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Tools Reference

Complete reference for all Chipp MCP Server tools

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#mcp#api#tools#reference

This guide documents the tools available in the Chipp MCP Server, organized by category.

Quick Reference

Jump to a category or use this table to find tools quickly:

CategoryToolsDescription
Apps16Create, update settings (one app or many), publish, duplicate, rollback, and deploy applications
Config13System prompts, models, settings, branding, auth, tool overrides
Knowledge13Add URLs, documents, text, link sources, crawl monitoring
Enterprise KB Evidence5Scoped evidence retrieval: discover grants, search, cite, read
Analytics14Usage data, conversations, metrics, search, moderation
Tags10Intent tagging, classification, utterance generation
Tag Examples5Training utterances: list, create, update, bulk import
Evals8Quality testing and evaluation
Custom Actions6API integrations and testing
MCP Integrations6External MCP servers and hosted integrations
Components11Component Studio custom UI: create, refine, share, link
Deployments12Slack, WhatsApp, Discord, GitHub, Email, Voice
Consumers4End-user management and memory
Workspaces4Workspace management
Billing5Subscription, credits, usage, capabilities
Prompt Engineering5AI-assisted prompt improvement and suggestions
Action Collections10Reusable action bundles with sharing
Variables5Application config variables
Heartbeat4Proactive messaging configuration, history, manual trigger
Agent Links4Agent-to-agent delegation
Database Connections5External database connections
Monetization5Consumer credit packages
Conversation Logging1Log externally-handled conversations into chat history
Discovery2Find agents by capability, search the integration catalog
App Administration7Access whitelist, move app, custom domain status, Receipt Sync, workspace App Defaults
App Connections6Integration switches, Factory per-user integrations, Vanta write access, knowledge refresh schedule
Utilities3Identity introspection, platform docs search, and the book (full text on paid plans)

Related APIs: the MCP server is one of three programmatic surfaces. The Builder API is a REST API using per-app chipp_ keys (sessions, consumers, conversation logging over HTTP), and the Org Export API uses org-wide chipp_org_ keys for bulk transcript export. MCP tokens (chipp_sk_ / OAuth) are organization-scoped and cover the full tool surface below.


Apps

Core CRUD operations for managing Chipp applications.

list_apps

List all applications accessible to the authenticated user.

Scope: apps:read. Chipp MCP: core

ParameterTypeRequiredDescription
workspace_idstringNoFilter by workspace ID (optional)
limitnumberNoMax number of apps to return (default 20, max 50)
offsetnumberNoPagination offset (default 0)

Example:

plaintext
"List all my Chipp apps"
"Show apps in workspace 42"

get_app

Get detailed information about a specific application.

Scope: apps:read. Chipp MCP: core

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Example:

plaintext
"Get details for app 123"
"Show me the configuration of my FAQ bot"

create_app

Create a new application in a workspace.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
namestringYesApp name
descriptionstringNoApp description (optional)
workspace_idstringYesWorkspace to create the app in
display_namestringNoClient-facing display name shown in the chat header, HQ listings, and notifications. Omit or set to null to use the internal name as the display name. Max 100 chars. (optional)
system_promptstringNoInitial system prompt (optional, up to 2,000,000 characters)
model_idstringNoLLM model ID (optional, defaults to the platform new-agent default, currently claude-sonnet-5-5). An openrouter:<slug> model cannot be set on create: create the app, then call update_model.

Example:

plaintext
"Create a customer support bot called HelpDesk in workspace 5"
"Make a new app named FAQ Bot with a helpful assistant prompt"

update_app

Update an app’s settings. settings takes the same fields the Chipp Alchemist uses: name, display_name, description, instructions (the system prompt), model, temperature, capabilities, brand styles and colors, voice, auth mode, email gating, language, custom CSS, starter messages, uploads, spending limit and more. The fields you send are merged into the current config; the rest are kept.

Scope: apps:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID
settingsobjectNoFields to update Fields: name, display_name, description, instructions, model, temperature, maxTokens, thinkingEffort, uptimeFallback, authMode, domainRestriction, hideApprovedDomains, artifactFrameAncestors, emailGatingEnabled, botProtectionEnabled, publicLeaderboardOptIn, suggestedMessages, welcomeMessage, primaryColor, customCss, authCustomCss, isPublic, language, textDirection, currency, consumerSharingOptOut, capabilities, spendingLimitCents, brandStyles, showSources, multiplayerEnabled, multiplayerRequireAuth, multiplayerRequireActiveSubscription, greetingEnabled, greetingPrompt, fileUploadEnabled, imageUploadEnabled, audioInputEnabled, imageInputEnabled, maxImagesPerConversation, imageLimitReachedMessage, streamResponses, monetizationEnabled, trialDurationDays, trialUsageLimitCents, shareConsumerCredentialsWithLinkedAgents, linkedAgentMaxIterations, maxKnowledgeChunksPerQuery, ragConfig, fullDocumentKnowledge, fullDocumentMaxPages, fullDocumentCacheTtl.
reasoningstringNoBrief explanation

Each field needs the matching workspace permission, as in the dashboard (for example, a theme needs Branding and a name needs App Settings); the spending limit needs App Settings and a plan with spending limits.

instructions, welcomeMessage, greetingPrompt and customCss replace the whole value: read the current value first (get_system_prompt, get_settings) and keep what should stay.

ragConfig tunes knowledge retrieval: maxResults (1-25, default 5), minScore (0-1, default 0.15), vectorWeight (0-1, default 0.7), textWeight (0-1, default 0.3), useDocumentBoosting (default true) and documentWeight (0-1, default 0.3). Only the keys you send change. An unknown key or an out-of-range value is refused. It takes effect after the app is re-published. See RAG Settings.

The earlier flat parameters name, display_name, description and is_public still work.

Returns success, the updated field list and a message; after an instructions change, instructionsLength and instructionsPreview show what was stored. A refused payload returns success: false and an error naming the fix (for example, a [component:Name] placeholder, or custom CSS that tries to hide the microphone button, which has its own toggle).

Example:

plaintext
"Rename app 123 to 'Support Bot v2'"
"Turn on web search and switch my FAQ app to the classic-chipp theme"

bulk_update_app_settings

Apply the same settings to many apps in one call (up to 200), for example a theme on every app in a workspace. Each app is written on its own: an app you cannot reach, or that fails, is listed in failed and never blocks the others.

Scope: apps:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idsstring[]YesApps to update (from get_app_overview / list_apps or search_apps).
settingsobjectYesSame fields as update_app’s settings Fields: name, display_name, description, instructions, model, temperature, maxTokens, thinkingEffort, uptimeFallback, authMode, domainRestriction, hideApprovedDomains, artifactFrameAncestors, emailGatingEnabled, botProtectionEnabled, publicLeaderboardOptIn, suggestedMessages, welcomeMessage, primaryColor, customCss, authCustomCss, isPublic, language, textDirection, currency, consumerSharingOptOut, capabilities, spendingLimitCents, brandStyles, showSources, multiplayerEnabled, multiplayerRequireAuth, multiplayerRequireActiveSubscription, greetingEnabled, greetingPrompt, fileUploadEnabled, imageUploadEnabled, audioInputEnabled, imageInputEnabled, maxImagesPerConversation, imageLimitReachedMessage, streamResponses, monetizationEnabled, trialDurationDays, trialUsageLimitCents, shareConsumerCredentialsWithLinkedAgents, linkedAgentMaxIterations, maxKnowledgeChunksPerQuery, ragConfig, fullDocumentKnowledge, fullDocumentMaxPages, fullDocumentCacheTtl.
reasoningstringNoBrief summary of the change and why

Each app needs the same per-field workspace permissions as update_app.

Returns success (true only when every app was updated), total, succeeded, failed ({ appId, error } for each app not updated; an app you cannot reach reads “not found or no access”), updatedFields and a message. Retry with only the failed ids.

Example:

plaintext
"Set the classic-chipp theme on every app in my Support workspace"

get_app_settings_help

The guidance for app settings fields: what each one does, its default, when to use it, and what it is not for. Read it before you change a field such as capabilities.memory, trialMode, sessionTerminationEnabled, ragConfig or customCss with update_app or bulk_update_app_settings. It reads no app data.

Scope: apps:read. Chipp MCP: app-settings

ParameterTypeRequiredDescription
fieldsstring[]NoSettings paths, e.g. capabilities.memory or ragConfig. Omit for every field with guidance.

Returns fields (the guidance text for each path) and unknown (paths that have no guidance).

Example:

plaintext
"What does session termination do before I turn it on?"

delete_app

Soft-delete an application.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID to delete

Example:

plaintext
"Delete app 123"
"Remove the test app I created"

chat_with_app

Send a message to an application and get a response. Useful for testing.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID to chat with
messagestringYesThe message to send
session_idstringNoSession ID for continuing a conversation (optional, creates new session if omitted)
💡

Use this tool to test your apps after making changes. It’s faster than switching to the web UI.

Example:

plaintext
"Test my FAQ bot with the question 'What are your hours?'"
"Send 'hello' to app 123 to check if it's working"

Response shape:

json
{
  "response": "The assistant's reply text (may be empty if only a UI component rendered).",
  "session_id": "uuid",
  "model": "claude-sonnet-4-6",
  "component_invocations": [
    {
      "component_id": "uuid",
      "component_name": "PricingTable",
      "props": { "tier": "STUDIO_PRO" },
      "tool_call_id": "call_abc"
    }
  ],
  "usage": { "input_tokens": 1234, "output_tokens": 567 }
}

component_invocations lists every custom UI component the app rendered during the turn (render_<snake_name> tool calls). The array is always present, empty when no components rendered. Use this when your app uses Component Studio and you need to see what rendered (the response text is often empty for component-rendering turns).


search_apps

Search apps by name or description across the workspaces you can reach. An API key searches its own organization unless all_orgs is true.

