Development Tools

A Google Cloud Documentation assistant that provides real-time access to GCP docs through search, content extraction, and API reference retrieval.

A proof-of-concept demonstrating interactive UI capabilities for MCP servers through a task management example. Shows how MCP servers can deliver HTML/CSS/JS interfaces that render inside AI chat clients with bidirectional communication.

Enables direct interaction with a SQLite database through custom-mapped tools for creating and retrieving items. It provides structured, AI-optimized responses and manual control over database operations without requiring external API dependencies.

A persistent AI agent server using SQLite and LangGraph to manage long-term conversation memory, integrated with Ollama for local LLM execution via the Model Context Protocol.

MCP (Model Context Protocol) server for AI-assisted code review with GitLab on-premise instances.

Aggregates and searches used car listings from multiple sources (Cars.com, Autotrader, KBB) with price, mileage, dealer info, and optional CarFax-style filters (1-owner, no accidents, personal use).

An MCP server framework featuring dynamic tool loading and a modular one-tool-per-file architecture for rapid development. It supports both Stdio and HTTP transport modes, offering automated test generation and centralized configuration management.

Enables querying and searching the MCP Hub database to discover MCP servers, view server details, find top servers by popularity or recency, and identify top contributors.

A versatile MCP server that dynamically converts OpenAPI specifications or Postman Collections into Claude-compatible tools, providing zero-code integration with REST APIs.

Performs automated web accessibility audits following WCAG standards using axe-core and Puppeteer, generating detailed reports in Spanish with recommended solutions and code examples.

A browser automation and debugging server that uses the Riddle API to capture screenshots, execute Playwright scripts, and analyze console logs and network traffic across multiple device presets.

Provides Java development capabilities through Eclipse JDT.LS, enabling symbol navigation, code diagnostics, workspace searching, and Javadoc access across Java projects.

A comprehensive MCP server for Allociné that enables searching for movies, discovering cinemas, and retrieving detailed screening schedules, formats, and booking links across France.

A Model Context Protocol server that enables AI models to orchestrate Docker containers, images, networks, and volumes via the Portainer API.

HyperRecode is a real-time structural rewrite engine that learns code transformations from before/after examples and applies them deterministically across entire projects.

An AI-powered job recommender built on the Model Context Protocol that provides personalized career suggestions through resume and skills matching. It utilizes LLMs and external tool integrations to help users find relevant job openings based on their professional profile.

A ZenTao MCP server that integrates project management workflows into AI clients, enabling users to manage products and track bugs through RESTful APIs.

Enables interaction with Convoy's webhooks proxy API for managing and monitoring webhook delivery, events, and configurations through natural language.

A Model Context Protocol server for Firebird SQL databases, providing LLMs with capabilities for SQL execution, schema analysis, and database management.

* This is a powerful global hotel intelligent recommendation and booking tool, providing users with worldwide hotel information services to meet various accommodation needs and offer optimal price discounts for booking. The system supports precise searches through multiple target location types such

An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori documentation templates from a GitHub repository. It allows users to list available resources and fetch specific best practices to integrate directly into their development workflow.

A specialized MCP server providing access to real-time AI-related crypto and Web3 news across 40+ blockchains and 20+ categories via the ChainGPT API.

Provides access to multiple AI models (Grok, Gemini 2.5 Pro, Kimi, Qwen3 Coder, GLM-4.5) through OpenRouter, enabling users to query different specialized models for reasoning, coding, translation, and general tasks with automatic fallback to free variants.

A semantic proxy that reduces AI agent token usage by exposing only three core tools and using local vector embeddings to search for and execute hundreds of underlying MCP tools. It streamlines communication between agents and MCP Routers by identifying relevant tools through natural language queries.

A specialized SEO auditing toolset designed for technical analysis of websites, with specific optimizations and schema validation for job boards.

MCP-to-ACP bridge — let any MCP client drive ACP coding agents

A Model Context Protocol server framework featuring dynamic tool loading and automatic tool discovery from a dedicated directory. It leverages FastMCP to provide a robust environment for building, configuring, and testing individual Python-based tools.

Enables AI assistants to manage Todoist tasks, projects, comments, and labels through natural language commands. Provides complete CRUD operations securely via the Todoist REST API v2.

A comprehensive MCP server for browser automation via Puppeteer, featuring specialized agents for file management, QNAP network storage integration, and agent-to-agent task handoffs.

A specialized browser automation MCP server for RoxyBrowser that uses Playwright's accessibility tree and advanced DOM distillation to enable fast, token-efficient web interactions without requiring vision models.