cornelcroi/context-lens
Semantic search knowledge base for MCP-enabled AI assistants. Index local files or GitHub repos, query with natural language. Built on LanceDB vector storage. Works with Claude Desktop, Cursor, and other MCP clients.
Implements language-aware parsing (AST for Python, structural JSON parsing, markdown header chunking) to preserve content structure, then converts intelligently-chunked content into 384-dimensional semantic vectors using a local `sentence-transformers` embedding model stored in LanceDB's Apache Arrow format. Available as an MCP server for Claude Desktop, Cursor, and other compatible clients, with support for indexing local files or GitHub repositories entirely offline.
Available on PyPI.
Stars
19
Forks
3
Language
Python
License
MIT
Category
Last pushed
Nov 20, 2025
Monthly downloads
302
Commits (30d)
0
Dependencies
12
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