Discover Awesome MCP Servers

swagger-doc-explorer-mcp

Enables progressive exploration of Swagger/OpenAPI API documentation. Supports loading multiple specs, browsing endpoints and schemas, and searching across documentation.

Iridium MCP Server

Connects AI agents to Iridium fitness data to query workout history, nutrition logs, and body measurements. It enables users to track exercise progress, training volume, and personalized trainer analysis through natural language.

Daml/Canton Docs MCP

Builds and serves local MCP-searchable documentation indexes for Daml, Canton, and related projects, enabling search and query of documentation through MCP tools.

gwmcp

Google Workspace MCP Server with guided setup and seamless auth. Enables using 114 Google Workspace tools with Claude Code, Cursor, or any MCP client through natural language.

Mimir

Local-first memory and retrieval for private project knowledge. Enables indexing files, searching, and asking questions about project documents using local embeddings and LLM.

mcp-server-youtube-transcript

Enables retrieval of transcripts from YouTube videos, supporting multiple URL formats, language selection, timestamps, and ad filtering.

after-effects-mcp

MCP server for Adobe After Effects, enabling structured control over projects, compositions, layers, properties, expressions, keyframes, imports, and rendering through a local authenticated WebSocket bridge.

news-sentiment-mcp

Provides news sentiment scores, media volume trends, and historical coverage data for any topic, enabling AI to analyze positive or negative coverage over time.

jp-m2m-mcp

MCP server providing raw Japanese regulatory corporate data, including pension headcount logs, statutory financial disclosures, and government procurement records, metered via x402 micro-payments.

fmp-mcp-research

A remote MCP server for ChatGPT that exposes read-only Financial Modeling Prep tools to build strict buy-side earnings-call evidence packs and score catalyst reports.

SAP MCP Command Center

Enables querying three synthetic SAP systems (ERP, S/4HANA, BW) for master data, transactions, and analytics via natural language or MCP tools, with a live dashboard.

js-translation-helps-proxy

Enables interaction with translation helps APIs through multiple interfaces (MCP, OpenAI, stdio, etc.) for fetching scripture, translation notes, and more via natural language.

Copilot Memory MCP

Provides persistent memory for MCP-compatible agents (like Copilot CLI) to save and recall knowledge across sessions, plus long-running monitoring tools.

Control Server

Un servidor de control de Windows construido utilizando nut.js y el Protocolo de Contexto de Modelo (MCP), que proporciona control programático sobre las operaciones del sistema Windows, incluyendo la funcionalidad de ratón, teclado, gestión de ventanas y captura de pantalla.

callout-dev

AI co-founder MCP server for solo founders. Multi-perspective code review (CTO, Security, Product, DevOps, Customer), stage-aware guidance, tech decision validation, and portfolio management across projects.

sanitycheck-mcp

Enables AI agents to check the health of internet infrastructure and specific services, helping diagnose whether issues are local or external.

mcp-mybatis

A MyBatis configuration validation tool that checks for consistency between Java entity fields and database columns across XML maps, annotations, and SQL queries. It provides detailed diagnostic reports and actionable prompts to help developers identify and fix mapping errors and configuration issues.

mcp-amazon

A read-only MCP server for accessing Amazon wishlist data via HTML snapshot parsing or optional live browser-backed reads.

fallsignature-mcp

MCP server for foldkit that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources for use in MCP clients like Claude Code, enabling state folding, κ-band classification, and fold operations.

qwen-mcp

A lightweight Node.js MCP server that integrates Alibaba Cloud's Qwen models, providing vision understanding, real-time web search, and general chat capabilities through three ready-to-use tools.

qdrant-codebase-mcp

Indexes codebases into Qdrant for semantic search, enabling AI assistants to find relevant code by meaning without re-exploring the repo.

Sketch Engine MCP Server

Connects Claude to Sketch Engine for corpus linguistics and text analysis, enabling queries on collocations, concordances, word usage, and more via natural language.

artifacty

A local, agent-to-agent artifact exchange for LLM workflows. Enables MCP-capable tools like Claude, Codex, and Gemini to publish, list, read, update, and continue from artifacts without copying content through chat.

Hackathon SEO Analyst Agent

Enables analysis of raw SEO data by ingesting nested JSON datasets and converting them into clean, actionable metrics through the Model Context Protocol.

pz-nitrado-mcp

MCP server for managing a Nitrado-hosted Project Zomboid server. It lets you check status, edit sandbox settings, manage mods, and tail logs through natural language.

substack-article-mcp

MCP server for Substack that enables reading articles, comments, feed, and subscriptions from AI clients like Cursor and Claude, with optional authentication for paid content.

Simple MCP

A modular MCP server that provides comprehensive system automation capabilities including file operations, Telegram integration, job scheduling, system control, and YouTube downloads. Features persistent data storage and a clean architecture for easy extension and maintenance.

mcp-data-fcc

Enables querying and exploring FCC Open Data datasets via Socrata SoQL, including dataset search, metadata retrieval, and data querying.

buzz-mcp

Enables MCP clients to interact with a Buzz relay as a first-class member, allowing agents to read and write signed NIP-29 messages, coordinate via blocking replies, and manage channels with full attributed audit trails.

Confluence MCP Server

A server that enables AI models to interact with Confluence Data Center through REST API, providing operations like searching, reading, creating, updating, and deleting pages.