Browse All MCP Servers

Walrus

Enables AI assistants to interact with the Walrus decentralized storage network for data storage and retrieval.

Vertex Search Snippets

Integrates Vertex AI Search into an MCP server to retrieve configurable document snippets and extractive segments for discovery.

Universal Image

Provides a unified Model Context Protocol server to generate, transform, and edit images using various AI models from providers like AWS, OpenAI, and Google.

Google Drive

Manage multiple Google Drive accounts with read-only access through a Model Context Protocol (MCP) server.

Rcloud

Integrates RongCloud instant messaging services into an MCP server built on the FastMCP framework.

Codecov

Query Codecov coverage data, supporting both codecov.io and self-hosted instances with configurable URL endpoints.

Fake Store

Integrates the Fake Store API with AI assistants, offering a comprehensive set of tools for e-commerce data interaction.

Gemini Agent

Empowers LLM agents to integrate and utilize the Gemini CLI and other developer tools via a standardized JSON-RPC interface.

Crypto Earn

Provides real-time market data and facilitates interaction with decentralized finance earn providers like AAVE and Compound.

Ctxai

Transforms codebases into intelligent embeddings, enabling semantic code search for large language models and multi-agent systems.

Notelog

Quickly record notes from the command-line, organized as Markdown files with YAML frontmatter, and interact with AI assistants via the Model Context Protocol.

Ianrichard

Facilitates development and testing by providing a local server environment and client interfaces.

Attio

Empower AI assistants to manage your Attio CRM workspace through natural language, covering deals, tasks, lists, people, companies, records, and notes.

FastAPI Server Example

Provides a robust, example implementation of a Model Context Protocol (MCP) server using the FastAPI framework.

This Is Fine

Monitors wildfires and assesses risk by integrating satellite thermal anomalies, weather indices, and air quality data.

Code Executor

Efficiently execute code in a secure, sandboxed environment, drastically reducing token usage while providing seamless access to a multitude of integrated tools.

Global

Extends GitHub Copilot's capabilities by providing intelligent context compression and dynamic model routing for long-lived coding sessions.

Raiser's Edge NXT by CData

Enables Claude Desktop to query Raiser's Edge NXT data using CData JDBC Drivers.

Kintone Development Support

Offers a robust Model Context Protocol (MCP) server providing comprehensive development support for kintone customizations.

Training Course

Provides an educational example of an MCP server to expose tools, resources, and prompts to AI clients using the FastMCP library.

Multi

Connects LLM applications to external data sources and tools across multiple programming languages.

YouTube Comments

Retrieves and expands YouTube video comments and their replies using the YouTube Data API v3, delivering the data as a structured JSON string.

Registry Directory

Enables AI agents to search and discover a vast ecosystem of Shadcn/UI compatible registries and components.

E2E

Automates the validation of AI-generated code through end-to-end testing.

First

Enables AI models to perform basic arithmetic operations through a Model Context Protocol server.

Canvas LMS

Enables student access to Canvas LMS resources through an MCP server.

Visit Beijing

Provides real-time Beijing tourism information, including visitor flow, event updates, and inbound travel guides.

Advance Fraud Analyst

Analyzes transactions for fraud using advanced models, providing insights and risk scores to enhance investigation efficiency.

Google Webmaster

Provides a unified model context protocol server for managing Google Tag Manager, Search Console, and Analytics.

Best Practices

Serves Python coding best practices and guidelines via a Model Context Protocol (MCP) server for general development and FastAPI APIs.