32 tagged hybrid-search, measured the same way as everything else here.
Browse within: embeddings 15LLM 10bm25 9knowledge-base 9knowledge-graph 6local-first 5model-context-protocol 5
MCP server Claude CodeCodexCursor +2
Easy-to-setup local RAG server with minimal configuration. Runs locally from the mcp-local-rag npm package. Needs 8 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "memory-vault" as configured in MihaiBuilds/memory-vault. Runs in Docker (ghcr.io/mihaibuilds/memory-vault-mcp:1.6.0). Needs 5 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "fortemi" as configured in Fortemi/fortemi. Runs ./mcp-server/index.js with node. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "connapse" as configured in Destrayon/Connapse. Runs in Docker (ghcr.io/destrayon/connapse:v0.3.2).
MCP server Claude CodeCodexCursor +2
One of 3 in .mcp.json
CLI-first semantic code search with MCP integration and interactive D3.js visualization for exploring code relationships. Runs locally from the mcp-vector-search Python package. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
MCP server "soroka" as configured in AndyShaman/Soroka. Runs locally from the soroka Python package.
MCP server Claude CodeCodexCursor +2
Local semantic search CLI and optional MCP stdio server for Markdown vaults. BM25 + vector + wikilink graph + metadata via RRF. Native CJK. Runs locally from the seeklink Python package.
MCP server Claude CodeCodexCursor +2
Local knowledge substrate for owned markdown/Obsidian vaults, exposed through MCP, REST, and CLI with multimodal OCR/ASR/CLIP search. Runs locally from the exomem Python package.
BjornMelin/qdrant-neo4j-crawl4ai-mcp
MCP server Claude CodeCodexCursor +2
MCP server "qdrant-neo4j-crawl4ai-mcp" as configured in BjornMelin/qdrant-neo4j-crawl4ai-mcp. Runs locally from the qdrant-neo4j-crawl4ai-mcp Python package.
MCP server Claude CodeCodexCursor +2
Trustworthy retrieval for an AI agent's own memory — verdict, confidence and provenance per hit, or an explicit abstention. Runs locally from the recall-rag Python package. Needs 3 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "decisionagent-platform" as configured in krmaschek/decisionAgent. Runs locally from the decisionagent Python package. Needs 1 environment variable to run.
MCP server Claude CodeCodexCursor +2
A declarative way to control LLMs. Runs locally from the noema Python package.
nikitacometa/mnemon-memory-mcp
MCP server Claude CodeCodexCursor +2
Persistent layered memory MCP server for AI agents — SQLite + FTS5 backend. Runs locally from the mnemon-mcp npm package. Needs 3 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "ariadne" as configured in mclaut/ariadne. Launched with https://github.com/mclaut/ariadne/releases/download/v0.8.9/ariadne-v0.8.9.mcpb. Needs 5 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "ephemeral-buffer-mcp-core" as configured in k-rister/ephemeral-buffer-mcp. Runs locally from the ephemeral-buffer-mcp-core Python package.
MaximilianoRodrigoSoria/project-trucha
MCP server Claude CodeCodexCursor +2
MCP server "project-trucha" as configured in MaximilianoRodrigoSoria/project-trucha. Launched with trucha-mcp.
MCP server Claude CodeCodexCursor +2
Local hybrid retrieval (BM25 + embeddings + RRF) for agent memory and codebases — one SQLite file, MCP server included. Runs locally from the shelfmark-rag Python package.
MCP server Claude CodeCodexCursor +2
A searchable second brain for AI agents: ranked keyword and semantic search over your Markdown. Runs locally from the @dikolab/kbdb npm package.
MCP server Claude CodeCodexCursor +2
Keyword, vector, hybrid, and SQL retrieval over data on object storage, for AI agents. Runs locally from the @infino-ai/mcp-server npm package. Needs 8 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server "selvage" as configured in naidx0/selvage. Runs locally from the selvage npm package.
MCP server Claude CodeCodexCursor +2
On-device hybrid search for markdown knowledge bases. BM25 + vector + LLM reranking with link graphs, time decay, and HyDE. Designed for pi coding agent. Runs locally from the @naveenadi/mnemonic npm package.
MCP server Claude CodeCodexCursor +2
MCP server "klarova" as configured in samson-ailabs/Klarova. Runs locally from the klarova Python package.
MCP server Claude CodeCodexCursor +2
Single-user RAG framework for personal archives. Local-first, MCP-native. Runs locally from the corpus-rag Python package.
MCP server Claude CodeCodexCursor +2
Memory Vault MCP Server — Markdown + SQLite knowledge store with bidirectional [[wikilinks]] for AI agents. Runs locally from the vault-mcp Python package.