#MCP serverStars · npm/mo

1. 1009Noisy Codingnoisy/noisy-codingVoice interface for Claude Code: live speech-to-text with turn-taking, spoken replies with xAI Grok voices, per-subagent voice personas and a real-time HUD.LocalFree
2. 1010Ollama HandoffMichael-WhiteCapData/ollama-handoffOffload summaries, drafts, extractions and first-pass code reviews from a cloud LLM agent to a local Ollama model via handoff tools with built-in prompts.LocalFree
3. 1011OverlayQAOverlayQA/mcpWCAG accessibility and color-contrast audits plus QA issue tracking from your coding agent.Local + RemoteAccount needed0
4. 1012PubShippubship/pubshipInspect Google Play releases, reviews, Android vitals and reports, and prepare explicitly authorized release and store-listing changes. Runs locally with your own service account.LocalFree0
5. 1013Qwen DAPSLP-DEV1/qwen-dap-mcpDAP-to-MCP bridge for native debugging via CodeLLDB: stack frames, registers, locals, disassembly, memory, crash dumps and crash fix/verify workflows.LocalFree
6. 1014Repo Test ArchitectRepoAssay/repo-test-architectLocal, read-only test architecture audits for JS/TS, C#, Elixir, Go, Kotlin, PHP, Python, Ruby, Rust and Swift, with evidence-backed findings and test plans.LocalFree0926
7. 1015Ros 2wise-vision/mcp_server_ros_2ROS 2 integration for AI-driven robotics applications and services.LocalFree
8. 1016SigRank SignalAFSunrisesIllNeverSee/sigrank-mcpLeaderboard ranking AI coding operators by token efficiency, with signed submissions, diagnostics and simulations; only token counts leave the machine.LocalFree01.8k
9. 1017skimreadavikchakraborty060-create/The-top-innovationLossless context guard for coding agents: outlines large files with line ranges and digests noisy command output (tests, builds, installs), with full output always retrievable. pipx install skimreadLocalFree0
10. 1018Sonarigorolv/sonar-mcp-serverRead-only access to self-hosted SonarQube Community Build: issues, security hotspots, rules and code snippets so an agent can fix findings locally.LocalAccount needed0
11. 1019spreadsheet-kitPSU3D0/spreadsheet-mcpToken-efficient spreadsheet analysis and editing (xlsx/xlsm) with region detection, structured reads, formula and style inspection, forking and recalculation.LocalFree
12. 1020Symfony Agentshakaran/symfony-agent-mcpRead-only introspection of Symfony codebases: routes, controllers, services, entities, schema, migrations, Doctrine, Messenger, Twig and API Platform.LocalFree0
13. 1021Tuning Enginescerebrixos-org/tuning-engines-cliFine-tune open-source LLMs (Qwen, Llama, DeepSeek, Mistral, Gemma) on your data with LoRA, QLoRA or full fine-tuning, plus cost estimation and S3 export.LocalAccount needed612
14. 1022whichlibjosifb/whichlibDependency picker for coding agents: recommends and compares GitHub repos for a need, scored 0-100 on momentum, maintenance, npm/PyPI downloads and license, with a one-line verdict.Local + RemoteFree01.3k
15. 1023Woodpecker CIni-c/woodpecker-ci-mcpDrive a self-hosted Woodpecker CI: read failing step logs, restart, cancel or approve pipelines, and manage secrets, registries, crons, agents and the queue.LocalAccount needed0
16. 1024ADITUS Developer PortalADITUS Developer Portal MCPSearch and read the ADITUS event-technology API docs (ticketing, access, BI) and Shop Micro Frontend guides.RemoteFree
17. 1025AeonRun and manage your Aeon autonomous agent on GitHub Actions: skills, runs, memory, strategy and settings.RemoteAccount needed
18. 1026Agent Stack Directorygmansystems/agent-stack-directorySearch, inspect and compare AI agent infrastructure tools (cloud browsers, code sandboxes, memory, search APIs and more) from the Agent Stack Directory open dataset. Read-only, no API key.RemoteFree0
19. 1027Agentic AtlasField guide to building better agents: design patterns, tradeoffs and decision guidance.RemoteFree
20. 1028AgentIndexSearch a curated directory of open-source AI agents, MCP servers and dev tools; get details, categories and trending.RemoteFree