Scope: apps:read. Chipp MCP: core

ParameterTypeRequiredDescription
querystringYesText matched case-insensitively against app names and descriptions
limitnumberNoMax results (default 10, max 25)
all_orgsbooleanNoAPI keys: also search the user’s other organizations (default false)

Returns apps (each with its slug, workspace and organization), count, the query, your current_workspace_id and current_organization_id, and a hint. A UUID never matches app text, so a UUID query is refused with a pointer to get_app.


publish_app

Publish the current app configuration to make it live for consumers. Creates a version snapshot and deploys it.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID to publish
tagstringNoOptional version tag/label (e.g. ‘v2.0’, ‘bugfix’)

Returns: version_id, already_published flag, and the tag used.


list_app_versions

List published version history for an app.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
limitnumberNoMax results (default 20, max 100)

duplicate_app

Create a copy of an existing app with all its configuration, system prompt, and settings.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID to duplicate
namestringNoName for the copy (default: ‘Original Name (Copy)‘)
workspace_idstringNoTarget workspace (optional, defaults to same workspace)
include_tagsbooleanNoCopy the source app’s tags + example utterances onto the clone (notification destinations preserved unless reset). Default true.
reset_tag_notificationsbooleanNoOPT-IN, default false. Copy tags with notifications off and no email, channels or webhook.
include_evalsbooleanNoCopy the source app’s evals + test cases + publish config onto the clone (no run history/scores). Default true.

restore_app_version

Restore an app’s configuration to a previous version. Does not publish: use publish_app afterward if needed.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
version_idstringYesThe version ID to restore (from list_app_versions)

rollback_app_version

Rollback an app to a previously published version and immediately publish it. Combines restore + publish in one step.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
version_idstringYesThe version ID to rollback to (must be a previously launched version)

get_app_url

Get the consumer-facing URL for an app (custom domain, vanity subdomain, or default path). Also returns the embed widget snippet.

Scope: apps:read. Chipp MCP: core

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Returns: consumer_url, default_url, has_custom_domain, and embed_snippet.


update_app_slug

Change an app’s URL slug (the short identifier in the consumer chat URL, e.g. my-sales-bot).

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
slugstringYesNew URL slug for the app (e.g. ‘my-sales-bot’). Lowercase alphanumeric and hyphens only, 3-60 characters.

Configuration

Manage application settings, system prompts, and branding.

get_system_prompt

Get the system prompt for an application.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID

update_system_prompt

Update an application’s system prompt.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
system_promptstringYesThe new system prompt text
⚠️

Changes take effect immediately for new conversations. Use chat_with_app to test before deploying to users.


get_model

Get the AI model configuration for an application.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID

update_model

Change the AI model and/or temperature for an application.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
modelstringNoModel ID (e.g. claude-sonnet-4-6, gpt-4.1, gemini-2.5-pro), or openrouter:<slug> for an OpenRouter model
temperaturenumberNoTemperature value between 0 and 2 (optional)

get_settings

Get detailed settings including RAG configuration.

Scope: apps:read. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID

update_settings

Update application settings, capabilities, welcome messages, and suggested starters.

Scope: apps:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID
settingsobjectNoApp settings JSONB (optional). Top-level keys are shallow-merged: sending one key preserves the rest. settings.ragConfig (knowledge retrieval tuning) is validated and FIELD-merged, so sending one key keeps the others: maxResults (1-25, default 5), minScore (0-1, default 0.15), vectorWeight (0-1, default 0.7), textWeight (0-1, default 0.3), useDocumentBoosting (default true), documentWeight (0-1, default 0.3), fullDocumentMode, fullDocumentMaxPages (1-600), fullDocumentCacheTtl (“5m” or “1h”). Unknown keys or out-of-range values are refused. Takes effect after re-publish.
capabilitiesobjectNoApp capabilities JSONB (optional). Top-level capability BLOCKS are shallow-merged. WARNING: capabilities.toolOverrides is REPLACED WHOLESALE: partial sends erase other overrides. Use set_tool_override for safe single-tool toggles.
welcome_messagesstring[]NoWelcome messages shown to users (optional). Replaces the whole array.
suggested_messagesstring[]NoSuggested conversation starters (optional). Replaces the whole array.

Top-level settings keys are shallow-merged. settings.ragConfig is the exception: it is validated and merged key by key, so sending {"ragConfig": {"minScore": 0.25}} keeps every other retrieval setting. It takes maxResults (1-25), minScore, vectorWeight, textWeight and documentWeight (each 0-1), useDocumentBoosting, plus the full-document keys fullDocumentMode, fullDocumentMaxPages (1-600) and fullDocumentCacheTtl ("5m" or "1h"). An unknown key or an out-of-range value fails the call and nothing is written. "ragConfig": null clears every retrieval setting back to the defaults. Changes take effect after re-publish. See RAG Settings.


update_branding

Update visual branding for the application.

Scope: apps:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID
primary_colorstringNoBrand primary color hex (e.g. #6366f1)
logo_urlstringNoLogo image URL
logo_url_darkstringNoLogo image URL for dark mode
input_text_hintstringNoPlaceholder text for the chat input
disclaimer_textstringNoDisclaimer text shown below chat input
theme"default" or "imessage" or "classic-chipp"NoChat theme preset
dark_mode"off" or "on" or "auto"NoDark mode behavior
bot_message_colorstringNoAssistant message bubble background hex (e.g. #F3F4F6)
user_message_colorstringNoUser message bubble background hex (e.g. #4F46E5)
bot_message_font_colorstringNoAssistant message text hex (legacy compatibility; may not render in all themes)
user_message_font_colorstringNoUser message text hex (legacy compatibility; may not render in all themes)
chat_input_border_colorstringNoChat input border hex (legacy compatibility; may not render in all themes)
force_dark_modebooleanNoLegacy dark mode forcing flag (prefer dark_mode)
show_tool_statusbooleanNoShow tool invocation status to consumers (legacy compatibility)
custom_cssstringNoCustom CSS injected into the consumer chat UI. Affects all screens globally. Pass an empty string to clear. Live-on-save (no re-publish needed).
auth_custom_cssstringNoCustom CSS injected only into the consumer auth screens (login, signup). Pass an empty string to clear. Live-on-save (no re-publish needed).
email_display_namestringNoOptional per-app sender/subject display name used ONLY for patient-facing system emails (OTP verification, password reset, welcome, circle invites). When set, overrides the app’s branding display name for email purposes. When unset (or cleared with an empty string), emails fall back to the app’s branding display name, then a neutral default — never the internal app name/slug.

list_suggestions

Get the suggested conversation starters shown to users on the chat interface.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID

update_suggestions

Set the suggested conversation starters shown to users. Pass an empty array to clear all suggestions.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
suggestionsstring[]YesArray of suggestion strings (max 6 recommended)

Example:

plaintext
"Set the starter prompts for my support bot to: 'Track my order', 'Return an item', 'Speak to a human'"

update_auth

Update an app’s consumer authentication settings. All fields are optional and live-on-save (no re-publish needed).

Scope: apps:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID
auth_mode"open" or "encouraged" or "required" or "restricted"NoConsumer access mode (see description above)
require_authbooleanNoWhether authentication is required before consumers can chat. Setting auth_mode=‘required’ implies require_auth=true.
signups_restricted_to_domainstringNoIf set, only email addresses from this domain (e.g. ‘acme.com’) may sign up as consumers. Pass an empty string to clear the restriction.

set_tool_override

Toggle enable/disable or update the LLM-facing description for a single tool override on an app.

Scope: apps:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID
tool_keystringYesThe tool key to override. This app’s VALID keys are the union of: built-in tools (camelCase, e.g. ‘browseWeb’, ‘generateVideo’, ‘searchKnowledge’); hosted-integration tool names (snake_case, provider-prefixed, e.g. ‘slack_send_message’) for integrations connected on this app; custom component tools (‘render_<snake_case>’, e.g. ‘render_personnel_file’); custom action tools (their slug/name and any short alias); and MCP integration tools (‘<integration>_<remote_tool>’). Call list_tool_keys with this app’s app_id to get the exact valid keys, including this app’s custom ones.
enabledbooleanNoWhether the tool is enabled. Optional; if omitted, the existing enabled state is preserved.
descriptionstringNoCustom description shown to the LLM when the tool is registered. Pass null to clear and revert to the platform default. Omit to leave unchanged.

list_tool_keys

List every valid tool_key for an app: built-in tools, hosted-integration tools, custom component tools (render_*), custom action tools, and MCP integration tools.

Scope: apps:read. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID

get_default_capabilities

Get the canonical platform-default state for capabilities, settings, and tool overrides. Takes no parameters.

Scope: apps:read. Chipp MCP: app-settings

No parameters.


Knowledge Sources

Manage RAG (Retrieval-Augmented Generation) knowledge bases.

list_knowledge_sources

List all knowledge sources for an application.

Scope: knowledge:read. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID
statusstringNoFilter by status: pending, processing, completed, failed (optional)
typestringNoFilter by type: url, file, text, youtube, youtube_channel, sitemap, confluence (optional)
limitnumberNoMax results (default 50)
offsetnumberNoPagination offset (default 0)

get_knowledge_source

Get details about a specific knowledge source.

Scope: knowledge:read. Chipp MCP: knowledge

ParameterTypeRequiredDescription
source_idstringYesThe knowledge source ID

add_url_source

Add a URL as a knowledge source. Automatically detects YouTube, Instagram, TikTok, and regular web pages.

Scope: knowledge:write. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID
urlstringYesThe URL to crawl and index
namestringNoDisplay name for this source (optional, defaults to URL)
crawl_linksbooleanNoWhether to follow and crawl linked pages (default: false). When true, crawls child pages up to max_depth levels deep.
max_depthnumberNoHow many levels deep to crawl linked pages (1-3, default: 1, capped at your plan’s crawl depth). Only applies when crawl_links is true.
max_pagesnumberNoMaximum number of pages to crawl (default: 10, capped at your plan’s crawl page limit). Only applies when crawl_links is true.
ℹ️

Smart Detection: YouTube URLs extract transcripts, social media extracts content, regular URLs are crawled.

Example:

plaintext
"Add https://docs.example.com to my FAQ app and crawl 3 levels deep"
"Add this YouTube video to my training bot's knowledge base"

add_text_source

Add raw text content as a knowledge source.

Scope: knowledge:write. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID
namestringYesDisplay name for this source
contentstringYesThe text content to index. Can be plain text, markdown, or Q&A format.

Example:

plaintext
"Add this FAQ text to my support bot's knowledge base"

delete_knowledge_source

Remove a knowledge source from an application.

Scope: knowledge:write. Chipp MCP: knowledge

ParameterTypeRequiredDescription
source_idstringYesThe knowledge source ID to delete

refresh_knowledge_source

Re-crawl or re-process a knowledge source to update its content.

