Development Tools

A Java-based MCP server providing PayPal payment processing analysis tools, specifically designed to analyze authorization rates and provide actionable recommendations for merchant improvements.

An advanced MCP server that provides interactive feedback mechanisms with support for various feedback types, multi-language capabilities, and team collaboration features for AI tools like Cursor, Cline, and Windsurf.

A specialized tool that transforms natural language project descriptions into comprehensive software design specifications, including tech stack selection, module tables, and development files.

A production-grade TypeScript template for building Model Context Protocol (MCP) servers with declarative tools/resources, authentication, storage abstraction, and support for both local and edge deployment. Provides example echo tools and resources to demonstrate MCP server development patterns.

Provides production-ready implementation patterns for features like authentication, payments, and deployments to AI coding assistants. It enables developers to search and retrieve battle-tested code snippets and setup steps for full-stack tasks.

A comprehensive ride-sharing management server that handles driver discovery, dynamic fare calculation, trip lifecycle management, and real-time location tracking using Supabase.

Provides integration with Apache Airflow's REST API, allowing AI assistants to programmatically interact with Airflow workflows, monitor DAG runs, and manage tasks.

A Model Context Protocol server that bridges Microsoft Teams and MCP-compatible clients, enabling chat integration, message handling, and advanced search capabilities without REST API endpoints.

Accurate API model IDs, pricing, and specs for 46 models across 7 AI providers.

Open-source Windows MCP server for AI assistants. File, clipboard, screenshot, process & power mgmt.

Enables interaction with the Bitso cryptocurrency exchange API to access withdrawals and fundings data. Provides comprehensive tools for listing, filtering, and retrieving withdrawal and funding transactions with proper authentication and error handling.

A robust MCP server designed for Wayland Linux automation, enabling AI assistants to control mouse/keyboard inputs and analyze visual context using VLMs like Gemini or OpenRouter.

Sandboxed Python execution for AI agents. PEP 723 inline deps, multi-version Python, zero pollution.

Classification service to seamlessly retrieve SOC codes for job titles and descriptions.

Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.

A browser automation server that executes web-based tasks from natural language instructions using the browser-use library and GPT models.

An MCP server that enables users to interact with LinkedIn feeds and search for job listings through natural language. It provides tools for retrieving recent feed posts and searching for professional opportunities based on specific keywords and locations.

Enables users to search for jobs, retrieve profiles, and fetch feed posts through the LinkedIn API. It also provides tools for analyzing and extracting data from PDF resumes.

Provides access to over 500 pre-configured YAML templates and guided workflows for fine-tuning, training, and evaluating LLMs like Llama and DeepSeek. It enables AI assistants to search for recipes, retrieve configurations, and validate parameters for various machine learning tasks.

Enables AI assistants to interact with TheBrain's knowledge management system through natural language for managing thoughts, notes, and attachments. It supports core features like full-text search, relationship mapping, and file uploads to streamline digital brain organization.

An MCP server that provides both read-only and authenticated access to Reddit content and interactions without requiring a developer API key. It enables users to browse posts, search subreddits, and perform write actions like commenting and voting by leveraging browser session cookies.

Connects AI assistants to the Runn.io resource planning platform to manage projects, people, assignments, and financial forecasts. It provides 37 tools for accessing real-time data and comprehensive reports with built-in caching and role-based access control.

A unified search and extraction MCP server hosted on Cloudflare Workers that integrates Tavily and Brave Search APIs with automatic API key rotation. It features secure, encrypted storage for keys using Cloudflare D1 and provides an admin interface for managing client tokens and search configurations.

Connects IDEs to the Framer and Framer Motion ecosystem by providing animation snippets and React component scaffolding. It enables users to generate high-fidelity UI effects and code-ready components compatible with Framer's property controls.

Enables text extraction from images and PDF files using the ZhipuAI GLM-OCR API. It allows users to process documents through local file paths or base64-encoded data for high-quality OCR results.

git提交mcp

A Model Context Protocol server that provides weather information and forecasts based on user location or address input.

Provide systematic thinking, mental models, and debugging approaches to enhance problem-solving capabilities. Enable structured reasoning and decision-making support for complex problems. Facilitate integration with MCP-compatible clients for advanced cognitive workflows.

Cryptographic identity for AI agents: W3C DIDs, Verifiable Credentials, post-quantum crypto