Development Tools

MCP (Model Context Protocol) Server. Enables testing of Azure Function Apps through a command-line interface supporting various HTTP methods, custom headers, and multiple authentication options.

A specialized MCP server for PDDL planning that converts natural language to robot task plans, generates problem files, and executes batch tasks using the Fast Downward planner.

MCP server for SearXNG with 13 production-ready tools for web search, package info, GitHub integration, error translation, API docs, and more

An MCP Server for retrieving EXIF data from images (photos) and videos using ExifTool

A specialized MCP server for accessing Old School RuneScape (OSRS) real-time player data, enabling queries for skill statistics, boss kill counts, and competitive leaderboards.

A comprehensive MCP server providing programmatic access to the Philippine Standard Geocoding (PSGC) API, enabling detailed lookups and searches of the country's complete geographic hierarchy from island groups down to the barangay level.

DinCoder is an MCP implementation of GitHub's Spec-Driven Development (SDD) methodology, enabling AI agents to transform natural language requirements into validated specifications, technical plans, and executable task lists.

A specialized MCP server for QuantConnect documentation that converts PDFs to searchable markdown and provides advanced TF-IDF search, document listing, and full-text retrieval capabilities.

An MCP server for the Qingma Yizhan platform that automates quiz processing by fetching course lists, retrieving question data, and submitting answers through AI-driven context.

A comprehensive UI/UX design intelligence server providing instant access to over 1,700 curated resources, including color palettes, typography, accessibility guidelines, and framework-specific design patterns.

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

AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools

An MCP server that enforces 21 critical best practices and safety rules for Claude AI, designed to prevent common failures in technical tasks based on 96+ documented production issues.

A specialized MCP server and utility that converts JSON/YAML data into the Token Optimized Natural Language (TONL) format to reduce LLM token overhead by up to 60%.

Cryptographic governance for AI agents. Verify, attest, and audit every action before execution.

MCP (Model Context Protocol) Server. Provides web search and information extraction capabilities using SearchAPI.io for queries, Firecrawl for content scraping, and embedding models for semantic similarity matching across multiple languages.

Fast semantic code search for AI agents — find symbols, references, and callers across any codebase

A PostgreSQL performance optimization assistant that identifies missing indexes and suggests query rewrites by connecting your IDE to Querysharp's database monitoring service.

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.

Your Claude Code sessions don't have to start from scratch anymore — SpecMem gives your AI real memory. It won't forget your conversations, your code, or your architecture decisions between sessions. That's the whole point. Semantic code indexing that act

A modular prompt generation and template assembly tool designed for professional AI interactions, supporting over 31 technology stacks and specialized analysis dimensions.

This MCP server provides comprehensive international trade big data, allowing users to analyze enterprise export trends, product categories, geographic order distribution, and overseas certifications.

A terminal-based inspector for MCP servers that allows users to interactively test tools, browse resources, and monitor server logs and message history across multiple transports.

A comprehensive MCP server providing full CRUD operations, index management, and administrative monitoring for MongoDB databases, enabling LLMs to perform complex data queries and database maintenance.

A specialized MCP server for intelligent IFS Cloud codebase analysis, featuring hybrid semantic-lexical search, PageRank dependency ranking, and comprehensive support for PL/SQL, entities, and projections.

A robust MCP server for unified searching across Google Scholar, Google Web, and YouTube, featuring enterprise-grade caching, rate limiting, and security layers.

A documentation crawler and MCP server that converts websites into searchable Markdown with semantic vector embeddings for natural language queries.

A comprehensive MCP server providing real-time Coinbase cryptocurrency market data and a simulated virtual economy for educational trading and wallet management.

Enables AI coding agents to interact with Gel databases by executing queries, testing changes in transactions, and accessing code examples and rules.

Provides tools to query the BuiltWith API to analyze website technology stacks, identifying frameworks, analytics, and CMS platforms used by any domain.