Scope: knowledge:write. Chipp MCP: knowledge

ParameterTypeRequiredDescription
source_idstringYesThe knowledge source ID to refresh

list_active_crawls

List knowledge sources currently being processed or queued for an app.

Scope: knowledge:read. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Returns: Active processing jobs with job type, status, attempt counts, and the source name/URL being processed.


cancel_crawl

Cancel all pending and in-progress processing jobs for a knowledge source.

Scope: knowledge:write. Chipp MCP: knowledge

ParameterTypeRequiredDescription
source_idstringYesThe knowledge source ID whose crawl should be cancelled

The source status is set to failed. Jobs that are already running on a worker may complete, but no new queued jobs will start.


add_document_source

Upload one or more document files as knowledge sources. Files are provided as base64-encoded content.

Scope: knowledge:write. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID
filesobject[]YesArray of files to upload Fields: fileName, content.

Supported formats: PDF, DOCX, TXT, MD, CSV, JSON, XLSX, XLS, and audio files (MP3, WAV, M4A, etc.).

Each file object requires fileName (with extension) and content (base64-encoded).


get_crawl_progress

Get the processing progress for a knowledge source: current status, chunk count, pages completed, and any error messages.

Scope: knowledge:read. Chipp MCP: knowledge

ParameterTypeRequiredDescription
source_idstringYesThe knowledge source ID to check progress for

Link a knowledge source from one app to another, sharing its RAG data without duplicating it.

Scope: knowledge:write. Chipp MCP: knowledge

ParameterTypeRequiredDescription
source_idstringYesThe knowledge source ID to link
target_app_idstringYesThe application ID to link the source to

Remove a linked knowledge source from an app. Does not delete the original source.

Scope: knowledge:write. Chipp MCP: knowledge

ParameterTypeRequiredDescription
source_idstringYesThe knowledge source ID to unlink
app_idstringYesThe application ID to unlink the source from

list_linked_knowledge_sources

List knowledge sources linked to an app from other apps (shared sources).

Scope: knowledge:read. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Enterprise KB Evidence

Read-only evidence retrieval over the org/workspace-scoped enterprise knowledge base. Authorization is resolved live on every call, so a revoked grant or a narrowed sharing scope takes effect immediately. Denials are uniform: a source that does not exist and one you are not authorized for return the same response, so nothing leaks about the wider corpus.

These are distinct from the Knowledge Sources tools above, which manage an app’s OWN sources. Here app_id names the app acting as the retrieval caller, and you must already have access to it.

discover_kb_capabilities

List which org/workspace-scoped KB sources this app is currently granted access to. Always live, never a cached snapshot.

Scope: knowledge:read. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID acting as the retrieval caller

search_kb_evidence

Run a bounded, paginated hybrid search (vector similarity + BM25 + document boosting) across the granted KB sources. Every hit carries a citation (source id + chunk anchor) that get_kb_cited_chunk resolves to exact content.

Scope: knowledge:read. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID acting as the retrieval caller
querystringYesThe search query text
pagenumberNoPage number, 1-based (default 1)
page_sizenumberNoResults per page (default 10, max 25)

get_kb_source_metadata

Get sanitized metadata (display name, sanitized url, type, sharing scope) for one granted source. Storage credentials and signed URLs are never returned.

Scope: knowledge:read. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID acting as the retrieval caller
source_idstringYesThe knowledge source ID

get_kb_cited_chunk

Resolve one search citation to its exact chunk content. Authorization is re-checked at read time, so a chunk cited by an earlier search is denied if the grant has since been revoked.

Scope: knowledge:read. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID acting as the retrieval caller
chunk_idstringYesThe numeric chunk anchor from a search hit’s citation (not a UUID)

read_kb_full_document

Read the full content of one granted source. Gated by the same policy as search and metadata; there is no separate, weaker full-document grant.

Scope: knowledge:read. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID acting as the retrieval caller
source_idstringYesThe knowledge source ID to read in full

Analytics

Access usage data, conversations, and metrics.

Access usage data, conversations, and metrics.

get_app_analytics

Get summary analytics for an application: total sessions, messages, unique users, and date range stats.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
sincestringNoISO date string to filter from (optional, defaults to last 30 days)

Returns: Total sessions, messages, unique users, first and last session timestamps.


search_conversations

Search conversations with filters.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
querystringNoText to search for in messages (optional)
sincestringNoISO date to filter from (optional)
limitnumberNoMax results (default 20)
offsetnumberNoPagination offset (default 0)

Example:

plaintext
"Find conversations about refunds in my support bot"
"Show recent conversations from the last week"

get_conversation

Get a specific conversation with all messages.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
session_idstringYesThe chat session ID

get_top_queries

Get the most common user queries.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
limitnumberNoMax results (default 20)
sincestringNoISO date to filter from (optional)

get_model_usage

Get LLM model usage breakdown (token counts by model) for an app.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
sincestringNoISO date to filter from (optional, defaults to 30 days)

get_response_time_analytics

Get response time statistics based on message timestamps.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
sincestringNoISO date to filter from (optional, defaults to 7 days)

Returns: Total responses, avg response ms, p50, p95.


get_user_engagement

Get user engagement metrics: sessions per user, messages per session, return rate.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
sincestringNoISO date to filter from (optional, defaults to 30 days)

search_messages

Search for specific text within messages across all conversations in an app.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
querystringYesText to search for in message content
rolestringNoFilter by message role: user, assistant, or system (optional)
sincestringNoISO date to filter from (optional)
limitnumberNoMax results (default 50, max 200)
offsetnumberNoPagination offset (default 0)

Returns matching messages with a 500-character content preview and session context.


search_documentation

Full-text search within an app’s knowledge base (RAG chunks).

Scope: knowledge:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
querystringYesText to search for in knowledge content
limitnumberNoMax results (default 20)

Useful for checking what content is indexed before a chat, or debugging RAG retrieval issues.


get_tag_analytics

Get tag usage statistics for an app over a time period.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
sincestringNoISO date to filter from (optional, defaults to last 30 days)

Returns: Per-tag counts for total fires, active fires, removed fires, text-replaced count, avg similarity, and last fired timestamp.


get_file_analytics

Get file upload statistics for an app: upload counts and total storage by MIME type.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
sincestringNoISO date to filter from (optional, defaults to last 30 days)

Returns: Breakdown for both chat session uploads and consumer brain files.


get_moderation_stats

Get moderation statistics: how many conversations were frozen, had responses replaced, or triggered notifications.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
sincestringNoISO date to filter from (optional, defaults to last 30 days)

Returns: Tag fire counts broken down by action type (freeze, static text, notification, webhook, manually removed) and affected session count.


Get the most-used apps in your organization, ranked by session count and unique users.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
sincestringNoISO date to filter from (optional, defaults to last 30 days)
limitnumberNoMax results (default 10)

export_conversations

Export conversations as JSON for an app within a date range.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
sincestringYesISO date to export from (required)
untilstringNoISO date to export until (optional, defaults to now)
limitnumberNoMax sessions to export (default 100, max 500)

Tags

Manage intent tags for message classification and automated responses.

list_tags

List all tags for an application.

Scope: apps:read. Chipp MCP: tags

ParameterTypeRequiredDescription
app_idstringYesThe application ID

get_tag

Get details for a specific tag including utterances.

Scope: apps:read. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_idstringYesThe tag ID

create_tag

Create a new intent tag.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
app_idstringYesThe application ID
namestringYesTag name
colorstringYesTag color hex (e.g. #ef4444)
descriptionstringNoDefinition of when this tag should trigger. Jev classifies new tags from the name and this text, so be specific (recommended).
static_textstringNoStatic text to respond with when this tag triggers (optional)
similarity_thresholdnumberNoCosine similarity threshold 0-1 (default 0.8). Applies only to legacy embedding_v1 tags and the embedding fallback.
jev_thresholdnumberNoJev match probability threshold 0-1 for jev_v1 tags (optional, default 0.5).
freeze_conversationbooleanNoWhether to freeze the conversation when this tag triggers (default false)
notification_enabledbooleanNoWhether to send notifications (default false)
notification_emailstringNoEmail to send notifications to (optional)
webhook_urlstringNoWebhook URL to call when tag triggers (optional)
positive_examplesstring[]NoExample utterances that SHOULD trigger this tag. Embedded server-side within this same call (the same pipeline the builder UI uses). For a jev_v1 tag they are boundary examples for Jev and the embedding fallback when Jev is unavailable; the tag matches without them. Optional.
negative_examplesstring[]NoCounter-example utterances that must NOT trigger this tag, embedded alongside the positives. Optional.

Actions when the tag matches:

  • static_text: Replace AI response with fixed text
  • freeze_conversation: Stop conversation flow
  • notification_enabled with notification_email or webhook_url: Send an email or webhook alert

Example:

plaintext
"Create a tag called 'pricing' for my sales bot with examples like 'how much does it cost'"

update_tag

Update an existing tag.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_idstringYesThe tag ID
namestringNoNew name (optional)
colorstringNoNew color (optional)
descriptionstringNoNew description (optional)
static_textstringNoNew static text (optional)
similarity_thresholdnumberNoNew similarity threshold for embedding_v1 tags (optional)
jev_thresholdnumberNoNew Jev probability threshold 0-1 for jev_v1 tags; null resets to the default 0.5 (optional)
enabledbooleanNoEnable/disable (optional)
freeze_conversationbooleanNoFreeze on trigger (optional)
notification_enabledbooleanNoEnable notifications (optional)
notification_emailstringNoNotification email (optional)
webhook_urlstringNoWebhook URL (optional)
positive_examplesstring[]NoAdditional example utterances that SHOULD trigger this tag. APPENDED to any existing positive examples (deduped) and embedded server-side within this call — never replaces the existing set. Use set_tag_examples to replace the set instead. Optional.
negative_examplesstring[]NoAdditional counter-example utterances that must NOT trigger this tag. APPENDED to any existing negative examples (deduped) and embedded server-side within this call. Optional.

delete_tag

Delete a tag.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_idstringYesThe tag ID to delete

list_tag_instances

List messages that matched a specific tag.

