Developer Tools MCP servers

Run a golden set and gate LLM model swaps on accuracy, with latency and cost per request.

Let coding agents browse code across all your local, GitHub and Bitbucket repos, offline

Read-only git insights for AI: PR review context, bug hotspots, code ownership, release notes

Apple developer docs, Human Interface Guidelines and 1,700 WWDC sessions with code for AI assistants

Guardrails for AI coding agents: verified claims, reviews bound to exact commits, gated merges.

Android engineering MCP server with verified documentation grounding and AI validation tools.

Sign, install and manage sideloaded iOS apps with the Impactor sideloader.

Spec-driven development for AI coding agents: specs, skills, agents, rules and MCP servers.

Checks whether an OpenAI-compatible endpoint publishes model prices without an account or key.

Developer-ready GitHub MCP server with 5-tool hybrid architecture and dynamic discovery.

Architecture intelligence, security analysis, and living docs. 15 tools, Mermaid output.

Local prompt regression tracker with six fictional cases and evidence for human review.

Discover and compare software, read chatbot news, and submit applications for private review.

Make apps global-ready from your coding agent: analyze, translate, check and review i18n locally.

Unofficial MCP server for Google Colab: runtimes, code, long jobs, files and notebooks.

List and download GitHub release assets with multi-mirror parallel ranged download.

AI tools for EasyEDA Pro schematics, PCB placement and routing, SPICE simulation, and DRC.

MCP server for FactoryTalk Optix: author, preview, and verify Studio changes via the emulator.

Diagnoses broken XAMPP/WAMP localhost stacks: port conflicts, crashed Apache/MySQL, error logs

Figma to pixel-perfect code: deterministic HTML/React, then a render + pixel-diff verify loop.

AI-powered E2E testing MCP server. Detects and auto-fixes UI bugs via DevQA Loop and Vision AI.

Check a public page's static Open Graph and Twitter metadata locally. No account or API key.

Capture local agent traces and inspect failures, approvals, and run comparisons.

Drive IPG CarMaker for Simulink: run test runs, read results, edit vehicle data and parameters.

An FPS feel checklist, measured from a timeline any game's probe can write

Inspect waveforms and navigate RTL in live Synopsys Verdi. Requires a licensed Verdi installation.

Offline analyzers that find and fix intent-hiding, slow or noisy F#, including agent-written code.

Undo a coding agent turn, including shell commands and untracked files.