CodeWiki MCP Server
Enables querying any GitHub, GitLab, or Bitbucket repository and getting AI-generated answers about the codebase, powered by Gemini.
README
CodeWiki MCP Server
<p align="center"> <img src="https://raw.githubusercontent.com/Cloudmeru/CodeWiki-MCP/main/docs/favicon.svg" alt="CodeWiki MCP logo" width="96" height="96"> </p>
<p align="center"> <a href="https://pypi.org/project/codewiki-mcp/"><img src="https://img.shields.io/pypi/v/codewiki-mcp" alt="PyPI"></a> <a href="https://github.com/Cloudmeru/CodeWiki-MCP/blob/main/LICENSE"><img src="https://img.shields.io/github/license/Cloudmeru/CodeWiki-MCP" alt="License"></a> <a href="https://python.org"><img src="https://img.shields.io/pypi/pyversions/codewiki-mcp" alt="Python"></a> </p>
An MCP server that brings Google CodeWiki into your editor. Query any GitHub, GitLab, or Bitbucket repository and get AI-generated answers about the codebase — powered by Gemini.
Documentation · Release Notes · PyPI
Sample Conversation
<p align="center"> <img src="https://raw.githubusercontent.com/Cloudmeru/CodeWiki-MCP/main/docs/sample_chat.gif" alt="Sample conversation using CodeWiki MCP and CodeWiki Agent" width="800"> </p>
<p align="center"> <em>Sample conversation using CodeWiki MCP server with the CodeWiki Agent in VS Code Chat.</em> </p>
Quick Start
pip install codewiki-mcp
playwright install chromium
Client Setup
VS Code
Open Command Palette (Ctrl+Shift+P) → MCP: Add Server → Command (stdio) → enter codewiki-mcp.
Or add to .vscode/mcp.json:
{
"servers": {
"codewiki-mcp": {
"type": "stdio",
"command": "codewiki-mcp"
}
}
}
Claude Desktop
Add to claude_desktop_config.json:
{
"mcpServers": {
"codewiki": {
"command": "codewiki-mcp"
}
}
}
Docker
docker build -t codewiki-mcp .
docker run -it --rm codewiki-mcp
Tools
| Tool | Description |
|---|---|
codewiki_list_topics |
Topics overview with previews |
codewiki_read_structure |
JSON table of contents |
codewiki_read_contents |
Full or section-specific docs (paginated) |
codewiki_search_wiki |
Gemini-powered Q&A chat |
codewiki_request_indexing |
Submit unindexed repos for indexing |
All tools accept repo_url as a full URL or owner/repo shorthand.
Documentation
Configuration, architecture, agentic AI guides, and more — see the full documentation.
License
MIT
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
E2B
Using MCP to run code via e2b.
Neon Database
MCP server for interacting with Neon Management API and databases
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.