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licenseA
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maintenanceA TypeScript MCP server that allows querying documents using LLMs with context from locally stored repositories and text files through a RAG (Retrieval-Augmented Generation) system.
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minimal MCP server that pre-scrapes React learning docs into DuckDB
hybrid search using DuckDB full-text search and transformer-based reranking
uv sync
uv run main_setup.py
uv run main.pyRelated MCP server: mcp-rag-server
# initialize request
{"jsonrpc":"2.0","id":0,"method":"initialize","params":{"protocolVersion":"2025-03-26","capabilities":{},"clientInfo":{"name":"manual-cli","version":"1.0.0"}}}
{"jsonrpc":"2.0","method":"notifications/initialized"}
{"jsonrpc":"2.0","id":1,"method":"tools/list","params":{}}
{"jsonrpc":"2.0","id":2,"method":"tools/call","params":{"name":"search","arguments":{"question":"CSSにについて教えて"}}}
# response -> {"jsonrpc":"2.0","id":1,"result":{"content":[{"type":"text","text":"概要引用符で文字列を渡す 波括弧は JavaScript 世界への窓口 波括弧を使える場所 「ダブル波括弧」で JSX 内に CSS やその他のオブジェクトを含める オブジェクトと波括弧でさらにいろいろやってみる まとめチャレンジ問題"}],"isError":false}}
vscode settings.json
"react-learning-mcp":{
"command": "bash",
"args": [
"-c",
"cd {{REPOSITORY_PATH}} && uv run main.py"
]
}This server cannot be deployed
MCP server for querying Forkast documentation
An MCP server that gives your AI access to the source code and docs of all public github repos
Agent-native MCP server over the public saagarpatel.dev corpus. Read-only, stateless.