Browse All MCP Servers

GitHub Code Review Assistant

Automates and enhances GitHub pull request code reviews by leveraging AI for analysis, suggestions, and standards compliance.

Recall Kit

Empowers AI development by enabling agents to learn from past experiences, reducing repetitive trial-and-error and optimizing token usage.

IMCP

Explore AI security vulnerabilities within a deliberately insecure framework designed for educational purposes.

VLLM

Enables text models to interact with multimodal AI models through a standardized Model Context Protocol (MCP) server.

Database

Enables Spring AI models to execute SQL queries across various database systems.

Micronaut Fun

Provides a search engine for Micronaut documentation and guides, accessible via a web application and an MCP Server.

Pulumi Example Gen

Generates complete constructor examples with placeholder values for Pulumi resources.

Whissle

Provides access to Whissle API endpoints for speech-to-text, diarization, translation, and text summarization.

Mobile Next

Enables scalable mobile automation and development for AI agents and LLMs across iOS and Android devices.

Domain

Enables AI assistants to manage Dynadot domains, DNS, transfers, and contacts using natural language commands.

Stock

Integrates the Yahoo Finance API with LLaMA 3.2 3B to enable real-time financial data retrieval and analysis within the model.

IG Trading

Integrates with IG Trading API to enable AI-powered trading and market analysis through a Model Context Protocol (MCP) server.

Medium Article Accelerator

Fetches and summarizes Medium.com articles by tag for use with LLMs such as Claude Desktop.

ShotGrid

Enables Large Language Models to interact with ShotGrid directly by providing a modern Rust client and native Model Context Protocol (MCP) server.

Persistent Terminal

Manages persistent terminal sessions, allowing commands to run continuously even after client disconnection, ideal for AI assistants and long-running tasks.

Pforge

Streamline the creation of production-ready Model Context Protocol servers through declarative YAML configurations and optimized Rust code generation.

Simplest

Demonstrates a minimal, working example of a Multi-Client Protocol server and client using the stdio method.

Microsoft Graph

Empowers AI assistants with secure and programmatic access to the Microsoft Graph API for managing Azure AD resources and user data.

Fiar

Play a classic game of Four in a Row against GitHub Copilot using a Spring Boot-based Model Context Protocol (MCP) server.

Unified Docs Hub

Creates a massive, searchable knowledge base for AI assistants from curated and auto-discovered repositories.

Self-Learning

Autonomously learns from interactions to optimize AI agent performance and continuously improves its knowledge base through machine learning techniques.

AnyRest

Bridges the gap between large language models (LLMs) and existing RESTful business systems by providing a generic Model Context Protocol (MCP) server.

Gridscale

Enables AI models to interact with the Gridscale API for infrastructure provisioning.

Skald

Integrate your Skald knowledge base with AI assistants for chat, search, and memo creation.

Assistant Playground

Provides a chatbot interface that uses GPT-4o to route user input to various tools like GPT chat, image generation, Supabase queries, and text-to-speech.

SSH

Exposes SSH control for Linux and Windows systems via the Model Context Protocol (MCP).

Excalidraw

Integrates Excalidraw diagrams with Model Context Protocol-compatible AI assistants and development environments.

NUR

Enables natural language control of Universal Robots using a large language model via the Model Control Protocol (MCP).

OSV

Queries the OSV database for vulnerability information using a lightweight Model Context Protocol (MCP) server.

Claude Context Enhanced

Provides enhanced semantic code search and deep context for AI coding agents with improved stability, faster synchronization, and reliable data persistence.