ClarifyPrompt MCP server
by LumabyteCoYour AI rewrites your rough prompt into a polished one tuned for the exact tool you're using.
AI Library · 4,611 MCP servers
Developer tools MCP servers
Proxy AIops MCP server
by AIops-toolsLets your AI check and fix Traefik, Caddy, and HAProxy setups, with every action logged.
Symfony Agent MCP server
by shakaranLets your AI read and explain your Symfony app: routes, entities, services, logs and more.
Android MCP server
by martingeidoblerLets your AI see and control an Android phone or emulator: take screenshots, tap buttons, read logs.
DevDocs MCP server
by madhan-g-pLets your AI look up offline, version-matched programming documentation from DevDocs.io.
Heap Seance MCP server
by SegfaultSorcererLets your AI inspect a running Java app for memory leaks using jcmd, jmap, jstat, JFR and MAT.
Linux server MCP tools
by gerard-kantersLet your AI read logs, check services, run safe commands and look after a Linux server for you.
MapLibre MCP server
by birkskyumLet your AI check, fix and redraw MapLibre map styles, and look up MapLibre facts for you.
Maven MCP server
by kirich1409Lets your AI check Java dependency versions, find outdated libraries, spot known security flaws, and read changelogs.
NativeKeel MCP server
by AlicanAkyolLets your AI health-check a React Native or Expo app: upgrade blockers, store rules, crashes, security and accessibility.
PlatformIO MCP server
by powerdragonfireLet your AI build, flash, and debug microcontroller firmware and read the serial output for you.
Spinnaker MCP server
by GeiserXLets your AI look at and manage Spinnaker apps, pipelines, and cloud infrastructure for you.
Go code helper (gopls) MCP server
by hloiseaufcmsLets your AI read, navigate, test, and tidy Go code projects on your computer.
MCP Pointer
by etsd-techPoint at any element on a web page and let your AI read its details.
PythonAnywhere MCP server
by pythonanywhereLets your AI manage files, web apps, and scheduled tasks on your PythonAnywhere account.
Roslyn CodeLens MCP server
by MarcelRoozekransGives your AI deep understanding of .NET code: find callers, implementations, tests, complexity and more.
Developer toolsCodingNo install
Woodpecker CI MCP server
by ni-cLets your AI check failing Woodpecker pipelines, read the broken step's log, and restart or cancel them for you.
Zuul CI MCP server
by imatza-rhAsk your AI about Zuul CI builds, failures, logs and pipeline status in plain words.
AIMarket MCP Packager
by alexar76Turn an AIMarket capability into a ready-to-run MCP server with a Docker file and Claude Desktop config.
Forgejo MCP server
by raohworkLets your AI read and manage issues, labels, releases, and wikis on your Forgejo or Gitea server.
Signalint MCP server
by TranQui004Your AI can check your JavaScript or TypeScript project and hand you a short, sorted list of what is broken.
Agent Skill Loader MCP server
by back1plyLet your AI find and use your saved Claude Code skills on demand, without copying files around.
AutoMobile MCP server
by zillowLets your AI drive and test Android apps on a phone or emulator for you.
ESP32 MCP server (ESP-IDF)
by horwLet your AI set up, build, and flash ESP32 projects with ESP-IDF, so you can fix build issues by chatting.