Developer Tools & Repos MCP Servers for Zed

Prove and verify multi-repo claims at Git HEAD: path, line, full SHA, no index.

MCP server for JVM diagnostics — analyze thread dumps, detect deadlocks, parse GC logs, and get JVM tuning recommendations

Lorem Ipsum Ai MCP Server by MEOK AI Labs

Reads a .NET MAUI app's iOS Info.plist and Entitlements.plist and names every App Store Review 5.1.1

Validate, format, and inspect JSON locally. No network and no key.

Look up PHP packages, versions, and downloads from Packagist. No key required.

Keyless MCP server for PyPI: Python package versions, summaries, authors, requirements, release...

Look up Ruby gems, versions, and downloads from RubyGems. No key required.

LaTeX document compiler with MCP interface

Local MCP server — live Claude token tracking for Desktop, Code, and CLI

Repo rules enforcement for AI agents. Checks diffs against repo conventions.

Record and replay AI agent execution for debugging

x402 micropayment-powered developer tools: screenshots, AI analysis, PDFs, code scanning

BuildPulse CI test analytics for AI agents — flaky tests, CI failures, flakiness, and code coverage.

AI-optimized GitHub MCP server: 112 tools, 98% token reduction, compact responses.

AI-assisted COBOL → modern stack bridge. Parse COBOL programs, map to Python/Java/Go, generate t...

Static code map generator: MAP.md + map.json for any repo, plus a Claude Code /map plugin

MCP for Coding Agents

Highcharts MCP App — interactive charts rendered inline in AI chat

Finds the France-French and left-over English lines in your fr-CA locale file before an OQLF complai

Japanese UI + UX correctness for AI coding agents — typography, forms, keigo, JLReq checks.