Discover Awesome MCP Servers

Review Analysis MCP Server

A local, privacy-friendly pipeline for analyzing customer reviews using Ollama for sentiment analysis and issue clustering.

mcp-gateway

A generic MCP gateway that aggregates multiple upstream MCP servers into a single FastMCP endpoint, configured via servers.json with support for tool subsetting, renaming, multi-instance routing, and pluggable authentication.

La Growth Machine — B2B Outreach & Pipeline Analytics

Analyze LinkedIn & email outreach campaigns, track pipeline performance, and review lead conversations for RevOps, Sales Managers, and SDR teams.

MCP Gatekeeper

Enables policy-enforced access to dangerous tools like file read/write/delete and shell execution, with approval workflows, risk classification, and audit logging.

Docsmith MCP

Enables processing of Excel, Word, and PDF documents through reading, writing, and metadata extraction. It leverages a secure Pyodide WebAssembly environment to handle document parsing with support for paginated results.

baby-fever-simulator

MCP server for infant fever management that tracks symptoms, medication, and lab results, providing guideline-based escalation levels, pharmacokinetic predictions, and structured clinical reports.

Email MCP Server

An HTTP/SSE wrapper for the IMAP MCP server that enables users to read, search, and send emails across multiple accounts and providers. It supports secure AES-256 encryption and provides remote access through Claude Web using SSE transport.

IntelliSchedule Personal MCP Server

Enables scheduling and calendar management through Google Calendar and Cal.com, with support for reminders, notes, and email notifications.

MCPserver

AIチャット用のMCPサーバー

Kaskad Protocol MCP Server

First-party MCP server for Kaskad Protocol — a DeFi lending protocol on Igra L2 (Kaspa). Enables AI agents to autonomously supply, borrow, repay, withdraw, and stake. Includes 16 tools covering live market reads, governance params, health factor monitoring, emission state, and full write access to on-chain lending operations. Compatible with Claude, OpenClaw, and any MCP-compatible client.

agent-docs-mcp

MCP server that provides AI coding agents automatic access to AGENTS.md documentation from GitHub repositories, enabling understanding of codebase conventions and patterns.

mailpal-mcp-server

Free email server for AI agents with hardware attestation, enabling agents to send, receive, and manage emails via MCP tools.

MCP Server for Cirro Data

This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.

deepseek-vision-mcp

Provides a recognize_image tool that enables image recognition using DeepSeek's vision capabilities. Supports automatic login via browser or manual token configuration for server environments.

Parsley MCP Server

Enables AI assistants to access buyer intent signals, MEDDIC qualification data, and lead intelligence from Parsley accounts for lead qualification and follow-up.

Stratosphere MCP Zotero

Enables natural language interaction with Zotero libraries, allowing users to search, retrieve, and update papers and metadata via AI assistants like Claude and Gemini.

SkillOps MCP

An AI-powered MCP server for EdTech teams that automates support triage, re-engagement outreach, feedback analysis, progress reporting, and course design using Gemini.

Graph Uniswap MCP

Provides a unified MCP interface over Uniswap V2, V3, and V4 across multiple chains via The Graph, enabling agents to query token prices, top pools, pairs, and recent swaps with clean JSON output.

GitHub Issue Manager

Integrates with GitHub REST API to allow LLM agents to list and create repository issues.

LinkedIn Profile Data Mining

Enables comprehensive LinkedIn profile search, data extraction, and contact enrichment using Google Search, Apollo.io, and AI-powered analysis. Includes automated data mining workflows with database storage and CSV export capabilities.

MCP Stateless Server Template

A production-ready stateless MCP server template implementing the 2026-07-28 specification, enabling horizontal scaling and easy migration from session-based servers.

SearXNG Control Plane MCP Server

An MCP server for managing SearXNG instances, enabling configuration inspection, engine toggling, health checks, and container lifecycle control.

apexapi-mcp

Enables calling 120+ AI models and reading live web pages (scrape, crawl, structured extract) from any MCP client using one API key.

Healthcare MCP Server

Enables an AI agent to query a patient-records SQLite database with tools for schema inspection, safe SQL queries, patient risk assessment, and readmission risk analysis.

MCP Dust Server

Dust AIエージェントとのインタラクションを可能にするモデルコンテキストプロトコルサーバー。Windsurf IDEやClaude Desktopのような開発環境との統合を可能にします。

Groq MCP Server

Enables lightning-fast inference using Groq models through MCP clients, supporting vision, speech, batch processing, and agentic tasks.

MapBiomas Soil MCP

Enables querying soil data, planning and executing Earth Engine processing recipes, monitoring tasks, and answering questions about results without downloading national maps.

Publora MCP Server

Official MCP server for Publora that enables AI assistants to schedule posts, manage accounts, and retrieve analytics across multiple social media platforms through natural language.

MCP Run Python

Enables secure execution of Python code in a sandboxed WebAssembly environment using Pyodide and Deno. Automatically handles package management and captures complete execution results including stdout, stderr, and return values.

MCP Server Template

A starter template for creating Model Context Protocol servers that integrate with Claude Desktop and other MCP-compatible clients. Provides a configurable tool system, Docker support, and TypeScript-ready structure for building custom MCP servers.