Indexing Engine Python Packages

marm-mcp-server

Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.

capyidx

CapyIdx indexes source repositories into SQLite and provides deterministic symbol lookup and code reconstruction. It is designed to be embedded in tools that need repository-aware code context. It has incremental re-indexing feature that re-indexes only modified or deleted files.

kmhelpers

A toolkit for managing, compressing, and querying k-mer indices

csan

Cutter-Sanborn call number generator. Can be used as CLI tool or as Python library.

iflow-mcp-lyellr88-marm-mcp-server

Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indexing & concept graphs in SQLite. Enables zero-cloud, privacy-first context & instant recall, supports multi-agent swarms.

cotarag

Agentic-AI framework w/o the headaches