PyRank

Structured Retrieval Python Packages

Python packages with the GitHub topic structured-retrieval. Sorted by relevance, with stars and monthly downloads.
jgravelle
jcodemunch-mcp

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

93K 2K 300
jgravelle
jmunch-core

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313B+ tokens saved.

68 2K 300