Development MCP Servers

Give your AI app any GitHub link and the job you want done. UGT gets the project running on your computer and hands you the result.

LionTech Vietnam

56 evidence-based sports science calculators, 250+ CoFID foods, and resistance training tools via Streamable HTTP.

Помогает дебажить Android приложения

Call your existing Grok Bots from Codex and Claude Code. A local stdio MCP server with four tools (list, ask, check, interrupt) that sends a self-contained task to an existing bot, reads incremental replies, and can interrupt it. Uses the official Cursor CLI browser login; no API key needed. Unofficial, not affiliated with Cursor or xAI.

Find and fix mistakes on your live website: typos, wrong facts, broken links, slow pages, and expiring certificates and domains. Your coding assistant gets the fix list, edits your code and asks for a re-check.

Tells coding agents what to read and check before changing a file: per-file rules, risks, checks, tests and callers from a map in the repo. Runs locally, no network or model calls.

AI supply-chain BOM: inventories agents, MCP servers and AI packages, audits MCP tool descriptions for poisoning, and shows which agent can reach a vulnerable package or credential.

Production errors your coding agent can read: search, stack traces, context, trends, resolve.

Route a placed KiCad board (.kicad_pcb) on the hosted Zap! auto-router and get it back with tracks, vias and copper pours, plus a JSON report: missing connections, DRC errors, shorts, JLCPCB capability and copper heat. Free trial for small boards with no key.

Tuatara Decide: train a text classifier from your labelled examples (2 to 255 labels) in about a minute, then label texts in milliseconds with a probability and an unsure flag. 94.09% on BANKING77 where the leading hosted classifier scored 92.40%; scorer and every prediction published. Your examples train only your classifier.

Passive subdomain enumeration from certificate transparency logs and DNS

Render, validate and debug thermal printer labels (ZPL, EPL, TSPL, CPCL): PNG preview, lint, explain, DPI and printer-language conversion, barcodes and label templates.

Mac app with a built-in MCP server for Claude Code: draw marks on a running web page, the iOS Simulator or a Mac window, and Claude Code reads them, then clicks, types and re-checks the page. Free on the Mac App Store with a daily limit. Not affiliated with Anthropic.

The iOS Simulator for coding agents: build Xcode projects, read the screen as text, tap by label.

Turn pages and artifacts built in Claude, ChatGPT or any MCP client into working websites: your own address, forms that collect entries, bookings straight into your Google Calendar, an optional password and visit statistics without cookies. More than HTML hosting: a landing page with a sign-up form, a booking page for first calls or a password-protected offer for a client, all published and updated from the chat. sharepa is a hosted, remote MCP server. There is nothing to install or run. Add the server URL to your MCP client, sign in with your email, and ask your chat to publish.

AI QA for coding agents: start TestOptim test runs on the pages you changed, poll results and read the bugs found, from Claude Code, Cursor or Copilot. Remote endpoint https://api.testoptim.com/api/mcp, Bearer API key auth.

SEO & marketing data APIs for developers — one API key and shared credits for traffic, backlinks, keywords, SERP, Trends and ads research. Also available as MCP.

Checks a site built with AI tools for security problems and gives the fix in plain English.

Read-only access to your Ruby on Rails applications' monitoring data: requests performance, background jobs, errors, deployments, and server metrics.

Dual-protocol local AI gateway and MCP agent harness for Claude Desktop, Cursor, and OpenAI tools.

Manage cron jobs, machines and run history in your norc account from any AI chat.

Deliberately faulty MCP server plus a bounded reference-client harness for testing how agent clients handle tool errors, timeouts, malformed results and disconnects. Deterministic, no LLM, runs offline in Docker.

Your customers tell Deacon's support chat what broke. Claude Code, Cursor or your other coding agent reads it, finds the cause in your code and shows you the fix.

Allows you to generate Minecraft skins, builds, texture packs and more.

Free vulnerability lookup for coding agents: any CVE, GHSA or OSV id, filtered feeds, and lockfile checks. No login.

the "Short" text

Give your coding agent access to production: search logs in plain language, investigate issues, read dashboards. OAuth.

Call 860+ AI models (Claude, GPT, Gemini, DeepSeek) at up to 90% below list price, and manage keys, budgets and usage from your agent.

Checks the Godot 4 code your coding agent writes: offline Godot 4.7 API, scored GDScript review with Godot 3 to 4 fixes, headless checks, tests, a game session to inspect and drive, safe edits with undo, and 3D models from code.