Developer Tools & Repos MCP Servers

MCP server for generating AI-powered learning project suggestions and Marble platform links

An MCP server for basic MQTT operations

Score public MCP servers on the quality and honesty of their tool definitions.

Ghidra MCP server.

Code-review MCP: review a GitLab MR or GitHub PR against the whole codebase, not just the diff.

A naija-faker MCP server

Local-first, MCP-compatible coordination plane for autonomous coding agents

MCP plugin that validates AI agent edits in RAM before they touch disk. Spectral clustering, architecture diffs, bridge detection, dead

Add OpenTelemetry tracing to Python AI agents. Supports LangGraph, LlamaIndex, CrewAI, OpenAI SDK.

Turn your AI into a WeCom development expert. 41 SKILLs, 550+ APIs.

MCP server for OmniStream. Lets AI assistants discover and call any marketplace API.

Official Onto MCP server — clean Markdown and AIO scoring for any URL, available as MCP tools for Claude Code, Cursor, and any MCP client.

Lets AI coding agents discover and reference each other's recent sessions.

MCP server for fetching and querying dependency source code

Vantio Optics MCP — read-only observe/explain for AI agents. Sight Loop via Model Context Protocol. Upgrade path to Gate and Phantom Engine.

Decision intelligence MCP — 17 tools (optimize, simulate, predict, score, graph). Sub-25ms.

MCP server that injects a cited, regularly-updated (nightly refresh target) operator brain (YC, a16z, Sequoia, Lenny's Podcast, Anthropic

MCP server that routes a coding task to a user-configured model tier (light/standard/heavy) with capability filtering and provably-safe

npm/PyPI/Cargo package metadata + downloads + maintainer health.

MCP proxy for Playwright and Figma — token optimization, auto session recovery, and unified routing

PMCP - Progressive MCP: Minimal context bloat with on-demand tool discovery