Weav

Weav.com Model Context Protocol (MCP)

Learn how to use the Model Context Protocol (MCP) to enable AI agents to securely access and interact with your Weav workspace.

The Weav MCP server is available for Weav workspaces.

This repository documents the workspace server (com.weav/mcp at https://mcp.weav.com/mcp). A separate public server answers pricing and product questions without login:

The public server cannot read inbox, customers, training data, or Help Center data. Source: dubdubdubco/weav-site-mcp.

What is Model Context Protocol?

MCP is a protocol that enables AI tools and applications to connect with Weav's data and services in a secure, standardized way. It provides a structured method for AI models to:

• Find and retrieve Weav data (conversations, customers, agent training data, Help Center articles)
• Access specific tools and functionality provided by Weav
• Maintain context about your Weav workspace when working with AI assistants

How MCP Works

Weav hosts a remote MCP server that follows the authenticated remote MCP specification (docs). This server handles requests from AI tools and provides access to Weav data through a secure interface.

Connection URL:

• Streamable HTTP: https://mcp.weav.com/mcp

When an AI tool or application needs to access Weav data:

1. The tool connects to Weav's MCP server
2. A workspace admin or owner completes OAuth consent in the browser
3. The tool can then access relevant Weav data and functionality for that workspace
4. The connection remains live until it is revoked

Benefits of Using MCP

• Secure Access: All data access is authenticated and authorized. Only a workspace admin or owner can finish consent.
• Standardized Interface: Consistent interaction pattern across different AI tools
• Contextual Understanding: AI assistants maintain awareness of your Weav inbox, customers, agent training data, and Help Center
• Increased Development Efficiency: Triage conversations, reply to customers, and manage agent training data and Help Center articles from the AI tools you already use

Available Tools

The Weav MCP server provides 39 tools for interacting with your workspace: 4 conversation tools, 2 customer tools, 5 agent training data tools, and 28 Help Center tools.

Conversations

search_conversations

Search support conversations the same way the Weav inbox does.

Key Features:

• Matches subject, customer name, or email
• Only returns conversations that have at least one message
• Spam is excluded unless spam is true
• Optional filters: status (open, closed), channel (email, chat), limit (1–50)

get_conversation

Get a conversation, including recent messages.

Key Features:

• Use the conversation UUID returned from search_conversations
• Returns conversation metadata and recent message history

send_reply

Post a reply to a conversation as a workspace teammate.

Key Features:

• Requires conversation_id and content
• Sends the reply in the connected workspace

update_conversation

Update a conversation's status, priority, or assignee. Does not delete conversations.

Key Features:

• status: open or closed
• priority: low, normal, high, or urgent
• assignee_id plus assignee_type (user or agent); omit to leave unchanged, send null to unassign

Customers

search_customers

Search customers by name or email.

Key Features:

• Optional query and limit (1–50)

get_customer

Get a customer profile, company, and recent conversations.

Key Features:

• Use the customer UUID returned from search_customers

Agent training data

These are the sources Weav AI agents answer from, separate from the public Help Center managed by the kb_* tools.

search_training_data

Search agent training data items by title, description, type, or source.

Key Features:

• Optional type filter: text, url, file, video, qa
• Optional limit (1–50)

get_training_data

Get a single training data item.

Key Features:

• Use the training data UUID returned from search_training_data

add_training_data

Add agent training data as text, Q&A, or a website URL. Every agent in the workspace is given access automatically.

Key Features:

• type: text, qa, or url
• url crawls the website and trains on discovered pages
• urls trains only the listed pages, without crawling the rest of the site

delete_training_data

Delete a training data item.

Key Features:

• For website/URL sources, also deletes discovered URLs and chunks

resync_training_data

Re-scrape an existing URL training data item.

Key Features:

• Requires the training data UUID of a URL source

Help Center knowledge base

The kb_* tools manage the workspace's public Help Center articles and categories, separate from agent training data managed by *_training_data.

Browse

kb_get_overview

Get counts and available locales for the Help Center.

Key Features:

• No parameters
• Includes the sections in display order

kb_list_categories

List Help Center categories.

Key Features:

• Optional limit (1–50, default 20) and page (default 1)

kb_list_sections

List Help Center sections in display order.

Key Features:

• Optional limit (1–50, default 20) and page (default 1)

kb_list_articles

List Help Center article summaries.

