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MCP servers tagged code-search

69 live MCP servers tagged "code-search", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with code-search.

69
live servers
48
avg trust
1.4K
most stars
1

Grepai

yoanbernabeu

Semantic Search & Call Graphs for AI Agents (100% Local)

★ 1.4Kupdated 6 months agoMIT
92
2

Mantic.sh

marcoaapfortes

A structural code search engine for Al agents.

★ 540updated 7 months agoNOASSERTION
89
3

bgauryy/octocode-mcp

bgauryy

MCP server for semantic code research and context generation on real-time using LLM patterns | Search naturally across public & private repos based on your permissions | Transform…

★ 741updated 6 months agoMIT
87
4

Octocode

Muvon

Model Context Protocol (MCP) server for advanced GitHub repository analysis and code discovery. Provides AI assistants with powerful tools to search, analyze, and understand codeb…

★ 236updated 6 months agoApache-2.0
82
5

Probe

probelabs

AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with tree-sitter AST parsing. Powers AI coding assistants with precise, context-aware code unde…

★ 468updated 6 months agoApache-2.0
80
6

Cocoindex Code

cocoindex-io

A super light-weight embedded code mcp (AST based) that just works - saves 70% token and improves speed for coding agent. 🌟 Star if you like it!

★ 238updated 6 months agoApache-2.0
80
7

st3v3nmw/sourcerer-mcp

st3v3nmw

MCP for semantic code search & navigation that reduces token waste

★ 107updated 9 months agoMIT
77
8

Heuristic MCP

softerist

Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.

★ 21updated 6 months agoMIT
75
9

srclight/srclight

srclight

Deep code indexing MCP server for AI agents. 25 tools: hybrid FTS5 + embedding search, call graphs, git blame/hotspots, build system analysis. Multi-repo workspaces, GPU-accelerat…

★ 10updated 6 months agoMIT
72
10

Coco Search

VioletCranberry

Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion.…

★ 14updated 6 months agoMIT
69
11

Claude Context Local

FarhanAliRaza

Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Embeddings are created and stored locally. No API cost.

★ 194updated 9 months ago
64
12

Graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local determi…

64
13

Antigravity Workspace Template

Workspace template + MCP server for Claude Code, Codex CLI, Cursor & Windsurf. Multi-agent knowledge engine (ag-refresh / ag-ask) that turns any codebase into a queryable AI assis…

64
14

Repobrain

🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.

64
15

Codecompass

alvinveroy

CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor,…

★ 10updated a year agoMIT
62
16

Snippets

cheolwanpark

Automatically extracts, processes, and indexes code snippets from GitHub repositories into a searchable vector database.

★ 57updated 10 months agoMIT
61
17

Llmc

vmlinuzx

One stop shop - Local-first RAG stack with intelligent polyglot-code/docs, remote code execution, local llama enrichment, progressive disclosure tools, mcp server, sandboxed secur…

★ 31updated 6 months agoMIT
61
18

vezlo/src-to-kb

vezlo

Convert source code to LLM ready knowledge base

★ 29updated 8 months agoNOASSERTION
61
19

Claude Context Local

MikeO-AI

🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternative to cloud-based code context with full data sovereignty. No API keys, no external calls, 100% loc…

★ 10updated 11 months agoMIT
59
20

Coderag

maciek-O-digiaidev

MCP server for CodeRAG - Model Context Protocol integration for RAG

★ 2updated 6 months agoMIT
59
21

Semble

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

59
22

Codanna

Local code intelligence MCP server and CLI for AI coding agents

59
23

Tavily Server

it-beard

AI-powered search capabilities for AI assistants using the Tavily API and Model Context Protocol (MCP)

★ 7updated a year agoMIT
57
24

Ace MCP Go

xiaoxu123195

Go-based MCP server for codebase indexing and semantic search (Augment-compatible)

★ 2updated 9 months agoMIT
54
25

Devo

Open-source, model-neutral agent desktop/runtime for private, enterprise, and OpenAI-compatible model environments. Supports DeepSeek, Qwen, Kimi, Anthropic-compatible APIs, MCP,…

52
26

Gno

Local semantic search for your documents. Index Markdown, PDF, and Office files with hybrid BM25 + vector search.

47
27

Vera

Local code search combining BM25, vector similarity, and cross-encoder reranking. Parses 60+ languages with tree-sitter, runs entirely offline, and returns structured results with…

44
28

Deepseekagents DSA Context Engine

Cost saving Cognitive Architecture for AI Agents. Infinite Context. Perfect Recall. Zero Hallucinations.

44
29

codevault

git+shariqriazz

AI-powered semantic code search via Model Context Protocol

39
30

Reporecall

Local codebase memory for Claude Code and MCP - AST indexing, call graphs, hybrid search. 0 tool calls, 3-8x fewer tokens.

39
31

Srag

Semantic code search and RAG system written in Rust with tree-sitter chunking, MCP server for IDE integration, prompt injection detection, and secret redaction

39
32

Mimirs

Local MCP server that gives AI coding agents persistent, searchable memory of your codebase

39
33

Unch

Local-first semantic code search for repository annotations via GGUF embeddings and sqlite-vec.

39
34

Argyph

Local-first MCP server giving AI coding agents fast, structured, and semantic context over any codebase. Zero config, zero cloud, full context.

39
35

Doora

Doora parses source files into syntax trees and runs S-expression queries to find functions, types, and call sites that grep misses. Supports Rust, Python, JS, TS, Go, C, and C++.…

39
36

Sweet Search

Local code search for AI agents: six fast, purpose-built tools that return ranked answers, not raw grep. Because maybe grep isn't all you need... 🍬

39
37

Cqs

Code intelligence and RAG for AI agents: semantic search, call graphs, impact analysis, and context assembly in single tool calls. 54 languages + L5X/L5K PLC. 70.7% R@5 / 47.2% R@…

39
38

ContextGO

Local-first context & memory runtime for multi-agent AI coding teams. MCP-free. Rust/Go accelerated.

39
39

Sourcegraph MCP Server

A Model Context Protocol (MCP) server that connects AI assistants to Sourcegraph code search with natural language capabilities

37
40

Greptile MCP Server

Modern TypeScript MCP server for AI-powered code search and querying with Greptile API

37
41

Open Repo

CLI to run local MCP server for indexing local code repositories. Parse, search and serve your codebase to AI agents via the Model Context Protocol.

37
42

Repo Lens

MCP server for multi-repository AST-based symbol search and API route discovery

37
43

Codebasesearch

Ultra-simple code search tool with Jina embeddings, LanceDB, and MCP protocol support

37
44

Codixing

Code retrieval engine for AI agents — MCP server

37
45

Code Intel

Static code analysis platform — builds a Knowledge Graph from source code with Web UI, HTTP API, CLI, and MCP server

37
46

Flashlight

MCP Server that uses DeepSeek's 1M context window for whole-codebase code search

37
47

Code Intelligence

Code Intelligence MCP Server - Smart context for your LLM coding agent

37
48

Semantiq

Semantic code understanding for AI tools - One MCP Server for all AI coding assistants

37
49

Codebase Semantic Search

Local semantic search engine for any codebase. MCP + HTTP + file watcher. Reuses Ollama embeddings + Milvus vector storage.

37
50

Codebase Search

Read-only MCP server exposing ripgrep content search, file glob and file read over a checked-out code base (root-locked). Grounds agent answers in the actual source.

37
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