Discover Awesome MCP Servers

blackmount-nlp-mcp

NLP without the bloat — 45 tools for sentiment, keywords, readability, summarization. Zero heavy dependencies. 42KB wheel.

AlphaFold Sovereign MCP

Integrates AlphaFold DB and eight other biomedical data sources into MCP tools for variant clinical reporting, disease-target analysis, structural intelligence, and drug repurposing, with results persisted to a local SQLite knowledge graph.

recite-word

recite

mcp-bigquery-dryrun

Validates BigQuery SQL syntax and performs dry-run analysis without executing queries, providing cost estimates, referenced tables, and schema previews.

dbt MCP Server

Provides intelligent dbt assistance through Claude Code integration, enabling users to perform dbt CLI operations, explore project metadata, and execute SQL queries against DuckDB warehouse with context-aware support.

SODAX Builders MCP

Build with live API data. Paste this MCP URL into your AI coding assistant and get instant access to SODAX API data plus SDK documentation that auto-updates from GitBook.

canvas-mcp

Local-first MCP server for Canvas LMS. Stdio transport, no third-party broker, token stays in ~/.canvas.env. Exposes courses, assignments, modules, announcements, grades, planner items, upcoming events, todo list, and bulk file dump as MCP tools.

Jenkins AI Optimizer

Enterprise-grade MCP server for Jenkins CI/CD integration that enables AI assistants to diagnose build failures, analyze pipelines, and search logs through natural conversation.

Fastlanepy MCP Server

A Model Context Protocol server that extends Claude's capabilities by providing tools to interact with the Solana blockchain, allowing AI agents to perform operations like executing transactions, managing wallets, and accessing token information.

Vox MCP

Enables MCP clients like Claude Code and Cursor to use multiple AI models (Gemini, GPT, Grok, DeepSeek, Kimi, Ollama) via a unified chat tool with conversation memory.

CNBS MCP Server

Enables querying China National Bureau of Statistics data including economic indicators, time series, and regional statistics. Supports natural language search, batch queries, comparisons, and analysis across monthly, quarterly, and yearly datasets.

Fellow MCP Server

Provides access to Fellow.ai meeting data including transcripts, summaries, action items, and participants, with local SQLite caching for fast searches and offline access.

SharePoint MCP Server

Enables AI agents to manage SharePoint Online resources including lists, libraries, columns, views, and files through the SharePoint REST API. It supports comprehensive data operations, schema management, and file transfers using secure MSAL authentication.

PhantAuth MCP Server

A server that enables interaction with PhantAuth, a random user generator and authentication service through natural language commands.

Pandoc MCP Server

Một máy chủ MCP (Model Context Protocol - Giao thức Ngữ cảnh Mô hình) dựa trên Python, được cung cấp bởi FastMCP, tận dụng Pandoc để chuyển đổi tài liệu linh hoạt giữa nhiều định dạng khác nhau (Markdown, DOCX, PDF, HTML, v.v.), được thiết kế để sử dụng với các tác nhân AI như Claude. Bao gồm cấu hình Docker để triển khai dễ dàng.

SharePoint MCP Server

Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API, enabling folder management, document operations (upload, download, read, update, delete), and metadata management with secure OAuth 2.0 authentication.

ftp-mcp

An enterprise-grade MCP server for FTP and SFTP operations optimized for AI coding assistants, featuring smart synchronization, connection pooling, and unified diff patching.

jira-context-mcp

Fetches structured Jira issue context from a URL, enabling coding agents to quickly understand issue intent and implementation details.

YouTube MCP

An MCP server that enables users to retrieve YouTube transcripts and perform video or channel searches without requiring Google API keys. It supports transcript chunking and provides tools for detailed video content analysis and channel metadata extraction.

Local Weather MCP Server

Provides a health check and a get_weather tool to query current weather by city name via HTTP, designed for integration with Dify.

IDE Chat Summarizer

Transforms chat conversations with AI into structured markdown summaries and automatically saves them to organized files in your notes directory. Supports different summary styles, handles large conversations through chunking, and provides tools to manage your saved summaries.

mcp-aemps

Enables AI agents to query the official Spanish AEMPS/CIMA registry for real-time pharmaceutical data, including medications, supply problems, and clinical equivalences.

All-in-One Crypto Trading MCP Server

Enables AI-powered cryptocurrency trading and analytics across multiple exchanges and blockchains, with integrated Telegram bot and live trading capabilities.

ntfy-me-mcp 📤

Một máy chủ ntfy MCP để gửi thông báo ntfy đến máy chủ ntfy tự lưu trữ của bạn 📤 (hỗ trợ xác thực bằng token an toàn - sử dụng với npx hoặc docker!)

nuxt-mcp / vite-plugin-mcp

MCP server that helps AI models understand Vite/Nuxt applications better, available as both a Nuxt module and Vite plugin.

MonKey Office MCP Server

Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural language queries for accounting data like bookings, invoices, and open items. It allows users to retrieve information about companies, accounts, customers, and projects through a set of specialized tools.

Claude Slack

Enables structured team communication for Claude Code agents through Slack-like channels and direct messages. Supports project isolation, subscription management, and agent notes for sophisticated multi-agent collaboration workflows.

MCP Memory

MCP server that gives MCP clients (like Cursor, Claude, Windsurf) the ability to remember user information across conversations using vector search technology.

doc-ops-mcp

A universal MCP server for document processing, conversion, and automation. Handle PDF, DOCX, HTML, Markdown, and more through a unified API and toolset.

Jira MCP

Enables control and interaction with Jira through the Jira Command Line interface, allowing users to manage Jira tasks and operations through natural language commands.