Scope: analytics:read. Chipp MCP: tags

ParameterTypeRequiredDescription
app_idstringYesThe application ID
tag_idstringNoFilter by specific tag (optional)
limitnumberNoMax results (default 50)

remove_tag_instance

Soft-delete a specific tag detection instance from a message. The instance is marked as removed rather than permanently deleted.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_instance_idstringYesThe tag instance ID to remove

generate_utterances

Generate training utterances for a tag using AI. Utterances are example phrases that should trigger the tag, and more utterances means better detection accuracy.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_namestringYesThe tag name (e.g. ‘wants to cancel’, ‘billing question’)
tag_descriptionstringYesDescription of what this tag detects
countnumberNoNumber of utterances to generate (default 20, max 100)

Example:

plaintext
"Generate 30 training utterances for a tag called 'pricing question' that detects when users ask about cost"

set_tag_examples

Replace a tag’s positive and/or negative example utterances without touching its other config.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_idstringYesThe tag ID
positive_examplesstring[]NoFull replacement set of positive examples. Omit to leave unchanged; pass [] to clear.
negative_examplesstring[]NoFull replacement set of negative examples. Omit to leave unchanged; pass [] to clear.

add_tag_examples

Append positive and/or negative example utterances to an existing tag without touching its other config.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_idstringYesThe tag ID
positive_examplesstring[]NoPositive examples to append (optional).
negative_examplesstring[]NoNegative examples to append (optional).

Tag Examples

Fine-grained management of individual training utterances (examples) attached to a tag. For whole-set replace/append operations, see set_tag_examples and add_tag_examples.

list_tag_examples

List positive and negative examples (training utterances) for a tag.

Scope: apps:read. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_idstringYesThe tag ID
type"positive" or "negative"NoFilter to a single polarity (optional; returns both when omitted)
format"json" or "csv"No’json’ (default) returns the rows. ‘csv’ returns the same rows as a CSV string in csv (every cell quoted, formula characters defanged).

create_tag_examples

Create (attach) one or more examples for a tag, all sharing the same polarity. Duplicate text for the tag is skipped and counted, not errored.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_idstringYesThe tag ID to attach examples to
examplesstring[]YesExample phrases to add (1-50)
type"positive" or "negative"NoPolarity for all examples in this call (default ‘positive’)

update_tag_example

Update an existing tag example’s text and/or polarity.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_idstringYesThe tag ID
example_idstringYesThe example (utterance) ID to update
utterancestringNoNew example text (optional)
type"positive" or "negative"NoNew polarity (optional)

delete_tag_example

Delete (detach) a tag example.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_idstringYesThe tag ID
example_idstringYesThe example (utterance) ID to delete

import_tag_examples

Bulk-import tag examples from CSV or JSONL. CSV needs a header row with a required utterance column plus optional type (positive|negative, default positive) and source columns. JSONL is one JSON object per line: {utterance, type?, source?}. Duplicate text (either polarity) is skipped and counted, not errored.

Scope: apps:write. Chipp MCP: tags

ParameterTypeRequiredDescription
tag_idstringYesThe tag ID to import examples into
format"csv" or "jsonl"YesThe payload format
contentstringYesThe raw CSV or JSONL text to import (up to 500 example rows)

Evaluations

Create and run quality tests for your applications.

list_evals

List all evaluations for an application.

Scope: apps:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID

get_eval

Get details for a specific evaluation.

Scope: apps:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
eval_idstringYesThe evaluation ID (from list_evals)

create_eval

Create a new evaluation with test cases for an app.

Scope: apps:write. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
namestringYesEvaluation name
test_casesobject[]YesArray of test case objects. Single-turn: {input, expected_output}. Scripted per-turn conversation: {turns, tag?}: an ordered array of {role, content, expected_response} turns replayed through the app’s real chat pipeline, each user turn scored independently against its own expected_response (strict superset of single-turn: a 1-turn turns array is equivalent to input/expected_output). Older multi-turn scripted conversation: {user_turns, expected_output, per_turn_criteria?}: the app generates each intervening assistant turn and the case is judged as ONE conversation. At most one of turns / user_turns / persona_prompt may be set per case. Fields: input, expected_output, turns, tag, user_turns, per_turn_criteria, persona_prompt, max_turns.
evaluation_methodstringNoEvaluation method: factuality, faithfulness, answer_relevancy, context_relevancy, or comprehensive (default: factuality)
publish_gatebooleanNoIf true, publishing the app is blocked when this suite has never run or scored below publish_pass_threshold
publish_pass_thresholdnumberNoScore percentage (0-100) required to pass the publish gate (default: 100). Only used when publish_gate is true.
run_on_publishbooleanNoIf true, automatically enqueue this eval suite as a background job after every successful publish
webhook_urlstringNoHTTPS URL to receive a signed POST when an eval run completes or fails. Set to null to clear.
webhook_signing_secretstringNoSecret used to sign the webhook payload (HMAC-SHA256, X-Chipp-Signature header). Set to null to clear.

Test case format:

json
{
  "input": "What are your hours?",
  "expected_output": "We're open 9-5 Monday through Friday"
}

update_eval

Update an existing evaluation’s name, test cases, or method.

Scope: apps:write. Chipp MCP: analytics

ParameterTypeRequiredDescription
eval_idstringYesThe evaluation ID
namestringNoNew name (optional)
test_casesarrayNoNew test cases, FULL REPLACEMENT (optional). Single-turn: {input, expected_output}. Scripted per-turn conversation: {turns: [{role, content, expectedResponse?}], tag?}. See create_eval’s test_cases schema for the full shape. Older multi-turn scripted conversation: {user_turns: string[], expected_output (conversation-level criteria), per_turn_criteria?}.
evaluation_methodstringNoNew evaluation method (optional)
publish_gatebooleanNoBlock publish when this suite has never run or scores below publish_pass_threshold
publish_pass_thresholdnumberNoScore percentage (0-100) required to pass the publish gate (default: 100)
run_on_publishbooleanNoAutomatically enqueue this suite as a background job after every successful publish
webhook_urlstringNoHTTPS URL to POST when an eval run completes or fails. Null to clear.
webhook_signing_secretstringNoSecret used to sign webhook payloads (HMAC-SHA256). Null to clear.

delete_eval

Delete an evaluation.

Scope: apps:write. Chipp MCP: analytics

ParameterTypeRequiredDescription
eval_idstringYesThe evaluation ID to delete

run_eval

Run an evaluation against the app to score its responses on the test cases.

Scope: apps:write. Chipp MCP: analytics

ParameterTypeRequiredDescription
eval_idstringYesThe evaluation ID to run
tag"smoke" or "regression" or "integration"NoOnly run test cases carrying this tag

list_eval_results

List past evaluation runs.

Scope: apps:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
eval_idstringYesThe evaluation ID
limitnumberNoMax results (default 20)

get_eval_result

Get detailed results from a specific evaluation run.

Scope: apps:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
result_idstringYesThe evaluation run ID

Custom Actions

Manage API integrations for your applications.

list_custom_actions

List all custom actions for an application.

Scope: actions:read. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application ID

get_custom_action

Get the full current row of a custom action: url, method, headers, query_params, body_params, path_params, variables and auth, plus a hint.

Scope: actions:read. Chipp MCP: actions

ParameterTypeRequiredDescription
action_idstringYesThe custom action ID (from get_app_actions / list_custom_actions)

The arrays use the names update_custom_action takes, so you can pass them back unchanged.


create_custom_action

Create a new API integration.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application ID
namestringYesAction name (used as the tool name for the LLM)
descriptionstringYesDescription of what this action does
urlstringYesThe HTTP endpoint URL. Use {name} placeholders for path parameters.
method"GET" or "POST" or "PUT" or "DELETE" or "PATCH"YesHTTP method
headersarrayNoRequest headers as array of {key, value} objects (optional)
path_paramsarrayNoPath parameters as array of {name, description, required} objects (optional). Each name must match a {name} placeholder in the URL (e.g. url ‘https://api.example.com/users/{userId}/orders/{orderId}’ with path_params [{name: ‘userId’, …}, {name: ‘orderId’, …}]). The value is supplied by the model at execution time and URL-encoded into the placeholder — this is a distinct source from an Application Variable or a system variable, and does NOT require creating one.
query_paramsarrayNoQuery parameters as array of {name, type, description, required} objects (optional). Each entry may also carry “schema” (Optional structured schema for this parameter’s value (JSON-Schema subset, enforced before the request runs and before any approval card). Arrays: items, minItems, maxItems; objects: properties, required, additionalProperties (true/false); strings: enum, pattern, minLength, maxLength; numbers/integers: minimum, maximum. Nested nodes need a type. Example for an array of orders: {“items”: {“type”: “object”, “properties”: {“ref”: {“type”: “string”}}, “required”: [“ref”], “additionalProperties”: false}, “minItems”: 1, “maxItems”: 50}. Always give an array param an items schema.) and “dryRunIsReadOnly” (Only for a boolean AI-supplied parameter named exactly “dryRun”: true declares that dryRun=true calls are a read-only preview, so they run without a human approval card even when the action requires approval. Default false.)
body_paramsarrayNoBody parameters as array of {name, type, description, required} objects (optional). Each entry may also carry “schema” (Optional structured schema for this parameter’s value (JSON-Schema subset, enforced before the request runs and before any approval card). Arrays: items, minItems, maxItems; objects: properties, required, additionalProperties (true/false); strings: enum, pattern, minLength, maxLength; numbers/integers: minimum, maximum. Nested nodes need a type. Example for an array of orders: {“items”: {“type”: “object”, “properties”: {“ref”: {“type”: “string”}}, “required”: [“ref”], “additionalProperties”: false}, “minItems”: 1, “maxItems”: 50}. Always give an array param an items schema.) and “dryRunIsReadOnly” (Only for a boolean AI-supplied parameter named exactly “dryRun”: true declares that dryRun=true calls are a read-only preview, so they run without a human approval card even when the action requires approval. Default false.)
authobjectNoAuthentication for the action. Credentials are referenced by Application Variable name (create them first with create_app_variable, type=‘secret’); never inline a secret here. Fields: type, source, variableName, aiParamKey, aiParamDescription, headerName, valuePrefix, basicUsername, tokenUrl, clientIdVariableName, clientSecretVariableName, scope, clientAuthMethod, certificateVariableName, privateKeyVariableName, assertionAudience, assertionAlgorithm.
ℹ️

Custom actions have complex schemas. See the Custom Actions Guide for detailed examples.


