Code search MCP servers

A server here searches and navigates a codebase.

Not here: web search and documentation search.

663servers
99 remote564 localTagged by Odel's AI, which can make mistakes

Best fit

479 made for this, ranked by starsRemoteLocal
  1. MCP Repo Mapper @lovranran/mcp-repo-mapperDeterministic repository structure mapping for onboarding agents.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  2. Codebase Context @jhackman2019/codebase-context-mcpCodebase indexing and search via WASM tree-sitter. Works on ARM64 and x86_64.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  3. Atlas Pipeline @iamnishant51/atlas-pipeline7-stage AI pipeline MCP server: Intent→Context→Git→Decompose→Variants→Critique→Optimize11% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  4. github-twin @christopherdavenport/github-twinPersonal RAG over your GitHub history (commits, code, reviews), served to Claude Code over MCP.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  5. Tokennuke @bigjai/tokennukeCode indexing MCP: 15 tools, 10 languages, hybrid search, call graphs, O(1) retrieval.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  6. Embgrep @arknill/embgrepLocal semantic search — embedding-powered grep for files, zero external services.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  7. Coding Challenge Solutions @nikhil-bhat/cc-solutionsSearch coding challenge solutions by keyword and optionally filter by programming language4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.
  8. Sourcegraph @mrfentmen/sourcegraph-mcpSearch public code on Sourcegraph. No key required.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  9. Kai @kailayerhq/kaiSemantic code intelligence — call graphs, dependencies, impact analysis, and test coverage.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  10. Git @infoinlet-marketplace/mcp-gitRead-only Git inspection for AI agents — log, show, diff, status, blame, grep. No writes.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  11. GitHub @infoinlet-marketplace/mcp-githubGitHub for AI agents — repos, files, code search, issues, PRs, commits. Read-only default.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  12. Project Brain @gentleelephant/project-brainRead-only source search and retrieval across configured GitHub repositories5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.
  13. TempoGraph @elmoaid/tempographCode graph context engine with 24 MCP tools. 170+ languages via tree-sitter.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  14. Deepcontext @wild-card/deepcontextAdvanced codebase indexing and semantic search MCP server7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  15. Next.js Architecture MCP @hasimkilic/nextjs-mcp-architectureIndexes your Next.js project so an agent finds the file that owns a task in one call.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  16. Dsh Codebase Chat @shinzarou-eng/dsh-codebase-chatLocal-first codebase intelligence: cited answers, audits, reports. EN/FR.Not assessed yet.Runs on your machine, installed from npm.
  17. graphy @omnislash157/graphyosCompile any codebase into a walkable graph and serve it over MCP. No model decides an edge.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  18. Contextual @contextual-laboratories/contextualPersistent memory for AI coding agents: local-first semantic search, dependency graphs, git history.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  19. plcsense @plcsense/mcpRead-only TwinCAT ST intelligence: resolve symbols, library APIs, docs, validate PLC code.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  20. In Memoria @pi22by7-me/in-memoriaPersistent codebase intelligence that gives AI assistants memory across sessions6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  21. Terraform Ingest MCP @zloeber/terraform-ingestIngest and analyze Terraform modules from multiple repositories for AI RAG systems5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  22. Code Context Gate @wisdomrock/code-context-gateContext-aware code retrieval MCP server — ranked, gated results for AI coding agents5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  23. Srclight @srclight/srclightDeep code indexing for AI agents. FTS5 + embeddings + call graphs + git intelligence. Fully local.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  24. trelix @sairam0424/trelixSemantic code search for AI agents — hybrid BM25+vector, call-graph, 20+ languages.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.