semantic search mcp servers

54yyyu/zotero-mcp

MCP server Claude CodeCodexCursor +2

A Model Context Protocol server for Zotero. Runs locally from the zotero-mcp-server Python package. Needs 5 environment variables to run.

doobidoo/mcp-memory-service

MCP server Claude CodeCodexCursor +2

MCP server "memory" as configured in doobidoo/mcp-memory-service. Runs mcp_memory_service.server with python. Needs 2 environment variables to run.

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.

BingoWon/apple-rag-mcp

MCP server Claude CodeCodexCursor +2

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients. Remote server at mcp.apple-rag.com.

flowing-abyss/obsidian-hybrid-search

MCP server Claude CodeCodexCursor +2

Search Obsidian vaults with hybrid full-text, fuzzy, semantic, and graph retrieval. Runs locally from the obsidian-hybrid-search npm package. Needs 10 environment variables to run.

justincasher/lean-explore

MCP server Claude CodeCodexCursor +2

MCP server "lean-explore", hosted remotely at www.leanexplore.com, as configured in justincasher/lean-explore.

pinecone-io/pinecone-claude-code-plugin

MCP server Claude CodeCodexCursor +2

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.

byenzyme/enzyme

MCP server Claude CodeCodexCursor +2

MCP server "enzyme" as configured in byenzyme/enzyme. Launched with https://github.com/byenzyme/enzyme/releases/download/v0.9.2/enzyme-mcp-0.9.2-mac. Needs 1 environment variable to run.

luuuc/sense

MCP server Claude CodeCodexCursor +2

MCP server "sense" as configured in luuuc/sense. Launched with https://github.com/luuuc/sense/releases/download/v0.84.3/sense_0.84.3_darwin_arm.

neverinfamous/memory-journal-mcp

MCP server Claude CodeCodexCursor +2

A MCP server built for developers enabling Git based project management with project and personal… Remote server at server.smithery.ai.

neverinfamous/memory-journal-mcp

MCP server Claude CodeCodexCursor +2

MCP server "memory-journal-mcp" as configured in neverinfamous/memory-journal-mcp. Runs in Docker (docker.io/writenotenow/memory-journal-mcp:v1.1.3).

houtini-ai/fanout-mcp

MCP server Claude CodeCodexCursor +2

Multi-URL comparative content analysis with topical gap detection. Runs locally from the @houtini/fanout-mcp npm package.

caiowilson/MCP-memento

MCP server Claude CodeCodexCursor +2

MCP server "memento" as configured in caiowilson/MCP-memento. Runs ${CLAUDE_PLUGIN_ROOT}/bin/memento-launcher.cjs with node. Needs 1 environment variable to run.

shivyadavus/open-kioku

MCP server Claude CodeCodexCursor +2

MCP server "open-kioku" as configured in shivyadavus/open-kioku. Launched with ok mcp serve --repo ..

sfk8815-create/sovena

MCP server Claude CodeCodexCursor +2

MCP server "sovena" as configured in sfk8815-create/sovena. Runs locally from the sovena Python package.

imshota1009/claude-memory-mcp

MCP server Claude CodeCodexCursor +2

Persistent memory system for Claude Code CLI using Obsidian-compatible markdown. Runs locally from the claude-memory-mcp npm package.

evan-moon/memex

MCP server Claude CodeCodexCursor +2

Local-first second brain with semantic search. Markdown notes indexed by a local ML model. Runs locally from the @evan-moon/memex npm package.

swapnanil/vectr

MCP server Claude CodeCodexCursor +2

MCP server "vectr", hosted remotely at localhost, as configured in swapnanil/vectr.

swapnanil/vectr

MCP server Claude CodeCodexCursor +2

Semantic codebase search + persistent working memory for AI code editors. Local, zero-config, MCP. No API key. Runs locally from the vectr Python package.

infinitnet/conceptnet-mcp

MCP server Claude CodeCodexCursor

MCP server "conceptnet-mcp" as configured in infinitnet/conceptnet-mcp. Runs locally from the conceptnet-mcp Python package.

huawang1258/semantic-code-mcp

MCP server Claude CodeCodexCursor

Semantic code search MCP server: Tree-sitter AST chunking + voyage-code-3 embeddings + hybrid retrieval (sqlite-vec + FTS5 + RRF) + Voyage rerank-2.5 + call graph expansion. Runs locally from the semcode-mcp Python package.

gitwork-oss/memgrep

MCP server Claude CodeCodexCursor

Local agent memory, coding loop, Cursor from Telegram, scheduled playbooks, and MCP tools. Runs locally from the memgrep npm package.

AIDataNordic/Food-Recipe-MCP

MCP server Claude CodeCodexCursor

Semantic search across 50,000+ food recipes with hybrid retrieval and reranking. Remote server at recipes.aidatanorge.no.

Stahldavid/sensegrep

MCP server Claude CodeCodexCursor

MCP server exposing sensegrep's semantic + structural code search to AI agents, delivering smaller, more relevant context. Runs locally from the @sensegrep/mcp npm package.