21. 1029AgentTask AtlasSearch a curated catalog of MCP servers and Agent Skills by dev task, with install steps and practical verdicts.RemoteFree
22. 1030AISkills402Search tested agent skill files (SKILL.md) and read their cards for free; buy a file once with x402 in USDC on Base.RemotePaid service
23. 1031CacheBoostWarm CDN and reverse-proxy caches from 12 regions after a deploy or purge, then read the run's hit/miss stats.RemoteAccount needed
24. 1032CheckupMCP CheckupLook up, check and monitor public MCP servers before connecting, with signed attestations.RemoteFree
25. 1033Cherry NotesCapture features, ideas and tasks on your phone; your AI coding agent picks them up and ships them.RemoteAccount needed
26. 1034CoderbudsRead your team's delivery metrics and standards, and check a change against them before a PR.RemoteAccount needed
27. 1035Decide RuntimePublic discovery; authenticated tools evaluate/read/export. $10/1,000 completed records. EU27/UK/US pilot; no execution.RemoteFree
28. 1036drwho.me network and developer toolshikmahtech/drwhomeDeveloper utilities: Base64 and URL encoding, JWT decoding, DNS lookup, UUID generation, JSON formatting, User-Agent parsing and IP lookup.RemoteAccount needed0
29. 1037Dynamic Document APIRender PDFs and images from templates, HTML or Markdown, and create validated XRechnung and ZUGFeRD e-invoices.RemoteAccount needed
30. 1038ElectroGenGenerate a buildable electronics blueprint — BOM, wiring, firmware, CAD and preview renders — from a text brief.RemoteFree
31. 1039FernToolIP lookup and validation with ASN, geo and VPN/Tor flags, plus WHOIS, DNS, reverse DNS and subnet tools.RemoteFree
32. 1040FiredrillPrepare AI agent simulations, scenarios and synthetic tools, and inspect saved outcomes and evidence. Free to use.RemoteAccount needed
33. 1041FrontMCP DocsSearch and read FrontMCP's documentation, pinned to the FrontMCP version a project uses.RemoteFree
34. 1042GO AI Tools31 deterministic tools: image conversion, EXIF stripping, App Store assets, colour maths.RemoteFree
35. 1043GreatWaitSchedule one-off or recurring HTTPS callbacks, inspect delivery history, and cancel scheduled work.RemoteAccount needed
36. 1044HALLUXCheck that a package, module or DOI exists in its registry before an agent installs, imports or cites it.RemoteFree
37. 1045IceShoreMake your AI better at system maintenance. Prompts your AI to organize use cases behind each system.RemoteFree
38. 1046IminifyCompress, convert and resize images, and scan web pages for every image they load.RemoteAccount needed
39. 1047JSON to TOONConvert JSON to TOON, a compact format that uses fewer LLM tokens, and decode TOON back to JSON.RemoteFree
40. 1048KopparDesign a KiCad PCB from a prompt: parts, schematic checks, routing, KiCad DRC, Gerbers. Free key for tool calls.RemoteFree
41. 1049Launch ReadyDeterministic pre-launch website QA: scan a URL, get a readiness score and launch blockers with evidence.RemoteAccount needed
42. 1050MemorySync DocumentationSearch and read MemorySync's API, SDK and integration docs.RemoteFree
43. 1051Metabind DocsSearch and read the Metabind docs: MCP Apps, BindJS, the SDKs, the CLI, and the APIs.RemoteFree
44. 1052NoMacReal cloud Macs with Xcode: start one, run commands, build and test iOS apps, ship to TestFlight.RemoteAccount needed
45. 1053OmniyondSchedule HTTP calls, screenshots, PDFs, OG images, QR codes, short links and page extract on one API key.RemoteAccount needed
46. 1054Pandus AccessibilityExplains WCAG 2.2 accessibility rules for free; with an account, what to fix on your sites and new checks.RemoteFree
47. 1055PDFOvenRender PDFs and PNG images from HTML, Markdown, URLs or Handlebars templates; tools need a free key (100 renders/mo).RemoteFree
48. 1056QuelllmMGM-FALCON/quelllm-mcpSearch the quelllm.fr open-weights LLM catalog: compare models by parameters, VRAM per quantization, speed and license, and estimate VRAM and costs.LocalAccount needed0