Discover Awesome MCP Servers

watsonx MCP Server

Integrates with IBM watsonx.ai to enable Claude Code to delegate text generation, chat, embeddings, and model listing to IBM foundation models like Granite and Llama.

ms-365-mcp-server

Máy chủ Microsoft 365 MCP

wikicitation-mcp

Provides 40 tools to Claude for Wikipedia citation analysis, edit history, and DOI/ISBN annotation, enabling citation quality scoring and metadata enrichment without leaving the chat.

Limetest MCP Server

Enables automated end-to-end testing powered by Playwright where test cases are defined in natural language and executed by AI. Uses lightweight snapshot analysis with vision mode fallback for sophisticated testing scenarios.

endnote-mcp

Connect your EndNote reference library to Claude AI. Search references, read PDFs, format citations, find related papers, and generate bibliographies directly in Claude Desktop conversations.

mcp-servers-experiments

Kho lưu trữ này chứa các thử nghiệm của tôi với máy chủ MCP.

mcp_poc

A PDF-to-Markdown converter built with the Model-View-Controller (MVC) pattern using the Model Context Protocol (MCP).

n8n-mcp

An MCP server providing AI assistants with comprehensive access to n8n node documentation, properties, and operations, enabling deep knowledge about n8n's 2,063 workflow automation nodes.

OpenRouter Image MCP Server

Enables AI agents to analyze and understand images using OpenRouter's vision models. Supports screenshots, photos, diagrams, and web content with specialized tools for webpage and mobile app analysis.

memento-mcp

Memento is a local-first MCP server that gives AI coding agents durable project memory — facts, decisions, patterns, and architecture notes — so they stop re-learning the same context every session. Runs locally on Node.js 18+ with SQLite storage and optional cloud embeddings; works with Claude Code, Cursor, Windsurf, and any MCP client.

MCP RAG Server

Enables retrieval-augmented generation (RAG) by indexing and searching through documents (Markdown, text, PowerPoint, PDF) using vector embeddings with multilingual-e5-large model and PostgreSQL pgvector. Supports contextual chunk retrieval and incremental indexing for efficient document management.

MGnify MCP Server

Enables interaction with MGnify metagenomics resources and tools through the Model Context Protocol. Provides access to MGnify's API for querying and analyzing metagenomic datasets and related biological information.

mcp-excel

Enables AI agents to analyze Excel files through atomic operations like filtering, aggregation, and grouping without loading raw data into context.

Cloudways MCP Server

MCP server for Cloudways enabling server management, app deployment, backups, SSL, environment variables, and monitoring via Claude Code.

Expo Docs MCP Server

Enables AI-powered semantic search through Expo SDK documentation across multiple versions (v51-v53 and latest), allowing developers to quickly find relevant documentation with configurable similarity scoring.

Mcpserver

A sample MCP server

newrelic-mcp

A command-line tool for monitoring and analyzing New Relic application metrics using MCP.

mcp-calendly

Enables interaction with Calendly to manage event types, scheduled events, and invitees. It provides tools for checking user availability and canceling appointments directly through the Calendly API.

re-llm-decompile

MCP server that exposes an AI decompiler via an OpenAI-compatible API, enabling decompilation, explanation, and variable renaming of disassembly for binary analysis.

Lineage MCP Server

Provides tools to interact with the Lineage blockchain API, including wallet seed phrase and keypair generation, balance queries, and latest block retrieval.

Excel MCP Server

Enables AI-powered employee data management in Excel files, automatically classifying employees by department, designation, and salary band based on experience and role, with automatic data validation and backup capabilities.

Tabduct

Enables CLI coding agents to interact with your live browser tabs via MCP, using your real sessions and cookies without a sandbox.

FastMCP Boilerplate

A starter template for building MCP servers with FastMCP, providing testing, linting, formatting, and NPM publishing setup.

SSE MCP Server with JWT Authentication

Một máy chủ giao thức ngữ cảnh mô hình (Model Context Protocol) cung cấp nhiều công cụ AI thông qua giao thức SSE (Server-Sent Events) với xác thực bảo mật dựa trên JWT (JSON Web Token), cho phép đăng ký công cụ động và quản lý phiên.

mitre-mcp

Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique lookup, alert mapping, and coverage analysis.

UniMCPSim

A universal MCP simulator that dynamically simulates API interfaces for various products, facilitating development and testing.

Instagram MCP Server

Enables AI assistants to interact with Instagram by scraping profiles, posts, reels, DMs, and business insights through a robust, DOM-agnostic browser orchestration engine that bypasses Instagram's anti-automation measures.

Pipedrive MCP Server

Connects the Pipedrive API v2 to LLM applications, providing read-only access to CRM data including deals, contacts, and pipelines. It enables users to search and retrieve organization information, activities, and notes through natural language.

Charts Visualization MCP Server

Enables generation and visualization of bar and pie charts from structured data using FastAPI and Altair. Charts are saved as PNG images and served via REST API endpoints with unique URLs.

odata-mcp-proxy

A config-driven MCP server that exposes OData and REST APIs as MCP tools, enabling AI assistants to query, manage, and monitor SAP backends through natural language.