#bm25

Okfy

Knowledge engineering for AI agents: distill corpora too big for any context window into small, verified, git-native knowledge bundles

Sivru

Code search and session observability for coding agents. Hybrid BM25+semantic, optional cross-encoder rerank, self-bench on your own data. n...

Codexray

A Repository-Aware, Knowledge-Learning local MCP that understands your codebase in Real Time powered by Hybrid Semantic + Full-Text Engine,...

Redevops RAG

Hybrid RAG (DuckDB vector + BM25 + RRF + recency/keyword priors + optional cross-encoder rerank) as an installable library + CLI.

Codeseek

Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reran...

Pmb

Local-first persistent memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Decisions, lessons and facts live in one SQLite fi...

Mcpproxy Go

Supercharge AI Agents, Safely

Moraine

Unified realtime agent trace database & search MCP