Developer Tools MCP servers

Groundrule

Metricall-AI-Lab

Your repository's engineering standards for coding agents: rules per file, CI check, rule proposals.

joLink

L1ch404

A lightweight Java IDE for AI agents: incremental builds, fast tests, HotSwap and live debugging.

Pitroom

ATASTECH

Hands bounded coding work to cheaper worker agents: verified answers, exact diffs, cost receipts.

Living Stack Community

equinoxaifinance-rgb

Save your coding agent's exact next step and load it after a restart. Free MCP server, no account.

SnappySnag

snappysnag

Flutter in-app bug tracking, visual pin annotations, and device logs directly into your AI IDE.

dittu

Manish-Tamang

Clone any website's frontend into Next.js or Astro and verify it with pixel diffs.

dotrepo

maxwellsantoro

Preview repository facts with evidence. Choose your release channel at dotrepo.org/docs.

QuasarUI

quasarui

Find Quasar Framework(Vue) UI Components and paste their source. Free Components need no key.

App Console: Google Play, App Store Connect, AdMob

Alekla0126

Google Play Console, App Store Connect and AdMob via official APIs: releases, reviews, vitals, ads

Vibescan

wminno

Free security scan for AI-written GitHub repos: leaked keys, .env, eval, SQLi, CORS.

Forgejo / Codeberg / Gitea

brechanbech

Model Context Protocol server for Forgejo, Codeberg and Gitea, in Rust

Hitachi raidcom command builder (Community)

visubramaniam

Builds and checks Hitachi raidcom commands and scripts. Build-only: never contacts a storage system.

covdbg

liasoft

C++ code coverage on Windows for AI agents. Find uncovered code from PDBs, no rebuild.

Total CMS

totalcms

Total CMS docs, guides and CMS comparisons: Twig, field types, schemas, CLI, REST API and releases.

Iris Code

Daiveedjay

Local code-quality rules, findings, preview-first safe fixes and gate results for coding agents.

Codigest

NaNIsaac

Terminal output, project snapshots and semantic diffs as LLM-ready context

paprika3d (the three.js toolset for coding agents)

paprika3d

Three.js MCP server: see, play, test and profile the three.js and WebGL pages your agent builds

Atlas Data: Ad Library, Jobs & Trends Scrapers

AtlasDataDenmark

Google, Meta, LinkedIn & TikTok ad libraries, Indeed, Google Jobs, Glassdoor and Google Trends data.

Pmcp

paiml

High-quality Rust SDK for Model Context Protocol (MCP) with full TypeScript SDK compatibility

Recovery Probe

BojanKovachki

Fail reads in web and Electron test apps, inspect recovery, and compare before/after evidence.

NuvUI

Nuvraxis

The docs, rules, blocks, charts and design tokens of nuvui, a React UI library, for coding agents.

whichlib

josifb

Dependency picker for coding agents: recommends, compares and scores GitHub repos with a verdict.

Sema

sema-lisp

MCP tools for Sema — eval, compile, build, format, and docs for a Lisp with LLM primitives.

Regex Lab

basitalisandhu

Test regular expressions in a timeout-guarded worker, explain them, find catastrophic backtracking.