Development Tools

An enterprise-grade MCP server that integrates GitHub repositories and internal documentation using vector-based semantic search and OAuth 2.1 authentication. It features optimized 1500-token context chunking and parallel retrieval for low-latency AI assistance.

Enables management of Railway.app infrastructure through natural language, allowing users to deploy services, manage environment variables, monitor deployments, and configure projects directly from MCP clients like Claude.

A secure and pluggable MCP server to run terminal commands on your local machine or cloud server — remotely, safely, and with LLMs or agentic clients.

Persistent memory for Claude Code via MCP. SQLite + optional semantic search. Zero native deps. Works on Windows/Mac/Linux.

A sample MCP server that serves as a reference for accessing Docker Desktop release notes and security information for educational purposes.

Persistent memory for AI coding assistants. Works across Cursor, Claude, Windsurf, VS Code and any MCP client. Remember decisions, search semantically, analyze code dependencies — 60+ tools. Your AI's permanent brain.

A simple Model Context Protocol (MCP) server that provides date and time functionality in any timezone, along with user profiles and personalized greeting resources.

github copilot ai endpoint provide

Enables automated collection and downloading of multimedia content (images, GIFs, videos) from QQ channels. Features efficient video scraping, incremental updates, and intelligent fallback mechanisms for comprehensive media harvesting.

Provides a suite of tools like agent orchestration and token optimization for Claude

A robust suite of deterministic utility tools designed to handle mathematical calculations, date-time manipulation, string processing, and data validation tasks that LLMs often struggle to perform reliably.

Enables LLMs to search and read files in local and GitHub repositories, analyze pull request diffs, and grep code content with built-in security protections.

Provides tools for common file processing operations including reading files, listing directories, searching across files, getting file info, and counting lines with built-in security features like path traversal protection.

A template and guide for deploying a remote Model Context Protocol (MCP) server on Cloudflare Workers without authentication. It provides a foundation for developers to build and host custom MCP tools accessible via SSE (Server-Sent Events).

Provides full lifecycle management of Bitbucket Cloud pull requests, allowing users to create, review, comment, and manage configurations directly through natural language.

Enables access to Hacker News data including top stories, new stories, specific story details, and search functionality. Integrates with Poke to provide Hacker News content through natural language interactions.

MCP (Model Context Protocol) Server. Code compression tool that reduces code size 60-95% for LLM context optimization

A programmatic interface to the NIH Reporter API that allows AI assistants to search and retrieve detailed data on NIH-funded research, grants, investigators, and funding amounts.

Provides read and write access to Airtable databases, enabling LLMs to inspect schemas, search, create, update, and delete records, tables, and fields, as well as manage comments on records.

An MCP server that enables AI to interact with the private 'my-design' React component library and design tokens for UI generation and technical support. It provides tools for component searching, API documentation retrieval, and migration guidance based on specific internal design specifications.

Provides AI-powered child safety tools to detect bullying, grooming, and unsafe content within digital conversations. It enables AI assistants to perform emotional analysis and generate age-appropriate safety action plans or incident reports.

Provides access to live SpaceX data including latest launches, upcoming launches, and company information through the SpaceX API.

Provides real-time weather data and forecasts for any location using the OpenWeatherMap API. Supports current weather conditions, 5-day forecasts, and weather alerts with optional demo data when no API key is configured.

Provides access to the Ytstream API for retrieving YouTube video information and direct download links with support for geo-targeting and language preferences.

Provides basic mathematical operations (addition, subtraction, multiplication, division) through a calculate tool. Supports both stdio and HTTP/SSE transport modes.

Enables web search via Serper API with advanced search operators and webpage scraping capabilities to extract content in plain text or markdown format.

Provides read-only access to Google Sheets data through OAuth 2.0 authentication, enabling users to retrieve spreadsheet metadata, list tabs, and read cell data using natural language queries.

A visual web browsing server for AI agents that uses screenshot-based navigation and Set-of-Mark (SoM) labeling to interact with web elements humanistically.

A secure interface that enables language models to execute shell commands on the host operating system through the Model Context Protocol.

Enables Python code execution in a sandboxed environment with virtual file system management and pip package installation capabilities.