Key Features:

• Optional filters: category_id or uncategorized, status (draft, published), and locale
• Optional limit (1–50, default 20) and page (default 1)

kb_search_articles

Search Help Center article titles and content.

Key Features:

• Required query (1–255 characters)
• Optional filters: locale, status (draft, published), category_id or uncategorized
• Optional limit (1–50, default 20) and page (default 1)

kb_get_article

Get a full Help Center article and its translation content.

Key Features:

• Required article_id; optional locale

kb_get_preview_link

Get a shareable link to preview a draft article, or a pending proposal, inside the whole Help Center before it is published.

Key Features:

• Provide exactly one of article_id (a draft article) or proposal_id (a pending proposal)
• Optional regenerate (true replaces the link so the old one stops working)
• Anyone with the link can view the preview; it never expires and is not indexed
• kb_create_article and kb_update_article also return a preview_url for drafts

Revisions

kb_list_article_revisions

List revision summaries for an article.

Key Features:

• Required article_id; optional locale, limit (1–50, default 20), and page (default 1)

kb_get_article_revision

Get a revision's full content.

Key Features:

• Required article_id and revision_id

kb_restore_article_revision

Restore an article translation from a prior revision.

Key Features:

• Required article_id and revision_id; optional expected_version
• Saves the current translation as a revision before restoring

Improvement proposals

kb_list_proposals

List Help Center improvement proposals.

Key Features:

• Optional status (pending, needs_decision, published, dismissed, ignored); ignored proposals are omitted by default
• Optional limit (1–50, default 20) and page (default 1)

kb_get_proposal

Get full details for an improvement proposal.

Key Features:

• Required proposal_id

kb_edit_proposal

Save a pending improvement proposal's title and Markdown without publishing.

Key Features:

• Required proposal_id, title (up to 255 characters), and content (full replacement Markdown)
• Only pending proposals can be edited; others return PROPOSAL_CONFLICT
• For a new-article proposal, the linked draft is saved with it; for an update proposal, the published article is unchanged
• Returns the updated proposal, still pending. Use this instead of kb_update_article for suggestion drafts

Articles

kb_create_article

Create a Help Center article.

Key Features:

• Requires at least one translations entry with locale, title, and Markdown content; excerpt and slug are optional
• excerpt is used as the meta description when seo_description is empty
• Translation entries optionally accept seo_title (search/social title; the page heading stays title), seo_description (search/social description; the visible excerpt is unchanged), noindex (hide from search engines), canonical_url (absolute HTTP(S) URL), and og_image_url (HTTPS social preview image)
• Optional category_id, position, and status (draft or published)

kb_update_article

Update a Help Center article.

Key Features:

• Required article_id; optional expected_version, category_id, position, status, and translations
• Translation entries accept the same optional SEO fields as kb_create_article; excerpt is used as the meta description when seo_description is empty
• Send category_id: null to uncategorize; omit it to keep the current category
• Content edits to an existing locale save a revision; SEO-only edits do not. A new locale needs title and content

kb_publish_article

Publish an article immediately.

Key Features:

• Required article_id; optional expected_version

kb_unpublish_article

Return a published article to draft.

Key Features:

• Required article_id; optional expected_version

kb_delete_article

Soft-delete a Help Center article.

Key Features:

• Required article_id; optional expected_version

kb_delete_article_translation

Delete one translation from an article.

Key Features:

• Required article_id and locale; optional expected_version
• The article must retain at least one translation

kb_reorder_articles

Set the order of all articles in one category group.

Key Features:

• Required ids containing all article UUIDs in the desired order
• Optional category_id; omit it or send null for uncategorized articles

Sections

kb_create_section

Create a Help Center section.

Key Features:

• Required name; optional slug and position

kb_update_section

Update a Help Center section.

Key Features:

• Required section_id; optional name, slug, and position

kb_delete_section

Delete a Help Center section.

Key Features:

• Required section_id; its categories become unsectioned

kb_reorder_sections

Set the display order of all Help Center sections.

Key Features:

• Required ids containing all section UUIDs in the desired order

Categories

kb_create_category

Create a Help Center category.

Key Features:

• Required name; optional slug, position, and section_id

kb_update_category

Update a Help Center category.

Key Features:

• Required category_id; optional name, slug, position, and section_id
• Send section_id: null to clear the section assignment

kb_delete_category

Delete a Help Center category.

Key Features:

• Required category_id; its articles become uncategorized

kb_reorder_categories

Set the display order of all Help Center categories.

Key Features:

• Required ids containing a