Development Tools

A comprehensive MCP server providing unified access to 200+ AI models via OpenRouter, featuring advanced collective intelligence, vision support, and intelligent model benchmarking.

A diagnostic MCP server for Apifox that provides token validation, project access checks, and detailed information about API limitations caused by the restricted Apifox Open API.

A Kubernetes management MCP server that enables AI-powered cluster operations, resource deployment, and multi-cluster management through kubectl and Helm integration.

A robust LaTeX document generation server that provides compilation via multiple engines, a template management system, and parameterized snippet rendering within a secure, containerized environment.

A comprehensive interface to USGS water services providing real-time hydrological data, flood impact monitoring, and monitoring location metadata for analysis and emergency management.

A specialized MCP server for chess enthusiasts and developers that validates Forsyth-Edwards Notation (FEN) and generates ASCII-based board visualizations.

A cognitive enhancement MCP server that provides tools for systematic dialectical reasoning, allowing models to decompose complex ethical and logical arguments into structured formats.

An enhanced Model Context Protocol server for GraphQL that provides robust variable parsing, dynamic headers, and filtered introspection to optimize context for LLMs.

A lightweight MCP server that connects to various Language Servers (LSP) to provide tools for code navigation, symbol inspection, and codebase troubleshooting across multiple programming languages.

A Python-based MCP server that allows AI agents to control a running AutoCAD instance on Windows to programmatically create geometric shapes such as lines, circles, and polylines.

A comprehensive Discord management MCP server that enables AI-powered automation of 71 functions including messaging, moderation, roles, and server configuration through Claude.

MCP server that runs Claude Code as tools — start coding agents, poll their progress, and control permissions from any MCP client

A specialized MCP server providing comprehensive time-aware capabilities including timezone conversion, relative time calculations, and timestamp management for LLMs.

A cloud-ready MCP server that connects Claude Desktop to Notion via SSE, featuring bearer authentication and security headers for safe CRUD operations.

An IP intelligence analysis tool that queries Chaitin's global honeypot network and millions of defense nodes to provide real-time IP profiling, threat alerts, and reputation scoring.

A specialized MCP server for querying Magic: The Gathering (MTG) card information, supporting Chinese language searches, complex syntax filtering, and unique card image generation.

A comprehensive MCP server providing tools to query the official police.uk API for street-level crime data, police force details, local neighbourhood policing information, and stop-and-search statistics across the UK.

A specialized tool for searching, retrieving, and parsing academic papers from arXiv, featuring specific support for AI-related research and PDF content extraction.

An MCP server that provides network security scanning capabilities by integrating Nmap, featuring asynchronous task management and structured JSON output for automated network discovery and auditing.

A tool-rich MCP server that exposes the Pulsar text editor's core functionality to LLMs, enabling automated code editing, file navigation, and document manipulation.

An MCP server that integrates with the Google Jules API to enable autonomous coding tasks and recurring maintenance workflows directly within AI assistants.

A documentation automation server that tracks Git changes from GitHub or GitLab and uses AI to generate and maintain documentation in Markdown or Confluence via MCP.

A Node.js based MCP server that enables local vector indexing and retrieval for Markdown/MDX documentation using embedded models. It allows AI models to search and query local knowledge bases entirely offline.

A specialized MCP server for detecting and removing Java memory shells using FastMCP, supporting both local and remote SSH execution with AI-assisted code verification.

A comprehensive GitHub project management server featuring AI-powered task complexity analysis, milestone tracking, and a full suite of Product Requirements Document (PRD) planning tools.

A tool for monitoring technical debt and governing code quality across cloud platforms like ServiceNow and Salesforce through static code analysis and CI/CD integrations.

A local observability proxy and security firewall for MCP that intercepts SQL tool calls to DuckDB or Postgres to provide safety guardrails, query logging, and a built-in UI for inspection.

A sophisticated graph-based memory system for LLM agents that implements the Zettelkasten principle with autonomous maintenance processes. It features semantic retrieval, automatic note classification, relationship suggestion, and deep web research capabilities to maintain a high-quality knowledge base.

A Python utility that adds usage tracking, analytics, and metadata discovery to MCP servers using a SQLite backend. It allows developers to monitor tool performance, detect usage patterns, and expose stats directly to AI assistants.

A Python validation server that combines Pyrefly's high-speed type checking with a gamified reward system designed to motivate LLMs to fix code errors through psychological reinforcement.