AgentFEM MCP server
by haoming-luoLets your AI set up, run and check finite-element simulations through AgentFEM, with the results kept visible.
AI Library · 4,066 MCP servers
Coding MCP servers
Design Token Bridge MCP server
by kenneivesTurn your design colors, fonts and spacing into ready-made themes for Android, iOS, Tailwind and CSS.
Claimidx MCP server
by claimidxCheck a shared index of software failures other AI agents already fixed, before you retry the same thing.
Django ORM Lens MCP server
by FROWNINGdevLets your AI read your Django project's models, relationships and migration risks without running the app.
CodeCalc MCP server
by The-40-ThievesLet your AI run real code, check hard math exactly, and test whether two programs behave the same.
DocOrbit MCP server
by HakashiKatakeLets your AI read the right version of a library's docs and check its code before you run it.
Foldwork MCP server
by foldwork-devLets your AI read your codebase in a compact, indexed form so it answers with less guessing and lower cost.
Symfony Agent MCP server
by shakaranLets your AI read and explain your Symfony app: routes, entities, services, logs and more.
Malong LiuHe code tools
by wulun811Lets your AI read, search and safely edit the code in a project folder you point it at.
PlatformIO MCP server
by powerdragonfireLet your AI build, flash, and debug microcontroller firmware and read the serial output for you.
MartinLoop MCP server
by Keesan12Keep your AI coding agent on a leash: budgets, checks, and a clear outcome for each run.
Go code helper (gopls) MCP server
by hloiseaufcmsLets your AI read, navigate, test, and tidy Go code projects on your computer.
Veto MCP server
by jigyasudhamGive your AI a council of specialist helpers that plan, review, and remember your coding work.
MCP Pointer
by etsd-techPoint at any element on a web page and let your AI read its details.
wcgw MCP server
by rusiaamanLet your AI run shell commands, read and edit files, and build code right on your own computer.
Roslyn CodeLens MCP server
by MarcelRoozekransGives your AI deep understanding of .NET code: find callers, implementations, tests, complexity and more.
Developer toolsCodingNo install
Winx Code Agent MCP server
by gabrielmaialva33Give your AI a real terminal and safe file editing powers on your own computer.
Signalint MCP server
by TranQui004Your AI can check your JavaScript or TypeScript project and hand you a short, sorted list of what is broken.
code-to-tree MCP server
by micl2e2Let your AI turn source code into a structured tree so it can read and explain code more accurately.
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.
CodeGraphContext MCP server
by Shashankss1205Lets your AI map your codebase and answer questions about how the pieces connect.
PatchWarden MCP server
by jiezeng2004-designLet ChatGPT plan a coding task while a local agent runs it inside limits you set, with proof of what changed.
Covate learning sidecar MCP server
by SunflowersLwtechYour AI quizzes you on the code it wrote and remembers past bugs so it stops repeating them.
PkgDiet MCP server
by om-tajneLets your AI check whether an npm package is safe, allowed, and worth adding before it suggests installing it.