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The Model Context Protocol (MCP) allows AI tools to search and query documentation directly. An MCP server is automatically generated for these docs.
Looking for the Query API MCP server? This page covers the documentation MCP server. For AI agent access to the Query API (data retrieval), see Query API MCP Setup.

MCP Servers

Emerge provides two MCP servers:
ServerPurposeURL
DocumentationSearch and query these docshttps://docs.emergedata.ai/mcp
Query APIRetrieve user datahttps://mcp.emergedata.ai/mcp
This page covers the Documentation MCP server setup. For Query API MCP server setup, see Query API MCP Setup.

Documentation MCP Server URL

https://docs.emergedata.ai/mcp
Transport: Streamable HTTP (http)

Setup by tool

Add MCP server

claude mcp add --transport http emerge https://docs.emergedata.ai/mcp

Verify connection

claude mcp list
You should see:
emerge: https://docs.emergedata.ai/mcp (connected)

Usage

Claude Code will automatically use the docs when relevant:
claude "How do I implement delta queries in Emerge?"

Verifying the connection

After setup, test the connection by asking your AI tool:
“Search the Emerge documentation for how to handle callbacks”
The AI should:
  1. Query the MCP server
  2. Find the callbacks documentation
  3. Return a detailed answer with code examples
If the AI gives a generic response or says it can’t find information, the MCP connection may not be configured correctly.

Troubleshooting

Some AI tools require explicit activation:
  • Restart the tool after adding configuration
  • Check that the config file is in the correct location
  • Verify the URL is exactly https://docs.emergedata.ai/mcp
  • Verify transport is http (not sse)
The MCP server should respond within seconds. If timeouts occur:
  • Check your internet connection
  • Try accessing the URL in a browser
  • Contact support if the issue persists
The MCP server reflects the current live documentation. If responses seem outdated:
  • The AI may be using cached context
  • Start a new conversation
  • Explicitly ask it to search the docs again

What the AI can access

The MCP server provides access to:
All guide pages (Link API, Query API, etc.)
API reference documentation
Code examples in TypeScript and Python
Troubleshooting and best practices
The AI cannot:
  • Access your API credentials
  • Make API calls on your behalf
  • See your application’s data

Next steps

Contextual Menu

One-click AI integrations on every page

Examples

See AI workflow examples