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MCP servers tagged code-search
225 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.
Grepai
Semantic Search & Call Graphs for AI Agents (100% Local)
Mantic.sh
A structural code search engine for Al agents.
bgauryy/octocode-mcp
Code research platform for AI agents; find, understand, and prove context across your code and all of GitHub, in a fraction of the tokens. One toolset, MCP or CLI
Octocode
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in one Rust binary. Give Claude, Cursor, and any MCP client a deep unders…
Cocoindex Code
A super light-weight embedded code search engine CLI (AST based) that just works - improves speed and efficiency for coding agent 🌟 Star if you like it!
Probe
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…
Packmind
Packmind seamlessly captures your engineering playbook and turns it into AI context, guardrails, and governance.
shinpr/mcp-local-rag
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
st3v3nmw/sourcerer-mcp
MCP for semantic code search & navigation that reduces token waste
Heuristic MCP
Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.
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…
Coco Search
Local-first hybrid semantic code search tool. Indexes codebases into PostgreSQL with pgvector embeddings via Ollama, combines vector similarity + keyword search with RRF fusion.…
code-context
Model Context Protocol integration for Code Context
Claude Context Local
Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Embeddings are created and stored locally. No API cost.
Quarry
Local code intelligence engine for AI coding agents. Answers "what breaks if I change this" and finds the right file for 99.4% fewer tokens than grep and read. Fully local, no GPU…
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…
Zvec Grep
Local-first search across your workspace, built for humans and AI agents.
Codecompass
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,…
Snippets
Automatically extracts, processes, and indexes code snippets from GitHub repositories into a searchable vector database.
vezlo/src-to-kb
Convert source code to LLM ready knowledge base
Llmc
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…
Claude Context Local
🔒 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…
Semble
Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read
Codanna
Local code intelligence MCP server and CLI for AI coding agents
Sourcegraph MCP
MCP server for Sourcegraph codesearch
Ace MCP Go
Go-based MCP server for codebase indexing and semantic search (Augment-compatible)
Ctx
Rust CLI/TUI/MCP server for selecting, budgeting, and packaging repository context for AI.
Devo
Open-source, model-neutral agent desktop/runtime for private, enterprise, and OpenAI-compatible model environments. Supports DeepSeek, Qwen, Kimi, Anthropic-compatible APIs, MCP,…
Open Codebase Index
Semantic codebase indexing and search for OpenCode, Claude, Codex, Pi, Jcode, and MCP hosts. Powered by Rust and tree-sitter.
lucene-mcp-server
A high-performance Model Context Protocol (MCP) server for codebase search, backed by Apache Lucene for full-text and Tree-sitter for AST structural analysis. Written in Kotlin.
Jevgrep
Semantic code search for coding agents: evaluates authorized repository fragments with Jev and returns original excerpts under a response budget.
Gno
Local semantic search for your documents. Index Markdown, PDF, and Office files with hybrid BM25 + vector search.
Bgts Context Engine
Deterministic code-graph context engine for AI coding agents - PostgreSQL + Apache AGE + pgvector, MCP & REST, no LLM in the loop.
Deepseekagents DSA Context Engine
Cost saving Cognitive Architecture for AI Agents. Infinite Context. Perfect Recall. Zero Hallucinations.
Axon Pro
Enterprise-grade graph-powered code intelligence engine. Deep structural awareness for Laravel, PHP, Python, and JS. Powers AI agents with high-fidelity architectural context via…
Supergrep
Retrieval + inference offload for AI coding agents.
Axiomcodegraph
Turn any codebase into a knowledge graph grounded in formal methods. Your AI agents get exact answers for any code-related task, ensure correctness, and optimize time and token us…
Memrain
Self-hosted memory for your AI agents: hybrid vector + keyword + entity-graph search over your notes and code, with cited sources, served over MCP to Claude Code, Cursor and Codex…
Codescope MCP
Local-first codebase knowledge-graph MCP server for AI agents (Claude Code, Cursor, Codex). Symbol graph over MCP so agents stop wasting tokens re-scanning files. Watch-first · 21…
Argyph
Index codebases for AI agents with a single local binary providing semantic search, symbol graphs, and grep capabilities without API keys.
codevault
AI-powered semantic code search via Model Context Protocol
Mimirs
Local MCP server that gives AI coding agents persistent, searchable memory of your codebase
Unch
Local-first semantic code search for repository annotations via GGUF embeddings and sqlite-vec.
Lilbee
Provide a simple Python library to handle tasks efficiently with full type support, continuous testing, and complete code coverage.
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++.…
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... 🍬
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@…
CodeContext
Local code intelligence that reads your entire codebase. Secrets stay on your machine, period.
ContextGO
Local-first context & memory runtime for multi-agent AI coding teams. MCP-free. Rust/Go accelerated.
Pluck
MCP-native code retrieval for AI agents — 84-88% fewer read tokens, BM25F + semantic search, AST chunks, session dedup