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MCP servers tagged code-search
277 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.
Karp Inspector Lite
Claude Desktop extension with semantic code search, grep, file outlines & diffs. Local embeddings, zero API keys, one-click install.
Devbrain Stdio
DevBrain - MCP Server for Indie Developers and Founders. Remote MCP server at: https://devbrain.svenai.com/mcp
Lancer MCP
Self-hosted MCP server for hybrid semantic code search and repository intelligence.
Qgrep MCP
Indexed code search MCP server. Orders of magnitude faster than ripgrep on large codebases. Built for Claude Code, works with Codex CLI, Cursor, Copilot, and any MCP client. Sea…
Understand Quickly
Public registry of code-knowledge graphs for AI agents. Awesome-list 2.0: pointers to schema-validated content, not just links.
Cognitive Project Layer
Local-first context engine for coding agents: project skeleton, symbols, references, graph, retrieval, confidence, MCP, CLI, and HTTP API.
Veles
Fast hybrid (BM25 + semantic) local code search for AI agents - pure Rust, persistent index, MCP/gRPC servers, tree-sitter symbols
Glyphtrail
Local code intelligence graph for AI coding agents: Tree-sitter static analysis, structural code search, dependency impact, blast-radius analysis, CLI and MCP server.
JSungMin/vs-token-safer
only, no IDE. Claude Code plugin + `vts` CLI.
Trusty Tools
Unified Rust workspace for the trusty-* AI developer-tooling ecosystem: hybrid code search, memory palace, code analysis, PR review, and the MPM multi-agent platform — MCP servers…
Codesynapse
MCP server for code intelligence - maps source code into a knowledge graph so AI tools understand architecture, not just files. Built in Rust.
Aikd
Indexed semantic & BM25 code search for AI agents. Give your AI instant memory of your codebase. Rust | MCP Server.
Vaelor
A memory of the codebase your AI agent can't get from grep: a persistent call graph, semantic search, and per-symbol review learnings over any repo. Self-hosted MCP server — Go, t…
SemanticSourceCode
Search your C# codebase by meaning, not keywords. 100% local - Ollama embeddings + SQLite vectors + MCP server. No cloud, no telemetry.
Deepcontext
MCP server enabling symbol-aware semantic search in Claude Code
Hound MCP
MCP server for Hound code search - expose regex-based code search to Claude Code and AI agents
CodeWell
Local coding memory for AI agents. MCP-native. No LLM API required.
Sivru
Code search and session observability for coding agents. Hybrid BM25+semantic, optional cross-encoder rerank, self-bench on your own data. npm install -g @sivru/cli
Dag MCP Server
Documentation Augmented Generation (DAG) MCP Server - First multi-ecosystem, version-aware MCP server to reduce AI code hallucinations
Fleet Mem
Shared code intelligence for agent fleets — AST-aware semantic search + multi-agent memory with git-concurrent coordination
Codeloom
Your AI agent's codebase map. Local-first, hybrid-search code graph for 51+ languages & formats. MCP server. 100% private.
Github Code Rag MCP
MCP server for real-time GitHub code search and reuse. FTS5 full-text index + Bing fallback + bonus requirements analysis Agent. Zero git clone, zero vector DB, only 1 dependency.
Aosp MCP
Android source code search for AI agents: a fast, token-efficient MCP server for cs.android.com
Semantic Code MCP
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
Agent Session Mirror
Best AI Coding Agent Observability Tool 2026 - Self-Bench & Semantic Search
Celeste For Claude
Claude Code skills for Celeste CLI — graph-based code review, semantic search, dependency analysis via MCP
Ccc Plugin
Claude Code plugin for cocoindex-code: semantic retrieval via MCP, git-hook auto-refresh, one-command project onboarding
Structured Repo Context MCP
MCP server for semantic code search and codebase analysis — AST parsing, Tree-sitter, embeddings and vector search for AI assistants and LLMs
Descry
Local hybrid (vector + BM25) code search for AI coding agents — AST chunking, MiniLM embeddings on ONNX, Go call graph, MCP server. No external services.
ContextFlux
Task-adaptive repository context engine for coding agents: local MCP, exact token budgets, and dependency-aware retrieval.
Provenlens
Personal pre-indexed code knowledge graph for Java, Ruby, TypeScript and JavaScript — a call graph plus nine string-binding plugins for the wiring a call graph structurally cannot…
Code2Database
Scan C/C++/Go/Python/Java/Rust/etc. codebases and generate directed call graphs with call ordering, conditions, conditional compilation paths, concurrency analysis, and confidence…
Repository Mind
A desktop tool that turns GitHub repositories into evidence-based project reports and AI-readable indexes.
Hyponoia
Code context engine for AI coding agents — indexes repositories into a queryable graph and returns exact code spans instead of whole files
Senior Code MCP
MCP server giving coding agents semantic + structural search over your codebase, so they reuse proven patterns instead of guessing. Finalist - Cursor × Superteam Geor…
Shelfmark
Local hybrid retrieval (BM25 + embeddings) for agent memory & code, in one SQLite file. No cloud, no services. MCP server included for Claude Code and other agents.
Ragdoll
Retrieval-Augmented Generation Driven by Offline Local LLMs
Lci Cpp
Lightning Code Index — sub-millisecond semantic code search with an MCP server for AI assistants. 13 languages, CLI + HTTP + Unix socket.
Codebase Qa
Ask questions about any GitHub repo in natural language. Local embedding + ChromaDB + LLM with cited code paths (Anthropic + OpenAI-compatible)
Codegraph Go
A ground-up Go rewrite of CodeGraph — the pre-indexed code knowledge graph for coding agents. Single static binary, verifiable supply chain.
Code Search
Hybrid semantic + lexical code search MCP server with persistent per-project indexes and source-backed evidence
Relith
Local-first context engine for AI-assisted coding. One SQLite index powering MCP-native search, symbols, references, and a knowledge graph... for any AI agent.
Locidx
Local-first code indexer and search. Zero-dependency CLI, TUI, and MCP server.
Zoekt MCP Server
Self-hosted Zoekt code search for coding agents over MCP — mirrors your internal Git host, keeps the index fresh, and exposes it behind one authenticated endpoint
Zoekt
MCP server for Zoekt code search - enables AI assistants (GitHub Copilot, Claude) to search across indexed repositories
Code Meridian
Local graph memory for AI coding agents, giving MCP-compatible tools precise codebase context before they edit.
Stellaris Code Search
MCP tool to enable semantic code search in your project.
Jarvis Index
Public distribution surface for jarvis — local-first code intelligence MCP server (SCIP navigation + Zoekt search). Installer, Claude Code / Codex / Cursor plugins, and prebuilt b…
Rs Agent Code Utility
Workspace-pinned local code KB + MCP bridge giving AI coding agents AST-precise, ranked, token-cheap access to your codebase — ~99.9% less context than grep-and-read. Local, offli…
Geniusmcp
Code Intelligence OS for AI Agents — persistent memory, GitHub intelligence, structural search