Inkeep
FreeInkeep 官方集成，基于 Inkeep 的 RAG 搜索你的内容。
FreeFree tier
Inputs: textOutputs: text
About Inkeep
Inkeep MCP Server is an open-source Python server that enables AI assistants (like Claude Desktop) to search and retrieve product documentation via Inkeep's RAG (Retrieval-Augmented Generation) API. It acts as a bridge between MCP-compatible clients and Inkeep's knowledge base, allowing users to ask conversational questions and get answers powered by their own docs and product content. The server is lightweight, easy to set up using uv, and requires an Inkeep account to obtain an API key.
Key Features
Search product documentation via Inkeep's RAG API
Integrates with Claude Desktop and other MCP clients
Simple setup using the uv Python project manager
Open source (MIT license) and self-hosted
Uses API key authentication from Inkeep Dashboard
Configurable tool name and description for MCP
Pros & Cons
Pros
- Open source and freely available with MIT license
- Easy integration with existing Inkeep RAG setup
- Fast deployment using uv and minimal dependencies
- Direct compatibility with Claude Desktop via standard MCP configuration
Cons
- Requires an Inkeep account and API key to function
- Dependent on Inkeep's backend RAG service – not standalone
- Limited to a single Q&A tool ('search-product-content') by default
- Setup requires familiarity with Python and MCP clients
Best For
Answer user questions by retrieving relevant product docs through a chatbotProvide documentation search within AI-powered development assistantsIntegrate product knowledge base with MCP-compatible tools for internal supportEnable conversational Q&A over technical documentation for developers
FAQ
What is Inkeep MCP Server?
It is an open-source Python server that allows MCP-compatible AI clients (like Claude Desktop) to search product documentation using Inkeep's RAG API.
How do I set up the Inkeep MCP Server?
Clone the GitHub repo, create a virtual environment with uv, install dependencies, obtain an API key from the Inkeep Dashboard, and configure your MCP client (e.g., Claude Desktop) with the necessary environment variables.
Do I need an Inkeep account?
Yes, you need an Inkeep account and an API key from the Integrations tab in the Inkeep Dashboard for the server to authenticate requests.
What is the default tool provided?
The default MCP tool is named 'search-product-content', designed to retrieve product documentation by framing queries as conversational questions about Inkeep.