Discover Awesome MCP Servers

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Gmail MCP Server

Enables intelligent integration with Gmail and Google Calendar for context-aware email analysis, advanced searching, and personalized response drafting. It supports natural language interactions for managing communication history, detecting events in emails, and creating calendar entries.

Prompt Learning MCP Server

Provides stateful prompt optimization using research-backed techniques like APE and OPRO, learning from historical performance data via a vector database. It enables users to automatically refine prompts, retrieve high-performing examples, and track performance analytics through iterative feedback.

Exa MCP Server

Enables AI assistants to perform web searches, research paper searches, and Twitter searches using the Exa AI Search API with real-time crawling and structured results.

Andru Revenue Intelligence

Buyer intelligence for technical founders who sell to enterprises — ICP scoring, persona simulation, competitive positioning, deal classification, and 14 more revenue intelligence tools. 50 free queries/month.

steam-mcp

Connects Claude to your Steam library via the Steam Web API. Query your games, playtime, recently played history, and store metadata using natural language. Zero-config install via npx steam-mcp.

req-mcp-server

A Bun-based MCP server providing a persistent HTTP request toolset for testing and inspecting JSON APIs. It supports session-aware operations, including cookie persistence, automatic bearer token reuse, and configurable base URLs.

fast-pyairbyte

fast-pyairbyte lets you create a data pipeline in code ,from any Airbyte connector, with a single prompt.

asc-mcp

MCP server for App Store Connect API with 208 tools across 25 workers. Manage apps, builds, TestFlight, in-app purchases, subscriptions, reviews, provisioning, screenshots, analytics, and more — directly from Claude, Cursor, VS Code, or any MCP client. Multi-account support, worker filtering, JWT auth.

Freesound MCP Server

Integrates with Freesound.org to enable searching, discovering, and previewing audio content such as sound effects and music loops. It provides detailed metadata and licensing information to support video editing and content creation workflows.

TfL Journey Status MCP Server

Provides real-time access to Transport for London data, enabling users to check tube line statuses, get disruption details, and plan journeys between London locations. Uses the official TfL Unified API to deliver live transport information through AI assistants.

Source Map Parser MCP Server

Memungkinkan pemetaan balik jejak tumpukan kesalahan JavaScript ke kode sumber asli, mengekstrak informasi konteks untuk membantu pengembang menemukan dan memperbaiki masalah.

munich-mensa-mcp

Remote MCP Server for listing and getting the menus of the official mensas in munich

Social Intel MCP

Instagram influencer discovery for AI agents. One tool (search_leads) with filters for category, country, city, keyword, gender, follower range; returns username, bio, public business email (where available), verified/business flags. Pay-per-call in USDC on Base or Solana via x402 — no API keys. Free demo mode returns 3 preview results. Live at https://socialintel.dev/mcp.

schema-gen-mcp

Generate Schema.org JSON-LD markup for 12 types including Person, Product, and FAQ.

Indian Movies MCP Agent

Provides Indian movie recommendations within Claude Desktop, allowing users to filter by genre, language, rating, and year, search for specific films, or discover random recommendations from Bollywood and regional cinema.

AgentMCP: Multi-Agent Collaboration Platform

MCPAgent untuk Kolaborasi Multi-agen dengan kemampuan Model Context Protocol (MCP) terintegrasi.

HuggingMCP

A Model Context Protocol server that allows Claude and other MCP-compatible AI assistants to interact with the Hugging Face ecosystem, enabling repository management, file operations, search, and collections management through natural language.

Overboard Studio

Create visual whiteboards, diagrams, flowcharts, and project plans from AI conversations. 17 MCP tools for board management, element creation, and real-time collaboration.

paperless-mcp

paperless-mcp

ChatBI MCP Server

Enables AI-powered business intelligence and data analysis using pandas and LLM code generation. Supports automated data processing, statistical analysis, and visualization creation through natural language interactions.

aaws - AI-Assisted AWS CLI

A Python CLI package aaws published to GitHub with PyPI distribution via GitHub Actions. Natural language in → AWS CLI command out, with explain, confirm, and safety layers. Available as MCP server.

GitLab MCP Server

A Model Context Protocol server that enables AI assistants to interact with self-hosted GitLab instances through 30 specialized tools. It supports managing projects, merge requests, CI/CD pipelines, and repository operations via the GitLab REST API v4.

AEM MCP Server

A Model Context Protocol server for Adobe Experience Manager that provides REST/JSON-RPC APIs for content, component, and asset management with AI, chatbot, and automation integrations.

VisiData MCP Server

Provides access to VisiData functionality for data analysis, visualization, and transformation across multiple formats. Supports advanced features like correlation heatmaps, skills analysis, salary benchmarking, and statistical distribution plots.

Model Context Protocol (MCP) Rust SDK

Perpustakaan klien/server MCP untuk Rust

local-stdio-mcp

A minimal and extensible local MCP server that provides core utilities like ping and echo alongside a file search tool integrated with the Everything CLI. It enables fast local file searching and service testing through a standardized stdio transport layer.

Curl MCP Server

An MCP server that enables AI assistants to make HTTP requests and download files using curl, allowing them to interact with web APIs and content.

Coursera MCP Server

Enables users to search for courses, view detailed syllabus information, and manage enrollments and progress on Coursera. It supports automated interactions including viewing certificates through local or cloud-based browser environments using Playwright.