Code search MCP servers

A server here searches and navigates a codebase.

Not here: web search and documentation search.

663servers
100 remote563 localTagged by Odel's AI, which can make mistakes

Best fit

479 made for this, ranked by starsRemoteLocal
  1. Unity MCP Server @rachitkumarrastogi/unity-mcp-serverMCP server for Unity: 130+ tools, Unity 6 skills, AI/ML discovery. No Editor.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  2. Leakferret @leakferrethq/leakferretContext-aware secret scanner: lets an AI agent scan, verify, and rewrite secrets before committing.9% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  3. GitHub @crypto-ninja/github-mcp-serverAI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact responses.14% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.5 GitHub stars.
  4. Contextful @inferensys/contextfulEfficient context management: code search, evidence packs, and memory for coding agents.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  5. Token Pilot @digital-threads/token-pilotSave up to 80% tokens when AI reads code via AST-aware structural reading6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  6. Parecode @basilskywalk/parecodeToken-aware ripgrep code search and atomic multi-file edits for coding agents.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.5 GitHub stars.
  7. RoselineMCP @atypical-consulting/roseline-mcpMCP server for C# code analysis and automated fixing using Roslyn analyzers and code fix providers.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from NuGet.5 GitHub stars.
  8. Codeloupe @ndhkaeru/codeloupe-mcpLocal-first MCP server for code search, repository intelligence, comparison, and safe file edits.Not assessed yet.Runs on your machine, installed from npm.4 GitHub stars.
  9. Flyto Indexer @flytohub/flyto-indexerCode intelligence MCP server — impact analysis, semantic search, dependency graphs4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  10. Jarvis @phuongddx/jarvisLocal-first SCIP code navigation and Zoekt search over your own indexed repositories4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  11. Sonde @anishmoncivarghese/sondeLocal code graph for TypeScript, Python and Swift: who calls this, what breaks if I change it.2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  12. Weavatrix @weavatrix/weavatrixNative Weavatrix MCP: 67 read-only tools for code, local CI, n8n, Dify, agents, Mermaid, Web3.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  13. Grafyx @bilal07karadeniz/grafyxReal-time codebase graph for AI assistants: call graphs, dependencies, symbol lookup.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  14. Codeintel @phuongddx/codeintelLocal-first SCIP code navigation and Zoekt search over your own indexed repositories4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  15. Oracle Forms @aoreshkov/oracle-forms-mcpServes Oracle Forms module content (.fmb/.mmb/.pll/.olb) from a directory to MCP clients.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.4 GitHub stars.
  16. Azure DevOps On-Premises @zwitbaum/mcp-devops-on-premMCP server for on-premises Azure DevOps Server and TFS: repos, pull requests, work items, and wiki.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
  17. Oxcode @snowmead/oxcodePageRank-curated code intelligence for coding agents over an indexed source repository.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  18. Codeweave @semihkayan/codeweaveSave tokens while coding — your AI agent gets structured code context, not file dumps.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  19. Plumb @plumbkit/plumbLSP-backed IDE intelligence plus concurrency-safe, transactional edits for AI coding agents.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.4 GitHub stars.
  20. LangChain @baixianger/langchain-mcpLangChain/LangGraph/DeepAgents knowledge + LangGraph agent debugging (Polly-like)10% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  21. Cartograph @anthony-maio/cartographRepo analysis for coding agents with ranked files, dependency maps, and task-scoped context.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  22. Projscan @abhiyoheswaran1/projscanAgent-first MCP. 11 AST adapters, 12 named languages, 51 tools, mission outcomes. Local.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  23. JVM Source Lens @sintexer/jvmsrcGradle-accurate JVM classpath; fetch Java source, signatures, and class structure for agents.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.4 GitHub stars.
  24. Fossick @lipdog/fossickSearch all of GitHub from your AI agent — find libraries, drill into repos, find code patterns.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.