crates.io
paradedb/paradedb
One Postgres for your application data, full-text search, vector retrieval, and aggregations. Home of the pg_search extension.
AGPL-3.0Aug 28, 2026 · metrics 2.10.0
All tags
Catalogue tag
#bm25
Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.
42 records
PyPI · Go · npm
infiniflow/infinity
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
Apache-2.0Aug 28, 2026 · metrics 2.10.0
Go · npm
smart-mcp-proxy/mcpproxy-go
Supercharge AI Agents, Safely
MITSep 12, 2026 · metrics 2.10.0
npm · PyPI
Ikalus1988/MisakaNet
📚 A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. | https://misakanet.org
Apache-2.0Oct 4, 2026 · metrics 2.10.0
PyPI · npm · crates.io
infino-ai/infino
Embedded retrieval library built on Parquet. Fast, efficient, and scalable.
Apache-2.0Sep 18, 2026 · metrics 2.10.0
PyPI · npm
lyonzin/knowledge-rag
Local RAG MCP server for Claude Code — hybrid search (semantic + BM25), cross-encoder reranking, 13 MCP tools, 20 format parsers. Zero external servers, zero API keys.
MITOct 4, 2026 · metrics 2.10.0
npm · crates.io
zvec-ai/zvec-grep
Local-first search across your workspace, built for humans and AI agents.
Apache-2.0Oct 15, 2026 · metrics 2.10.0
Go
oliver-kriska/scribe
LLM-managed personal knowledge base. Auto-extracts from git repos, Claude Code sessions (via ccrider FTS5), and iMessage bookmarks. Cross-project, qmd-indexed, runs on cron
MITSep 10, 2026 · metrics 2.10.0
PyPI
paradedb/sqlalchemy-paradedb
The official SQLAlchemy integration for ParadeDB
MITOct 16, 2026 · metrics 2.10.0
PyPI
priya-sundaram-dev/whoosh
Fast, pure-Python full-text indexing and search. Actively maintained continuation of Whoosh / whoosh-reloaded. Install: pip install whoosh3
Custom licenseSep 11, 2026 · metrics 2.10.0
npm · PyPI
tobi/qmd
mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local
MITSep 18, 2026 · metrics 2.10.0
npm · PyPI
memtomem/memtomem
Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.
Apache-2.0Sep 18, 2026 · metrics 2.10.0
PyPI
milvus-io/milvus-lite
A lightweight version of Milvus
Apache-2.0Sep 12, 2026 · metrics 2.10.0
npm
raymondchins/agentmap
Stop your coding agent reading the wrong files. Compiler-grade TS/JS repo map — 100% precision on blast radius vs grep's 60%, measured on public repos. CLI + MCP server, fully local, no vector DB.
MITSep 13, 2026 · metrics 2.10.0
Go
townsendmerino/ken
Fast hybrid code search for agents. Pure Go, drop-in MCP-compatible with semble.
MITSep 16, 2026 · metrics 2.10.0
PyPI · npm
SonAIengine/graph-tool-call
Graph-based tool retrieval for LLM agents — 248 tools → 82% accuracy, 79% fewer tokens. Zero dependencies. OpenAPI / MCP / LangChain.
MITSep 15, 2026 · metrics 2.10.0
PyPI · npm · Go
jeffhajewski/latticedb
Embedded single-file knowledge graph database with vector search and full-text search for AI/RAG apps
MITAug 23, 2026 · metrics 2.10.0
crates.io
SeekStorm/SeekStorm
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
Apache-2.0Sep 9, 2026 · metrics 2.10.0
Go · npm
eleboucher/memini
Give any MCP-capable agent persistent memory: remember/recall over a tiered store with hybrid vector + keyword retrieval. Single Go binary, SQLite or Postgres, embedded admin UI.
AGPL-3.0Oct 20, 2026 · metrics 2.10.0
npm · crates.io
srimon12/qql-rs
Declarative SQL query engine for Qdrant and edge vector databases. Multi-vector dense & BM25 sparse search, hybrid retrieval, CTEs, and MMR in Rust, Python, Node.js, and WebAssembly
MITSep 20, 2026 · metrics 2.10.0
PyPI
xhluca/bm25s
Fast BM25 search in Python, powered by Numpy and Numba
MITSep 12, 2026 · metrics 2.10.0
npm
takara-ai/miru-code
Code search that lets AI coding agents find the right files in fewer steps. Use the hosted endpoint or self-host, works with Claude Code, Copilot and Cursor via MCP.
MITSep 12, 2026 · metrics 2.10.0
npm
kurajs/kura
Kura — the knowledgebase for humans and agents. Agent-native docs infrastructure, built on June.
MITSep 15, 2026 · metrics 2.10.0
PyPI
wallter/trw-memory
Standalone AI agent memory engine — hybrid search (BM25 + vectors), Q-learning scoring, Ebbinghaus decay, tiered storage, knowledge graph. Part of TRW Framework.
Custom licenseOct 10, 2026 · metrics 2.10.0
Packagist
teamtnt/tntsearch
A fully featured full text search engine written in PHP
MITSep 17, 2026 · metrics 2.10.0
crates.io
L-Defraiteur/lucivy
BM25 full-text search that actually finds what you type — fuzzy substrings across token boundaries, accent-insensitive, with byte-offset highlights. Python + Rust, built for hybrid search with vector DBs.
Custom licenseSep 18, 2026 · metrics 2.10.0
npm
hamr0/litectx
Agent memory + every context-engineering primitive (write / select / compress / isolate) in one importable library. Ranked recall with activation decay over SQLite/FTS5. One production dependency (better-sqlite3).
Apache-2.0Sep 10, 2026 · metrics 2.10.0
PyPI
ashishsinha1602/schemagate
Identity-scoped schema selection for text-to-SQL: give the model only the tables this caller may read, and 75% fewer prompt tokens.
Custom licenseSep 18, 2026 · metrics 2.10.0
Go
dmmdea/meta-router
A capability router for Claude Code — surfaces the most relevant installed skills per prompt via a local hybrid-retrieval hook. Fully local, fail-open.
Apache-2.0Sep 19, 2026 · metrics 2.10.0
PyPI
bxw91/brainpalace
Vector Graph RAG for code & docs with Persistent Chat-Session Memory — BM25 (multi-lang), AST chunking. Hybrid, Compute, Scan, Timeline, Absence, Salience. Graph + temporal knowledge. Privacy Stamps. Source Adapters. Chat summarisation + verbatim copy + free scan. Git indexing. CLI, MCP and Claude Code plugin. Ollama or cloud LLMs. Dashboard.
MITSep 11, 2026 · metrics 2.10.0