update_custom_action

Update an existing custom action.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
action_idstringYesThe custom action ID (from get_app_actions / list_custom_actions)
namestringNoName
descriptionstringNoDescription
urlstringNoEndpoint URL (absolute https://)
method"GET" or "POST" or "PUT" or "PATCH" or "DELETE"NoHTTP method
headersarrayNoHeaders ({name, value}). FULL REPLACEMENT: send every entry to keep, as read_custom_action / get_custom_action returned it.
query_paramsarrayNoQuery params ({name, description, type, required}). FULL REPLACEMENT: send every entry to keep, as read_custom_action / get_custom_action returned it. Each entry may also carry “schema” (Optional structured schema for this parameter’s value (JSON-Schema subset, enforced before the request runs and before any approval card). Arrays: items, minItems, maxItems; objects: properties, required, additionalProperties (true/false); strings: enum, pattern, minLength, maxLength; numbers/integers: minimum, maximum. Nested nodes need a type. Example for an array of orders: {“items”: {“type”: “object”, “properties”: {“ref”: {“type”: “string”}}, “required”: [“ref”], “additionalProperties”: false}, “minItems”: 1, “maxItems”: 50}. Always give an array param an items schema.) and “dryRunIsReadOnly” (Only for a boolean AI-supplied parameter named exactly “dryRun”: true declares that dryRun=true calls are a read-only preview, so they run without a human approval card even when the action requires approval. Default false.)
body_paramsarrayNoBody params ({name, description, type, required}). FULL REPLACEMENT: send every entry to keep, as read_custom_action / get_custom_action returned it. Each entry may also carry “schema” (Optional structured schema for this parameter’s value (JSON-Schema subset, enforced before the request runs and before any approval card). Arrays: items, minItems, maxItems; objects: properties, required, additionalProperties (true/false); strings: enum, pattern, minLength, maxLength; numbers/integers: minimum, maximum. Nested nodes need a type. Example for an array of orders: {“items”: {“type”: “object”, “properties”: {“ref”: {“type”: “string”}}, “required”: [“ref”], “additionalProperties”: false}, “minItems”: 1, “maxItems”: 50}. Always give an array param an items schema.) and “dryRunIsReadOnly” (Only for a boolean AI-supplied parameter named exactly “dryRun”: true declares that dryRun=true calls are a read-only preview, so they run without a human approval card even when the action requires approval. Default false.)
path_paramsarrayNoPath params ({name, description, required}); each name matches a {name} placeholder in the url. FULL REPLACEMENT: send every entry to keep, as read_custom_action / get_custom_action returned it.
authobjectNoAuthentication for the action. Credentials are referenced by Application Variable name (create them first with create_app_variable, type=‘secret’); never inline a secret here. Omit to keep it; send to replace it entirely; null clears it. Fields: type, source, variableName, aiParamKey, aiParamDescription, headerName, valuePrefix, basicUsername, tokenUrl, clientIdVariableName, clientSecretVariableName, scope, clientAuthMethod, certificateVariableName, privateKeyVariableName, assertionAudience, assertionAlgorithm.
reasoningstringNoBrief explanation

It also needs write access to Custom Actions in the app’s workspace.

headers and the three params arrays replace the stored lists: call get_custom_action first and send back every entry you want to keep. A URL that belongs to a first-party hosted integration is refused with a hint to connect that integration instead. Returns the updated action with success, the updated field list and a message.


delete_custom_action

Delete a custom action.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
action_idstringYesThe custom action ID to delete

test_custom_action

Test a custom action by executing it with sample parameters.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
action_idstringYesThe custom action ID to test
parametersobjectNoParameter values to send with the test request (optional)
external_idstringNoOptional value to simulate {{system.external_id}} for this test call. Omit to test as an anonymous session — an action that references {{system.external_id}} will then be blocked with a field-specific notice instead of silently sending an empty value.

MCP Integrations

Connect external MCP servers to your applications.

list_mcp_integrations

List all connected MCP servers for an application.

Scope: actions:read. Chipp MCP: integrations

ParameterTypeRequiredDescription
app_idstringYesThe application ID

get_mcp_integration

Get details about a connected MCP server.

Scope: actions:read. Chipp MCP: integrations

ParameterTypeRequiredDescription
integration_idstringYesThe integration ID
app_idstringYesThe application ID

connect_mcp_server

Connect an external MCP server to an application.

Scope: actions:write. Chipp MCP: integrations

ParameterTypeRequiredDescription
app_idstringYesThe application ID
server_urlstringYesThe MCP server URL (must be HTTPS)
namestringNoDisplay name for this integration (optional)
auth_typestringNoAuthentication type: NONE, BEARER, or OAUTH (default: NONE)
auth_tokenstringNoBearer token for authentication (if auth_type is BEARER)

update_mcp_integration_tools

Enable or disable the entire MCP integration, or toggle specific tools by name.

Scope: actions:write. Chipp MCP: integrations

ParameterTypeRequiredDescription
integration_idstringYesThe integration ID
app_idstringYesThe application ID
is_activebooleanNoEnable or disable the entire integration (optional)
enabled_toolsstring[]NoList of tool names to enable. Tools not in this list will be disabled. Use list_mcp_integrations or get_mcp_integration to see available tool names. (optional)

disconnect_mcp_server

Remove an MCP server connection.

Scope: actions:write. Chipp MCP: integrations

ParameterTypeRequiredDescription
integration_idstringYesThe integration ID to disconnect
app_idstringYesThe application ID

list_hosted_integrations

List hosted integration providers connected to an app (Google Drive, Gmail, Outlook, OneDrive, Slack, and others).

Scope: apps:read. Chipp MCP: integrations

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Returns: For each integration: provider, label, is_active, account_email, and requires_consumer_auth.


Components

Manage Component Studio custom UI components: HTML fragments (with embedded <style>/<script>) rendered in a sandboxed iframe inside the consumer chat via render_<name> tools.

list_components

List custom UI components for an app. Returns owned components first, then components linked via sharing. Each component includes its full source code and the render_tool_name the chat LLM calls to render it.

Scope: components:read. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application ID

get_component

Get a single component by ID, including its full source code and render_tool_name. Always call this before update_component: never refine a component from page context alone.

Scope: components:read. Chipp MCP: actions

ParameterTypeRequiredDescription
component_idstringYesThe custom component ID

create_component

Create a custom UI component owned by an app. The code is an HTML fragment with embedded <style> and <script> that runs in a sandboxed iframe. Dangerous patterns (fetch, eval, external scripts, localStorage) are rejected.

Scope: components:write. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application ID that will own this component
namestringYesPascalCase component name (e.g. ProductCard). Maps to the consumer-chat tool name render_\<snake_case>.
codestringYesHTML fragment with embedded <style> and <script> tags. Max 100,000 characters. Dangerous patterns are sanitized.
props_schemaarrayNoOptional array of {name, type, description, required} objects describing the props the component expects via window.chipp.props.

update_component

Update an existing component. Call get_component first to read the full current code. name, code, and props_schema are all optional; only supplied fields change.

Scope: components:write. Chipp MCP: actions

ParameterTypeRequiredDescription
component_idstringYesThe custom component ID to update
namestringNoNew component name (optional)
codestringNoNew code (optional). Max 100,000 characters. Dangerous patterns are sanitized.
props_schemaarrayNoNew props schema (optional)

delete_component

Delete a component. Idempotent: deleting an already-deleted component returns already_deleted: true. Also removes all links referencing the component.

Scope: components:write. Chipp MCP: actions

ParameterTypeRequiredDescription
component_idstringYesThe custom component ID to delete

copy_component

Copy a component into another app as an independent copy (edits never propagate back to the source). The new copy starts with sharing_scope=PRIVATE.

Scope: components:write. Chipp MCP: actions

ParameterTypeRequiredDescription
source_component_idstringYesThe component to copy from
target_app_idstringYesThe application to copy the component into
namestringNoOptional new name for the copied component. Defaults to the source component’s name.

Link a shared component to another application. The source must have sharing_scope=WORKSPACE or ORGANIZATION, and the target app must be in the same scope.

Scope: components:write. Chipp MCP: actions

ParameterTypeRequiredDescription
component_idstringYesThe shared component to link
target_app_idstringYesThe application to link the component to

Unlink a shared component from an application. Idempotent: unlinking a non-existent link returns already_unlinked: true.

Scope: components:write. Chipp MCP: actions

ParameterTypeRequiredDescription
component_idstringYesThe component whose link should be removed
target_app_idstringYesThe application to unlink the component from

update_component_sharing

Update a component’s sharing scope. PRIVATE is always allowed; WORKSPACE requires the shared-components capability (BUILDER+); ORGANIZATION requires the org-components capability (STUDIO+). Narrowing the scope cleans up now-out-of-scope links.

Scope: components:write. Chipp MCP: actions

ParameterTypeRequiredDescription
component_idstringYesThe component whose sharing scope should change
sharing_scope"PRIVATE" or "WORKSPACE" or "ORGANIZATION"YesThe new sharing scope

list_available_shared_components

List shared components available for linking to an app: WORKSPACE-scoped components from the same workspace, plus ORGANIZATION-scoped components when the org-components capability is active.

Scope: components:read. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application whose shared-component options you want to list
include_orgbooleanNoInclude ORGANIZATION-scoped components from the same org. Defaults to auto-detect via the orgComponents capability.

list_linked_components

List components currently linked to an app (owned by another app, shared into this one). For owned + linked together, use list_components.

Scope: components:read. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application whose linked components you want

Deployments

Manage multi-channel deployments (Slack, WhatsApp, Email, Voice).

list_slack_deployments

List Slack integrations across all apps in your organization. Takes no parameters.

Scope: apps:read. Chipp MCP: channels

No parameters.


get_slack_deployment

Get the Slack integration config for an app.

Scope: apps:read. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID

list_slack_installations

List available Slack workspaces that have been connected to any app in your organization. Takes no parameters.

Scope: apps:read. Chipp MCP: channels

No parameters.


connect_slack_deployment

Connect an app to a Slack workspace.

Scope: apps:write. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID
installation_idnumberNoSlack installation ID (from list_slack_installations). Use this OR team_id.
team_idstringNoSlack workspace team ID (e.g. T08QUQEH7BJ). Use this OR installation_id.
channel_idstringNoSlack channel ID for heartbeat broadcasts (e.g. C08QUQF1PL0). When provided, heartbeat will post proactively to this channel.
channel_namestringNoSlack channel name (e.g. #all-chipp). Required if channel_id is provided.

disconnect_slack_deployment

Remove the Slack connection from an app.

