hybrid-search MCP servers

shinpr/mcp-local-rag

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.

pinecone-io/pinecone-claude-code-plugin

MCP server Claude CodeCodexCursor +2

Part of pinecone-claude-code-plugin

Model Context Protocol server for Pinecone - enables AI assistants to interact with Pinecone indexes and documentation. Runs locally from the @pinecone-database/mcp npm package. Needs 1 environment variable to run.

i-dot-ai/lex

MCP server Claude CodeCodexCursor +2

Part of lex

MCP server "lex", hosted remotely at lex.lab.i.ai.gov.uk, as configured in i-dot-ai/lex.

MihaiBuilds/memory-vault

MCP server Claude CodeCodexCursor +2

MCP server "memory-vault" as configured in MihaiBuilds/memory-vault. Runs in Docker (ghcr.io/mihaibuilds/memory-vault-mcp:1.4.0). Needs 5 environment variables to run.

Fortemi/fortemi

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.

eleboucher/memini

MCP server Claude CodeCodexCursor +2

Part of memini

MCP server "memini", hosted remotely, as configured in eleboucher/memini.

bobmatnyc/mcp-skillset

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.

bobmatnyc/mcp-skillset

MCP server Claude CodeCodexCursor +2

One of 3 in .mcp.json

MCP server "kuzu-memory" as configured in bobmatnyc/mcp-skillset. Launched with kuzu-memory mcp.

bobmatnyc/mcp-skillset

MCP server Claude CodeCodexCursor +2

One of 3 in .mcp.json

MCP server "mcp-skillset" as configured in bobmatnyc/mcp-skillset. Launched with /Users/masa/Projects/mcp-skillset/mcp-skillset-dev mcp.

Destrayon/Connapse

MCP server Claude CodeCodexCursor +2

MCP server "connapse" as configured in Destrayon/Connapse. Runs in Docker (ghcr.io/destrayon/connapse:v0.3.2).

AndyShaman/Soroka

MCP server Claude CodeCodexCursor +2

MCP server "soroka" as configured in AndyShaman/Soroka. Runs locally from the soroka Python package.

simonsysun/seeklink

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.

Artexis10/exomem

MCP server Claude CodeCodexCursor +2

Part of exomem-hosted-records

MCP server "exomem", hosted remotely at substratesystems.io, as configured in Artexis10/exomem.

Artexis10/exomem

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.

louis49/melchizedek

MCP server Claude CodeCodexCursor +2

Part of melchizedek

Persistent memory for Claude Code — offline, single-file, hybrid search. Runs locally from the melchizedek npm 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.

ShoaibImranTech/noema-ai

MCP server Claude CodeCodexCursor +2

A declarative way to control LLMs. Runs locally from the noema Python package.

GiulioDER/RE-call

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.

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.

mclaut/ariadne

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.

krmaschek/decisionAgent

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.

MaximilianoRodrigoSoria/project-trucha

MCP server Claude CodeCodexCursor +2

MCP server "project-trucha" as configured in MaximilianoRodrigoSoria/project-trucha. Launched with trucha-mcp.

LucasSantana-Dev/shelfmark

MCP server Claude CodeCodexCursor

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.

riemannulus/knowledge-base

MCP server Claude CodeCodexCursor

Part of kb-workflow

MCP server "kb", hosted remotely, as configured in riemannulus/knowledge-base.