Developer Tools & Repos MCP Servers for ChatGPT

stories.yaml — an open specification for software requirements, enforced by CI.

MCP server for the Kongen Labs Pattern Intelligence API

MCP server for Limelink dynamic links with deep linking, social previews, and UTM tracking

Unofficial Model Context Protocol server (stdio and HTTP) for the Loopio Data API v2. Not affiliated with or endorsed by Loopio Inc.

A real Mac for your agent: build, test, run, and tap through iOS apps on the simulator.

MCP Server for DOM element pointing - WebSocket bridge for element targeting

WeChat Mini Program MCP Server based on miniprogram-automator (for Agent interaction)

Search public code on Sourcegraph. No key required.

Debug and analyze Nanostores apps with AI: scan stores, monitor runtime events, and search docs.

Reads a PyTorch .py, a Neurarch graph, or a HF repo; agents inspect, lint, verify and rank designs.

AST-based Python refactoring MCP server with safe automated refactorings and rollback

Deterministic UI extraction and screenshot diffing for AI coding agents.

Local-first MCP server for MiniZinc constraint solving

Structured shell output wrapper for AI agents

Local MCP server bridge for Paste — give Claude Desktop, Claude Code, Cursor, Codex, and other AI tools access to your Mac clipboard

105 PrimeReact v10 components with props, types, and events

Debug PWAs in your real browser via MCP: service-worker, cache, installability & framework state.

Enhanced MCP server with 40+ tools for AI agents

Aggregates CI failures, cross-references flakiness history, and outputs GO/NO_GO release verdicts.

MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.

Fix broken JSON by line, validate, convert, read CSV/NDJSON/logs as records, unpack, compare. Local.