Scope: apps:write. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID

get_whatsapp_deployment

Get WhatsApp business configuration.

Scope: apps:read. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID

get_voice_config

Get voice agent configuration.

Scope: apps:read. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID

update_voice_config

Update voice agent settings.

Scope: apps:write. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID
voice_enabledbooleanNoEnable/disable voice agent
voice_greetingstringNoGreeting text when voice session starts
voice_stack_tierstringNoVoice pipeline tier (optional)

get_email_deployment

Get email channel configuration.

Scope: apps:read. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID

update_email_deployment

Update email channel settings.

Scope: apps:write. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID
is_activebooleanNoEnable or disable the email channel
from_namestringNoSender display name (the ‘From’ name in emails)
outbound_policy"allow_replies" or "read_only" or "moderated"NoAlias-level outbound send policy: allow_replies | read_only | moderated.
moderation_mailbox_addressstringNoDestination mailbox for a moderated policy’s redirected sends. Must be a real, deliverable address — never a placeholder. Pass an empty string to clear it (only valid when neither the alias default nor any exception rule still needs it).
outbound_policy_exceptionsobject[]NoOrdered per-scope override rules. Replaces the full stored list. Each item: { match_key: envelope_recipient|inbound_alias|subject_token, match_value: string, policy: allow_replies|read_only|moderated, moderation_mailbox_address?: string }. Fields: match_key, match_value, policy, moderation_mailbox_address.

get_discord_deployment

Get the Discord bot integration status for an app.

Scope: apps:read. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Returns: connected, discord_app_id, is_active, and connection timestamp.


get_github_deployment

Get the GitHub App integration status for an app (auto-respond to issues and PRs).

Scope: apps:read. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Returns: connected, account_login, auto_respond_issues, and installation details.


Consumers

Manage end-users (consumers) of your applications.

list_consumers

List consumers of an app with search and filtering.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
searchstringNoSearch by name, email, or identifier (optional)
has_emailbooleanNoFilter to consumers with/without email (optional)
sort_bystringNoSort field: created_at, credits, name, email (default: created_at)
sort_dirstringNoSort direction: asc or desc (default: desc)
limitnumberNoMax results (default 25, max 100)
offsetnumberNoPagination offset (default 0)

get_consumer

Get details about a specific consumer including their session count.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
consumer_idstringYesThe consumer ID

update_consumer

Update a consumer’s credit balance or subscription status.

Scope: apps:write. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
consumer_idstringYesThe consumer ID
creditsnumberNoSet the consumer’s credit balance (integer >= 0)
subscription_activebooleanNoEnable or disable the consumer’s subscription

get_user_memories

Get the AI memories stored for a specific consumer: facts and context the AI has learned across conversations.

Scope: analytics:read. Chipp MCP: analytics

ParameterTypeRequiredDescription
app_idstringYesThe application ID
consumer_idstringYesThe consumer ID
memory_typestringNoFilter by memory type (optional)
limitnumberNoMax memories to return (default 50, max 100)

Only active (non-superseded) memories are returned.


Workspaces

Manage workspaces and team members.

list_workspaces

List all workspaces you have access to.

Scope: workspace:read. Chipp MCP: core

ParameterTypeRequiredDescription
limitnumberNoMax workspaces to return (default 20, max 100)
offsetnumberNoPagination offset (default 0)
searchstringNoFilter workspaces by name (case-insensitive substring match, optional)

get_workspace

Get details about a specific workspace.

Scope: workspace:read. Chipp MCP: core

ParameterTypeRequiredDescription
workspace_idstringYesThe workspace ID

list_workspace_members

List members of a workspace.

Scope: workspace:read. Chipp MCP: core

ParameterTypeRequiredDescription
workspace_idstringYesThe workspace ID

create_workspace

Create a new workspace in your organization.

Scope: workspace:write. Chipp MCP: core

ParameterTypeRequiredDescription
namestringYesWorkspace name
organization_idstringNoOrganization to create the workspace in. Required when you belong to multiple organizations. Use list_workspaces or get_me to find your organization IDs.

Example:

plaintext
"Create a new workspace called Marketing"

Billing

View subscription and credit information.

get_subscription

Get subscription details for an organization.

Scope: billing:read. Chipp MCP: billing

No parameters.


get_credits

Get credit balance and usage.

Scope: billing:read. Chipp MCP: billing

No parameters.


get_usage

Get LLM token usage and non-LLM usage events for the organization.

Scope: billing:read. Chipp MCP: billing

ParameterTypeRequiredDescription
sincestringNoISO date to filter from (optional, defaults to last 30 days)

Returns: token_usage — one row per model, with:

FieldMeaning
call_countNumber of billing.token_usage rows for this model in the window.
input_tokensOrdinary (non-cache) input tokens: SUM(input_tokens).
cache_read_input_tokensAnthropic prompt-cache reads: SUM(cache_read_input_tokens). 0 when the model has no cache activity.
cache_creation_input_tokensAnthropic prompt-cache writes: SUM(cache_creation_input_tokens). 0 when the model has no cache activity.
total_effective_input_tokensThe real input volume you were billed for: input_tokens + cache_read_input_tokens + cache_creation_input_tokens. Use this for cost analysis, not input_tokens alone.
total_output_tokensSUM(output_tokens).

Plus usage_events (non-LLM usage: document parsing, etc.) with usage_type, event_count, total_quantity.

Breaking change (CHIPPD-1437): the old total_input_tokens field (which counted ordinary input tokens only) has been removed, not renamed. Anthropic prompt-caching tokens (cache_read_input_tokens / cache_creation_input_tokens) are DISJOINT from input_tokens, not a subset — for cache-heavy apps they can be 100-500x the ordinary input count. Silently folding them into total_input_tokens risked double counting for any client already summing components client-side. If your integration read total_input_tokens, switch to total_effective_input_tokens (the full picture) or input_tokens (ordinary-only, matching the old field’s actual semantics).

Worked example (mirrors a real cache-dominant app): a model with input_tokens: 51374, cache_read_input_tokens: 29000000, cache_creation_input_tokens: 838515 has total_effective_input_tokens: 29889889 — cache accounts for ~99.8% of real input volume. Reading input_tokens alone would under-report by ~580x.


get_usage_by_app

Get token usage broken down by app for the organization.

Scope: billing:read. Chipp MCP: billing

ParameterTypeRequiredDescription
sincestringNoISO date to filter from (optional, defaults to last 30 days)

Returns: app_breakdown — one row per app, with application_id, app_name, call_count, and the SAME input-token breakdown as get_usage above: input_tokens, cache_read_input_tokens, cache_creation_input_tokens, total_effective_input_tokens, total_output_tokens. See get_usage’s breaking-change note — total_input_tokens was removed here too, for the same reason.


get_capabilities

Get a boolean map of all feature capabilities for the organization: what features are available based on tier, add-ons, and feature flags.

Scope: billing:read. Chipp MCP: billing

No parameters.


Prompt Engineering

AI-assisted tools for improving prompts and selecting models.

list_available_models

List all AI models available for use.

Scope: apps:read. Chipp MCP: apps

No parameters.


generate_system_prompt

Generate a new system prompt from a description.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
descriptionstringYesA description of what the AI app should do, its personality, and target audience
tonestringNoDesired tone: professional, friendly, technical, casual (optional)

improve_system_prompt

Use AI to analyze and improve an existing system prompt.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
system_promptstringYesThe current system prompt to improve
focusstringNoWhat to focus improvement on: clarity, safety, personality, instructions, all (default: all)

recommend_model

Get AI-powered model recommendations for your use case.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
use_casestringYesDescription of the use case (e.g., customer support, code generation, creative writing)
prioritystringNoPriority: quality, speed, cost (default: quality)

generate_suggestions

Generate conversation starter suggestions for an app based on its system prompt. These are the suggested messages shown to users to begin a conversation.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID to generate suggestions for
countnumberNoNumber of suggestions to generate (default 4, max 10)
stylestringNoStyle of suggestions: question (asks the AI something), task (asks the AI to do something), exploratory (open-ended). Default: mixed

Example:

plaintext
"Generate 6 starter suggestions for my customer support bot"

Action Collections

Manage reusable action bundles that can be linked to multiple applications.

list_action_collections

List action collections owned by you or shared within your organization.

Scope: actions:read. Chipp MCP: actions

ParameterTypeRequiredDescription
workspace_idstringNoFilter by workspace (optional)

get_action_collection

Get details for a specific action collection.

Scope: actions:read. Chipp MCP: actions

ParameterTypeRequiredDescription
collection_idstringYesThe collection ID

create_action_collection

Create a new action collection.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
namestringYesCollection name
descriptionstringYesCollection description
workspace_idstringNoWorkspace to create the collection in (optional)

update_action_collection

Update an action collection’s name or description.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
collection_idstringYesThe collection ID
namestringNoNew collection name (optional)
descriptionstringNoNew collection description (optional)

delete_action_collection

Delete an action collection. Also removes it from any linked apps.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
collection_idstringYesThe collection ID to delete

Link an action collection to an application, making its actions available.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
collection_idstringYesThe collection ID to link
app_idstringYesThe application ID

Remove an action collection from an application.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
collection_idstringYesThe collection ID to unlink
app_idstringYesThe application ID

list_linked_collections

List all action collections linked to a specific application.

Scope: actions:read. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application ID

update_collection_sharing

Update the sharing scope of an action collection.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
collection_idstringYesThe collection ID
sharing_scopestringYesNew sharing scope: PRIVATE, WORKSPACE, or PUBLIC
  • PRIVATE: only you can see it
  • WORKSPACE: anyone in your workspace can discover and link it
  • PUBLIC: visible in the marketplace

import_collection_tools

Import tools from an action collection into an app as standalone custom actions. Unlike link_collection_to_app, imported tools are independent copies you can modify freely without affecting the source collection.

Scope: actions:write. Chipp MCP: actions

ParameterTypeRequiredDescription
collection_idstringYesThe collection ID to import from
app_idstringYesThe application ID to import tools into

Returns: Count of imported tools and any that were skipped due to slug conflicts.


