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

Best fit

479 made for this, ranked by starsRemoteLocal
  1. Memory for AI @lonelytraderbay/memory-for-aiLocal codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  2. AGZ Rust MCP @ugur-murat-alt/agz-rust-mcpBounded, source-write-free Rust correctness tools grounded in Cargo and rustc output.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from cargo.
  3. oss-search @sblattj/oss-searchFast local and federated OSS code search and repo discovery for AI agents3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  4. AGZ Rust Coder @ugur-murat-alt/agz-rust-coderBounded, source-write-free Rust correctness tools grounded in Cargo and rustc output.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from cargo.
  5. Symvanta @symvanta/code-graphHosted code graph over MCP: exact callers, dependencies, and cross-repo blast radius for AI agents.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  6. FairMind Project Context @fairmind/project-contextProject memory for coding agents: requirements, decisions, code graph and delivery telemetry.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  7. Sippion @sitten-tokyo/sippionLocal read-only repository context retrieval for AI coding agents.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.
  8. PHI Guard @abidit/phi-guard-mcpLocal-first PHI detection for source code, LLM prompts, logs, and analytics3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  9. Axis Iliad — Codebase Intelligence For Agentic Commerce @lastmanupinc-hub/axis-toolboxCodebase intelligence for agents: 152 structured artifacts across 21 programs, one call.9% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  10. Dendro React @rooneytech/dendro-reactReact codebase semantics for AI agents, with a VS Code visualizer you both share. Free, local.10% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  11. Angular Signal Forms Migration @alvi97/angular-signal-forms-migration-mcpFinds Angular Reactive Forms and returns verified Signal Forms recipes. Never edits code.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  12. CogMemory @skylarng89/cogmemory-mcpCogMemory MCP Server — Unified context subsystems for AI coding agents5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  13. Symfony Agent MCP @shakaran/symfony-agent-mcpRead-only Symfony introspection: routes, services, entities, Doctrine, security, Twig and more.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  14. KnowledgeRail @deviank88/knowledge-railPersistent, evidence-backed project knowledge and task context for coding agents.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  15. Osmcp @krushnavardhanreddy/osmcpA typed, policy-controlled OS capability layer for AI agents.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.
  16. Quantum Readiness Scan @quantumreadiness/qrp-mcpLocal crypto inventory for developers and AI agents; coverage and limits inside the CBOM.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  17. GraphKeeper @rudrendupaul/graphkeeperMines git history for file co-change patterns into a queryable knowledge graph via MCP.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  18. Angular token saver @alex88ryabov/ng-token-saverCompiler-backed Angular template answers, component contracts and version facts for AI agents3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  19. Repovine @legann/repovineCheckout-local repository context graph over MCP; `npx repovine setup` wires skills, agents, hooks.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  20. Slimdex @siddhukaushik/slimdex-mcpNarrow code retrieval for agents: outlines, symbol context, dep graph, persistent memory.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  21. Atlas Scout @zaguanlabs/atlas-scoutLocal, read-only structural code navigation and bounded dependency analysis for source repositories.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.
  22. GitPin @shmindmaster/gitpinProve and verify multi-repo claims at Git HEAD: path, line, full SHA, no index.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  23. Umtri @umtri/umtriGive your AI agent a persistent map of your project's structure, dependencies, and bugs.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  24. RepoContext @shmindmaster/repocontextRead-only, commit-pinned repository context for coding agents.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.