Discover Awesome MCP Servers

Agent Wallet MCP

Gives Claude a Solana wallet to send USDC, check balances, and manage blockchain transactions on Solana's devnet test network.

Vimeo MCP Server

Provides a Multi-Agent Conversation Protocol server for interfacing with the Vimeo API, allowing agents to interact with Vimeo's video platform services through natural language.

Odoo MCP Server

Enables AI assistants to interact with Odoo ERP systems through XML-RPC to manage records, search for employees, and track holidays. It provides comprehensive access to Odoo models and methods, allowing users to query data and execute custom functions via the Model Context Protocol.

Playwright MCP

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 visually-tuned models.

Agentset MCP

Gương của

all the tools

test server to see how clients handle a lot of tools

Kanban MCP

A comprehensive project management system that provides a full-featured Kanban board and dashboard accessible to AI agents. It enables agents to programmatically manage projects, tasks, and workflows through a suite of 13 specialized tools and 4 resource types.

CodeKarma MCP Server

Provides production insights and code analysis by leveraging Nexus instrumentation data to identify CPU-intensive methods and visualize execution flow trees. It enables developers to make data-driven decisions through real-time performance metrics and automated service discovery from Java class names.

Robotics MCP Server

Provides unified control for both physical robots (ROS-based like Moorebot Scout, Unitree) and virtual robots in Unity3D/VRChat, enabling multi-robot coordination, environment generation, and automated 3D model creation.

Medicaid MCP Server

Provides access to Medicaid public data including drug pricing (NADAC), state enrollment trends, federal upper limits, drug rebate information, and utilization statistics through a hybrid CSV caching and DKAN API approach.

mcp-server-webcrawl

Bridge the gap between your web crawl and AI language models. With mcp-server-webcrawl, your AI client filters and analyzes web content under your direction or autonomously, extracting insights from your web content. Supports WARC, wget, InterroBot, Katana, and SiteOne crawlers.

Spreadsheet MCP Server

Enables AI assistants to read, write, and format Google Spreadsheets through the Model Context Protocol. It supports comprehensive operations including data retrieval, sheet creation, and cell formatting using natural language commands.

🚀 ⚡️ k6-mcp-server

Gương của

Sidearm MCP Server

Enables AI agents to protect media from AI training and detect AI-generated content using the Sidearm REST API. It provides tools for running protection algorithms, identifying copyright infringement, and managing digital media assets.

Math MCP Server

Provides mathematical operations through MCP, enabling addition and multiplication of number lists with comprehensive input validation and error handling.

Dataproc MCP Server

Enables AI assistants to manage Google Cloud Dataproc clusters and jobs through a standardized interface. Supports cluster creation/deletion, job submission (Spark, PySpark, Hive, etc.), and serverless batch operations.

tenets

Provides intelligent code context aggregation using NLP-based ranking (BM25, TF-IDF, embeddings) and automatically injects guiding principles (coding standards, architecture rules) into every prompt to maintain consistency across AI conversations.

Volterra Knowledge Engine

A read-only Model Context Protocol server that exposes a semantic knowledge base to AI agents via 27 tools. It enables querying of documents and data integrated from sources like Notion, SharePoint, HubSpot, and Slack.

Figma MCP Server

A server implementation that enables interaction with Figma API through Model Context Protocol (MCP), supporting plugin and widget development with WebSocket communication capabilities.

Cyb MCP Server

An MCP server that enables AI agents to interact with the Cyber decentralized knowledge graph, allowing them to create cyberlinks between content and retrieve information from IPFS through the Cyber network.

System R Risk Intelligence

Pre-trade risk validation and position sizing for AI trading agents via G-formula and Iron Fist.

QuantConnect PDF MCP Server

An MCP server that enables intelligent search and retrieval of QuantConnect documentation by converting PDFs into searchable markdown. It provides tools for context-aware search with TF-IDF scoring and allows for listing and retrieving full document content.

MCP Spotify AI Assistant

Enables Claude to control Spotify features including playback control, playlist management, search, and accessing user's listening history and preferences through the Spotify API.

New Relic NerdGraph MCP Server

Máy chủ MCP không chính thức cho New Relic (Alpha)

MarkdownLM MCP Server

Provides a persistent memory and governance layer that allows AI coding agents to query documented architecture rules and validate code against team standards. It enables agents to verify compliance across categories like security and testing before suggesting changes to ensure consistency across development sessions.

Remote MCP Server (Authless)

A template for deploying an authentication-free MCP server on Cloudflare Workers. Provides a foundation for building custom tools accessible via SSE from MCP clients like Claude Desktop or the Cloudflare AI Playground.

MCP Advisor

A discovery and recommendation service that helps AI assistants find Model Context Protocol servers based on natural language queries.

Bonsai-mcp

Một máy chủ giao thức ngữ cảnh mô hình tích hợp Claude với Blender, cho phép người dùng phân tích và tương tác với các mô hình xây dựng IFC (Industry Foundation Classes) thông qua các lệnh bằng ngôn ngữ tự nhiên.

Codex MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình cho API Codex