Variables

Manage application variables (key-value configuration used by custom actions).

list_app_variables

List all variables for an application.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID

get_app_variable

Get details for a specific application variable.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
variable_idstringYesThe variable ID

create_app_variable

Create a new application variable.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
namestringYesVariable name (machine-readable, e.g. API_KEY, BASE_URL)
labelstringYesHuman-readable label (e.g. API Key, Base URL)
typestringNoValue type: string, number, boolean (default: string)
valuestringYesVariable value
descriptionstringNoDescription of what this variable is used for (optional)
requiredbooleanNoWhether this variable is required (default: false)
is_encryptedbooleanNoWhether to encrypt the value at rest (use for secrets, default: false)
placeholderstringNoPlaceholder text shown in UI (optional)

update_app_variable

Update an application variable’s value, label, or description.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
variable_idstringYesThe variable ID to update
valuestringNoNew variable value (optional)
labelstringNoNew display label (optional)
descriptionstringNoNew description (optional)
requiredbooleanNoWhether this variable is required (optional)

delete_app_variable

Delete an application variable.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
variable_idstringYesThe variable ID to delete

Heartbeat

Configure and monitor proactive messaging (heartbeat): your app reaching out to consumers on a schedule.

get_heartbeat_config

Get the heartbeat configuration for an app.

Scope: apps:read. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Returns: heartbeat_config (enabled, every, prompt, targets, schedules, and the rest), plus the diagnostics that explain delivery: tierInfo, freeQuota, channelReadiness, broadcastRecipients, consumerEligibility (who is eligible now and why others are skipped; there is no consumer opt-in step), receiptFiling, deliveryHealth per schedule, recentRuns, and taskCredentialReadiness when a schedule runs as a background task.


update_heartbeat_config

Update heartbeat configuration. Set the interval, prompt, delivery channels, and model.

Scope: apps:write. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID
enabledbooleanNoEnable or disable heartbeat
everystringNoInterval between heartbeats (e.g. ‘30m’, ‘1h’, ‘4h’, ‘1d’)
promptstringNoCustom prompt for heartbeat messages (optional)
checkliststringNoChecklist/criteria for what the heartbeat should check (optional)
targetsarray of ("whatsapp" or "slack" or "email" or "webchat" or "webhook" or "sms" or "imessage" or "google_chat" or "push")NoDelivery channels (optional). push sends to the Chipp iPhone app of each recipient who is a Chipp user with access to this app.
modelstringNoLLM model to use for heartbeat messages (optional)
timezonestringNoIANA timezone for the heartbeat, e.g. ‘America/New_York’ (optional)
schedulesobject[]NoNamed schedules (optional, up to 10), each with its own prompt and timing. Replaces the whole list: to remove one schedule, read the list with get_heartbeat_config and pass it back without that entry. Keep each existing schedule’s id. Pass [] to clear. Once any named schedule exists, only the named schedules run (the top-level schedule stops). A field a schedule omits keeps its stored value for skipTriage, requiresSourceData, scope, additionalRecipients, slackChannels, recipientsMode, maxSteps and interruptRetry; pass null to clear one. scope ‘app_wide’ runs a schedule ONCE per occurrence for the whole app (as the app’s service identity, so browser and project tools work) and delivers only to the schedule’s own additionalRecipients / slackChannels; maxSteps (up to 80, above 15 only for app_wide) sets its tool-step budget; interruptRetry (app_wide only, default false) runs an occurrence cut off by a server shutdown again once, for a schedule whose tools are safe to repeat. A tool that works through a list in batches returns a top-level pendingWork: { remaining: number, next: string } on the response that knows the true count and remaining: 0 when done (the newest result carrying it, from any tool, wins); a scheduled run then continues (bounded, within maxSteps) instead of ending early with nothing to report. Fields: id, name, prompt, enabled, schedule, every, model, targets, activeHours, executionMode, errorAlert, subjectTemplate, alwaysDeliverScheduledReport, skipTriage, requiresSourceData, scope, additionalRecipients, slackChannels, recipientsMode, maxSteps, interruptRetry.
slack_channelsobject[]NoSlack channels to post heartbeat broadcasts to (non-consumer, channel-level). Requires a Slack workspace connected via connect_slack_deployment. Replaces existing slack_channels if provided. Fields: channel_id, channel_name.

list_heartbeat_runs

List recent heartbeat runs for an app. Shows which consumers were contacted and outcomes.

Scope: analytics:read. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID
limitnumberNoMax results (default 20)

trigger_heartbeat

Manually trigger a heartbeat run for an app.

Scope: apps:write. Chipp MCP: channels

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Link agents (apps) together so one app can call another as a tool during chat.

List agents linked to an app.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID

list_available_agents

List agents available to link to an app (apps in the same organization not already linked).

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
all_workspacesbooleanNoIf true, list available agents across every workspace in the source app’s organization that the caller can access. Defaults to false.
workspace_idsstring[]NoLimit the search to specific workspace ids in the source app’s organization. Stale or inaccessible ids are silently dropped. Ignored when all_workspaces is true.

Link another agent (app) to this app so it can be called as a tool during chat.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe source application ID (the app that will call the agent)
target_app_idstringYesThe target application ID (the agent to link). Use list_available_agents (with all_workspaces: true to span workspaces) to find options.

Example:

plaintext
"Link the 'Booking Agent' app to my 'Customer Support' app"

Remove an agent link from an app.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe source application ID
target_app_idstringYesThe target application ID to unlink

App Agents

An app can hold several user-facing agents. End users pick one in the chat, and each agent has its own instructions, allowed tools, and display settings. Every agent has a stable agent_id: tools change an agent by that id, never by its name. The default agent serves app links, embeds, and channels that name no agent.

list_app_agents

List the agents inside an app, with their stable ids.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID

sync_app_agent

Create an agent (omit agent_id) or update exactly one agent (pass its agent_id). Other agents are never changed. Creating with a name that is already taken returns the existing agent with already_exists: true and changes nothing.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
agent_idstringNoThe agent’s stable id. Omit to create a new agent.
namestringNoDisplay name. Required to create.
descriptionstringNoOne line shown to end users in the agent picker.
instructionsstringNoThe agent’s own instructions (system prompt). null = use the app’s instructions.
enabled_toolsstring[]NoTool names this agent may call. null = every tool the app has. [] = no tools.
display_configobjectNoOptional display settings: label (short), icon (an emoji), avatarUrl (https), color (#rrggbb). Fields: label, icon, avatarUrl, color.
is_enabledbooleanNoShow this agent to end users. The default agent is always on.

Database Connections

Manage external database connections attached to apps. Supported types: postgres, mysql, mssql, bigquery, snowflake, clickhouse.

list_database_connections

List external database connections for an app.

Scope: apps:read. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application ID

get_database_connection

Get details about a database connection.

Scope: apps:read. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application ID
connection_idstringYesThe connection ID

create_database_connection

Create a new external database connection for an app. Connection strings are encrypted at rest.

Scope: apps:write. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application ID
namestringYesDisplay name for the connection
db_typestringYesDatabase type: postgres, mysql, mssql, bigquery, snowflake, clickhouse
connection_stringstringYesConnection string/DSN (will be encrypted at rest)
default_access_levelstringNoDefault access: read or read_write (default: read)
allowed_tablesstring[]NoRestrict access to specific tables (optional, all tables if omitted)
max_rowsnumberNoMax rows per query result (default: 1000)

delete_database_connection

Delete a database connection from an app.

Scope: apps:write. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application ID
connection_idstringYesThe connection ID

test_database_connection

Test a database connection and discover its schema (tables, columns, types).

Scope: apps:write. Chipp MCP: actions

ParameterTypeRequiredDescription
app_idstringYesThe application ID
connection_idstringYesThe connection ID

Monetization

Manage credit packages that consumers can purchase within your app.

list_consumer_packages

List credit packages available for consumers to purchase in an app.

Scope: apps:read. Chipp MCP: billing

ParameterTypeRequiredDescription
app_idstringYesThe application ID

create_consumer_package

Create a new credit package for consumer purchase. Supports one-time and subscription packages.

Scope: apps:write. Chipp MCP: billing

ParameterTypeRequiredDescription
app_idstringYesThe application ID
namestringYesPackage name (e.g. ‘Starter Pack’)
typestringYesPackage type: ONE_TIME or SUBSCRIPTION
creditsnumberYesNumber of credits in the package. For ONE_TIME packages, must be a positive number greater than zero (a zero-credit one-time package can be sold in Stripe but grants nothing on fulfillment and will be rejected at creation). For SUBSCRIPTION packages, 0 is valid and means unlimited access (the subscriber’s access comes from the subscription status, not a credit allotment).
price_centsnumberYesPrice in cents (e.g. 999 = $9.99)
descriptionstringNoPackage description (optional)
billing_intervalstringNoFor subscriptions: month or year (default: month)
sort_ordernumberNoDisplay order (lower = first, default: 0)

update_consumer_package

Update a consumer credit package.

Scope: apps:write. Chipp MCP: billing

ParameterTypeRequiredDescription
app_idstringYesThe application ID
package_idstringYesThe package ID
namestringNoNew name (optional)
creditsnumberNoNew credit amount (optional). For ONE_TIME packages, must be a positive number greater than zero if provided. For SUBSCRIPTION packages, 0 is valid (unlimited-access pattern).
price_centsnumberNoNew price in cents (optional)
descriptionstringNoNew description (optional)
is_activebooleanNoEnable/disable (optional)
statusstringNoStatus: DRAFT or PUBLISHED (optional)
sort_ordernumberNoNew display order (optional)

delete_consumer_package

Delete a consumer credit package (soft delete).

Scope: apps:write. Chipp MCP: billing

ParameterTypeRequiredDescription
app_idstringYesThe application ID
package_idstringYesThe package ID

get_monetization_stats

Get monetization analytics for an app: total revenue, purchases, active subscriptions, and unique customers.

Scope: analytics:read. Chipp MCP: billing

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Conversation Logging

log_chat_message

Log a user message and/or AI response into a Chipp app’s chat history so it appears in the Conversations dashboard, analytics, and tag detection. Useful when the actual conversation happens outside Chipp (your own backend, a custom channel). The Builder API offers the same capability over REST.

