semantic-search MCP servers

40 tagged semantic-search, measured the same way as everything else here.

Browse within: embeddings 6model-context-protocol 6code-search 5mcp-server 5

zotero-mcp

01

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.

not rated 5.4k +122 today A Socket: warn tokens not measured original MIT

mcp-local-rag

02

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.

not rated 414 +4 yesterday A Socket: warn tokens not measured original MIT

mcp-server

03

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.

not rated 120 6d ago A tokens not measured original MIT

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.

not rated 111 +2 4d ago A tokens not measured original MIT

enzyme

05

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.

not rated 88 +2 9d ago A tokens not measured

cortex-scout

06

cortex-works/cortex-scout

MCP server Claude CodeCodexCursor +2

MCP server "cortex-scout" as configured in cortex-works/cortex-scout. Launched with env RUST_LOG=warn CORTEX_SCOUT_MCP_CONFIG_REV=2026-04-10-timeout-guard-v1 OUTBOU.

not rated 70 26d ago A tokens not measured original MIT

context-engine

07

Kirachon/context-engine

MCP server Gemini CLI

MCP server "context-engine" as configured in Kirachon/context-engine. Launched with D:\GitProjects\context-engine\node_modules\.bin\tsx.cmd D:\GitProjects\context-e. Needs 1 environment variable to run.

not rated 48 23d ago A tokens not measured

sense

08

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.

not rated 39 today A tokens not measured original MIT

fanout

09

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.

not rated 13 +1 9d ago A tokens not measured original Apache-2.0

sovena

10

sfk8815-create/sovena

MCP server Claude CodeCodexCursor +2

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

not rated 7 1mo ago A tokens not measured original MIT

claude-memory-mcp

11

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.

not rated 5 3mo ago A tokens not measured original MIT

textrawl-local

12

jeffgreendesign/textrawl

MCP server Cursor

MCP server "textrawl-local", hosted remotely at localhost, as configured in jeffgreendesign/textrawl.

not rated 5 2d ago A tokens not measured original MIT

memex

13

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.

not rated 3 26d ago A tokens not measured original MIT

vectr

14

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.

not rated 2 1mo ago A tokens not measured original MIT

conceptnet-mcp

15

infinitnet/conceptnet-mcp

MCP server Claude CodeCodexCursor +2

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

not rated 2 3mo ago A tokens not measured GPL-3.0

semcode-mcp

16

huawang1258/semantic-code-mcp

MCP server Claude CodeCodexCursor +2

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.

not rated 2 2mo ago A tokens not measured original MIT

memgrep

17

gitwork-oss/memgrep

MCP server Cursor

MCP server "memgrep" as configured in gitwork-oss/memgrep. Launched with ${userHome}/.nvm/versions/node/v20.20.2/bin/memgrep serve.

not rated 2 changed 1mo ago A tokens not measured original MIT

food-recipe-mcp

18

AIDataNordic/Food-Recipe-MCP

MCP server Claude CodeCodexCursor +2

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

not rated 1 3mo ago A tokens not measured original MIT

sensegrep

19

Stahldavid/sensegrep

MCP server Claude CodeCodexCursor +2

Semantic + structural code search MCP server for AI-native development. Runs locally from the @sensegrep/mcp npm package. Needs 3 environment variables to run.

not rated 1 20d ago A tokens not measured original Apache-2.0

vibo-memory

20

vnbochkarev-netizen/ViBo-memory

MCP server Claude CodeCodexCursor +2

Memory for AI agents: persistent L1/L2/L3, web-search savings, thread memory. Runs locally from the @vibo-dev/vibo-mcp npm package. Needs 1 environment variable to run.

not rated 1 1mo ago A tokens not measured original MIT

BrainSlugs83/GithubCopilotCLI-VectorMemoryMCP

MCP server Claude CodeCodexCursor +2

MCP server that gives GitHub Copilot CLI persistent long-term memory via local semantic vector search. Install: npx -y ghcp-cli-vector-memory-mcp. Runs locally from the ghcp-cli-vector-memory-mcp npm package.

not rated 1 4mo ago A tokens not measured original MIT

rag-mcp

22

mrankitvish/RAG-MCP

MCP server Claude CodeCodexCursor +2

This is a local rag-mcp solution with chromadb using langchain and docling. Runs locally from the rag-mcp Python package.

not rated 1 4mo ago A tokens not measured original MIT

synccontext

23

infinitylabs-io/SyncContext

MCP server Claude CodeCodexCursor +2

MCP server "synccontext" as configured in infinitylabs-io/SyncContext. Runs locally from the synccontext Python package.

not rated 1 5mo ago A tokens not measured original MIT

sense-mcp

24

m3data/sense-mcp

MCP server Claude CodeCodexCursor +2

MCP server "sense-mcp" as configured in m3data/sense-mcp. Runs locally from the sense-mcp Python package.

not rated 1 5mo ago A tokens not measured original Apache-2.0