Development Tools

Enables Large Language Models to analyze GitHub repositories in real-time, providing tools for retrieving repository information, analyzing issues, accessing documentation, and visualizing activity.

An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.

SuricataMCP is a Model Context Protocol Server that allows MCP clients to autonomously use suricata for network traffic analysis. It enables programmatic interaction with Suricata through tools like get\_suricata\_version, get\_suricata\_help, and get\_alerts\_from\_pcap\_file.

Provides web search functionality for the Gemini Terminal Agent, handling concurrent requests and content extraction to deliver real-time information from the web.

A Model Context Protocol server that provides AI assistants like Claude with a dedicated space for structured thinking during complex problem-solving tasks.

Provides AI-powered investor persona simulations through the MCP protocol, allowing users to access perspectives of notable venture capitalists like Fred Wilson and Peter Thiel for investment analysis.

An MCP server that provides seamless interaction with Azure DevOps Git repositories, enabling users to manage repositories, branches, pull requests, and pipelines through natural language.

Provide seamless access to Magic: The Gathering Chinese card data from 大学院废墟(sbwsz.com) through a set of powerful query tools. Search cards by complex criteria, retrieve card sets, and get detailed card information to enhance your applications or workflows.

Enables interaction with the Monad testnet to check balances, examine transaction details, get gas prices, and retrieve block information.

A Cloudflare Workers-based MCP server implementation that supports OAuth login and bearer token authentication, allowing secure connection from MCP clients like Claude Desktop and the MCP Inspector.

Self-hosted Browser Using Agent with built-in MCP, A2A support.

An MCP-based project that integrates Zhipu AI and Tencent Map APIs to provide weather queries, geocoding, and web search functionality through both command-line and web interfaces.

A Cloudflare Worker that provides a RESTful API interface to Zerodha trading functionalities, enabling users to authenticate, access profile information, manage orders, and view holdings and positions.

A Model Context Protocol server for Hackle API providing tools and resources for querying A/B Test data.

An MCP server that enables interaction with development containers through the devcontainers CLI, allowing users to start, run commands in, and execute arbitrary shell commands inside devcontainers.

Provides fast file searching capabilities across Windows, macOS, and Linux operating systems using platform-specific search technologies.

A Model Context Protocol server that provides DLIS (Digital Log Interchange Standard) file analysis capabilities. This server enables LLMs to extract information from DLIS files, including channel data and metadata, with support for hierarchical data structures.

A Model Context Protocol server that provides browser automation capabilities using Playwright, enabling LLMs to interact with web pages through structured accessibility snapshots without requiring screenshots or vision models.

A community-developed Model Context Protocol server that integrates with the Riot Games API to provide League of Legends data, enabling AI assistants to retrieve player information, ranked stats, champion mastery, and match summaries through natural language queries.

Provides altitude-azimuth coordinates for celestial objects including planets, over 117,000 stars, and 14,000 deep sky objects based on system time and configurable location.

Provides reference information for Flux UI components, enabling AI assistants to access component documentation and examples from the Flux UI design system.

An educational project that deliberately implements vulnerable MCP servers to demonstrate various security risks like prompt injection, tool poisoning, and code execution for training security researchers and AI safety professionals.

Suncture Healthcare MCP provides a set of specialized healthcare tools that can be integrated with AI models to enhance their capabilities in delivering accurate, reliable healthcare information and guidance.

A server that provides access to the Art Institute of Chicago Collection through natural language interactions. This server allows AI models to search the Art Institute of Chicago Collection and have art works available as a Resource.

A proof-of-concept server that securely retrieves credentials from 1Password vaults and provides them to AI agents via Model Context Protocol (MCP), enabling AI assistants to use stored credentials for tasks like automated logins.

A TypeScript implementation of a Model Context Protocol server and client that enables interaction with language models (specifically Mistral running on Ollama).

Provides voice recognition and text extraction capabilities with support for both stdio and MCP modes, processing audio files or base64 encoded data and returning structured results with language, emotion, and speaker information.

A persistent server using Unix sockets that provides file operations and real-time communication capabilities through both SSE and Socket.IO interfaces.

Official Model Context Protocol server that enables interaction with powerful Speech-to-Text and Audio Intelligence APIs, allowing clients like Claude Desktop to transcribe audio, analyze speech, translate content, and more.

A stock data MCP server based on BaoStock that provides multiple interfaces for retrieving stock market data.