Scope: analytics:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
session_idstringNoContinue an existing session (optional). Mutually exclusive with external_id for new sessions.
external_idstringNoStable identifier to dedupe sessions across calls. Recommended for cross-call conversation threading. For WhatsApp use the format ‘whatsapp:<phone>:<app_id>‘.
channel"api" or "custom" or "whatsapp" or "sms" or "imessage" or "telegram" or "discord" or "teams" or "slack" or "email"NoChannel this conversation is happening on. Drives the source badge in the Conversations tab and the consumer identifier format. Default ‘api’.
consumerobjectNoInformation about the end user on the other side of the conversation. Omit for anonymous sessions. Fields: channel_user_id, email, name.
messagesobject[]YesOrdered list of user/assistant turns to append. Fields: role, content, model.
titlestringNoTitle for the session (only used on creation).
notify_subscribersbooleanNoFire app-level chat notifications. Default true. Subject to the per-app Email notifications toggle.
detect_tagsbooleanNoRun tag detection on user messages. Default true. Automatically skipped in ZDR mode.
client_request_idstringNoIdempotency key. Replaying the same id within 10 minutes returns the cached result without re-inserting.

Discovery

Questions across every agent you can reach, and the integration catalog.

find_agents_by_capability

Find which of your agents can do something: what each agent is connected to or has switched on (hosted integrations, custom actions, MCP servers, knowledge sources, channels, built-ins). An org API key searches only its own org.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
termsstring[]Yes1-10 words or names for the capability, e.g. [‘calendar’, ‘google calendar’, ‘outlook’]. Matched case-insensitively against provider names/keys/aliases/categories, channel and built-in names, custom action names/hosts, MCP server names/hosts, and knowledge source names/types.
familiesarray of ("hosted_integration" or "custom_action" or "mcp_integration" or "knowledge_source" or "channel" or "builtin")NoOptional: only search these capability families. Omit to search all.
limitnumberNoMax agents to return (default 25, max 100).

Returns: agents rows with the agent id, name, org, workspace, published and the matching capabilities.


search_integration_catalog

Search the hosted and MCP integration catalogs by provider name, key or alias. Check this before building a custom integration.

Scope: apps:read. Chipp MCP: integrations

ParameterTypeRequiredDescription
querystringYesProvider name, key or alias, e.g. ‘GoHighLevel’, ‘GHL’, ‘Notion’, ‘HubSpot’.

Returns: matches with each entry’s nextStep. A result with error means the catalog could not be read, so availability is unverified.


App Administration

Access, placement, domains and workspace defaults.

add_whitelisted_email

Add an email to an app’s access whitelist. Idempotent: an email already there returns alreadyExists: true.

Scope: apps:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID
emailstringYesEmail address
namestringNoOptional display name for who was added
expires_in_daysnumberNoOptional days until this entry expires. Omit for permanent access.

remove_whitelisted_email

Remove an email from an app’s access whitelist. Idempotent.

Scope: apps:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID
emailstringYesEmail address

move_app

Move an app to another workspace you belong to. An org API key can only move within its org.

Scope: apps:write. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID
target_workspace_idstringYesTarget workspace ID

get_domain_status

Live SSL and DNS status for an app’s custom chat domains, with the exact DNS records to enter.

Scope: apps:read. Chipp MCP: apps

ParameterTypeRequiredDescription
app_idstringYesThe application ID

Returns: hostnames with sslStatus, sslFailureReason, userMessage, dcvToken and dnsRecords.


update_receipt_sync_visibility

Show or hide the Receipt Sync add-on in signed-in consumers’ chat menu. Hiding it does not disconnect anyone. Idempotent.

Scope: apps:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID
enabledbooleanYestrue to show Receipt Sync in the consumer menu; false to hide it for new setup.

get_workspace_app_defaults

Read the access and compliance defaults stamped onto new apps in a workspace, and which compliance fields the plan does not support.

Scope: workspace:read. Chipp MCP: app-settings

ParameterTypeRequiredDescription
workspace_idstringYesThe workspace ID

Returns: defaults and tierLockedFields.


update_workspace_app_defaults

Replace a workspace’s App Defaults for new apps (existing apps are unchanged). Org owners and admins only.

Scope: workspace:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
workspace_idstringYesThe workspace ID
defaultsobjectYesFull defaults bag (replace-whole). Send null for a field to clear it. Fields: authMode, signupsRestrictedToDomain, botProtectionEnabled, hipaaEnabled, encryptedChatEnabled, onDevicePrivacyEnabled.

App Connections

Switch an app’s integrations on or off and schedule its knowledge sources.

set_integration_active

Turn an MCP integration on the app on or off.

Scope: actions:write. Chipp MCP: integrations

ParameterTypeRequiredDescription
app_idstringYesThe application ID
integration_idstringYesMCP integration ID
is_activebooleanYestrue = enable, false = disable

toggle_platform_managed_integration

Enable or disable a platform-managed hosted integration (Chipp holds the credentials). Verifies the result; a blocked result names the reason.

Scope: actions:write. Chipp MCP: integrations

ParameterTypeRequiredDescription
app_idstringYesThe application ID
provider_keystringYesThe provider key from availableHostedProviders (e.g. ‘bible’, ‘strata’, ‘steel’)
enabledbooleanYestrue to enable the integration for the app, false to disable it

set_factory_integration_enabled

Let the app’s signed-in end users connect their own Gmail, Google Drive, Google Calendar or Google Sheets account.

Scope: actions:write. Chipp MCP: integrations

ParameterTypeRequiredDescription
app_idstringYesThe application ID
provider"gmail" or "google-drive" or "google-calendar" or "google-sheets"YesThe Factory-curated integration to enable or disable for the app’s signed-in end users.
enabledbooleanYestrue to let end users connect their own account, false to turn it off

set_mcp_write_access

Turn approval-gated write access on or off for a Vanta integration. Vanta connections are read-only by default. With write access on, the agent can propose changes in Vanta, and a member of your organization approves each change on an approval card before it runs.

Scope: actions:write. Chipp MCP: app-settings

ParameterTypeRequiredDescription
app_idstringYesThe application ID
integration_idstringYesThe Vanta MCP integration ID (from get_app_actions)
enabledbooleanYestrue = approval-gated writes on, false = read-only

add_sitemap_source

Add a sitemap as a knowledge source that adds newly published pages on each scheduled refresh.

Scope: knowledge:write. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID
sitemap_urlstringYesFull sitemap URL, e.g. https://example.com/sitemap.xml
refresh_interval_hours1 or 6 or 12 or 24 or 48 or 168NoHow often to re-check for new URLs, in hours (168 = weekly). Default 24. null disables auto-refresh.
include_pathsstring[]NoOnly ingest URLs containing one of these substrings (e.g. [‘/p/’, ‘/post/’]). Omit for all.
exclude_pathsstring[]NoSkip URLs containing any of these substrings (e.g. [‘/about’, ‘/archive’]). Applied after include_paths.

update_knowledge_source

Rename a knowledge source and/or set its auto-refresh interval.

Scope: knowledge:write. Chipp MCP: knowledge

ParameterTypeRequiredDescription
app_idstringYesThe application ID
source_idstringYesKnowledge source ID
namestringNoNew display name (optional)
refresh_interval_hours1 or 6 or 12 or 24 or 48 or 168NoAuto-refresh interval in hours: 1, 6, 12, 24 (daily), 48, 168 (weekly). null disables.

Utilities

get_me

Get the current authenticated identity: user email, all accessible organizations, tier, and scopes. Use this to verify which account the MCP is connected to.

Scope: none (any valid token). Chipp MCP: core

No parameters.


search_docs

Search Chipp’s platform documentation with a natural-language query. Returns the most relevant doc excerpts, useful for answering “how do I…” questions about Chipp itself. (Distinct from search_documentation, which searches an app’s own knowledge base.)

Scope: none (any valid token). Chipp MCP: core

ParameterTypeRequiredDescription
querystringYesNatural language search query describing what you want to know
limitnumberNoNumber of results to return (default 5, max 10)

get_book

Read Chipp’s book Autonomous Development. With no arguments it returns the book’s metadata and table of contents. With chapter it returns one page of that chapter’s markdown; with query it returns the best passages, each with a citation. The full text is for paying Chipp users: when your organization is on a paid plan you get chapter text and full passages; otherwise you get the table of contents and short cited snippets, and chapter reads answer BOOK_REQUIRES_PAID_PLAN.

Scope: none (any valid token). Chipp MCP: core

ParameterTypeRequiredDescription
chapterstringNoChapter id (from the table of contents), or a chapter number such as “6”.
sectionstringNoA section id of that chapter (from the table of contents): read only that section.
querystringNoA question or search words; returns cited passages from the book only.
include_tocbooleanNoInclude the table of contents with a chapter or query result.
toc_depth2 or 3NoHeadings in the table of contents: 2 (default) lists each chapter’s ## sections; 3 adds the ### sections.
max_charsnumberNoCharacters of chapter text per page (default 12000).
cursorstringNonext_cursor from a previous chapter page.

Appendix

Permission Scopes

A write scope also grants its read scope.

ScopeAllowsTools
apps:readView your apps: See your app configurations, settings, and prompts44
apps:writeManage your apps: Create, update, and delete applications56
knowledge:readView knowledge sources: Access your uploaded documents and training data11
knowledge:writeManage knowledge: Upload, update, and delete knowledge sources10
actions:readView custom actions: See your API integrations and action configurations7
actions:writeManage custom actions: Create, update, and delete API integrations18
components:readView custom components: See your custom UI components (Component Studio)4
components:writeManage custom components: Create, update, delete, and share custom UI components (Component Studio)7
workspace:readView workspace: See workspace settings, members, and organization info9
workspace:writeManage workspaces: Create and update workspaces in your organization13
billing:readView billing info: Access subscription status and usage information5
analytics:readView analytics: Access conversation history and usage statistics19
analytics:writeLog conversations: Push external chat turns into the Conversations tab (for n8n / Zapier / custom pipelines)1
agents:chatChat with agents: Send messages to your hosted agents over their own MCP endpoint. The agent decides what to do and can use its own tools0
*Every scope aboveall

Common Error Codes

CodeDescriptionResolution
UNAUTHORIZEDInvalid or expired tokenRe-authenticate
FORBIDDENInsufficient scopeRequest additional scopes
NOT_FOUNDResource doesn’t existCheck ID is correct
RATE_LIMITEDToo many requestsWait and retry
VALIDATION_ERRORInvalid parametersCheck parameter types/values

Next Steps