Developer Tools & Repos MCP Servers

Profile Shopify Liquid performance, find slow theme code, and explain fixes in plain language.

MCP server for Spring Boot Actuator analysis — health, metrics, environment, and bean diagnostics

English | Simplified Chinese

SymPy sandbox MCP server based on FastMCP

TRACE32 debugger MCP — session, dialog, field, history, resource inspection

Local GitHub Actions/CI maintenance check (action pinning, token perms). Not a full security audit.

MCP server for controlling tmux sessions

ToDiagram MCP Server — Windows-compatible fork fixing ERR_UNSUPPORTED_ESM_URL_SCHEME on Node.js v22+/v25+

MCP server for JavaScript/TypeScript code analysis using tree-hugger-js

Unofficial CLI and MCP server for the Toptal Talent platform — personal-productivity tool

MCP server for Windows desktop UI automation inspection and scripting via UI Automation API

AI stack configurator with conversational interviews and intelligent recommendations

MCP server for prose linting + AI-slop detection: weasel words, passive voice, hedging, filler adverbs, and research-cited AI tells

MCP server for the 247afk block editor

Model Context Protocol server for AB Tasty Feature Experimentation & Rollouts platform

MCP server that captures, indexes, and replays AI coding agent sessions across Claude Code, Cursor, Codex, and other tools. Built with AI

AgentsKB CLI - Researched answers to any problem. Your AI, upgraded. Lock answers, check coverage, verify facts.

MCP server for Antigravity CLI (agy) - one-shot execution with session persistence

Ansible Knowledge MCP Server — module and role discovery, documentation, and skill generation for AI agents

MCP server for Ant Design component library documentation and code generation

Vendor-neutral MCP audit-event schema + OpenTelemetry emitter + middleware that maps each Model Context Protocol call to SOC 2, HIPAA