Discover Awesome MCP Servers

MCP Server

Enables natural-language querying of structured data via Model Context Protocol, allowing AI agents to answer questions without SQL or API knowledge.

RAG-MCP

A Python server that enables retrieval-augmented generation through semantic, question/answer, and style search modalities using PostgreSQL and pgvector for embedding storage and retrieval.

divergent-thinking-mcp

Provides a comprehensive creative thinking tool with methods like structured process, perspective shift, and constraint-based innovation to enhance divergent thinking.

AlbumentationsX MCP

Model Context Protocol server for discovering transforms, validating augmentation pipelines, rendering deterministic previews, and exporting reproducible pipeline specs.

CoinGecko MCP Server

Servidor MCP do CoinGecko

linkd-mcp-server

Bridges the Linkdfund smart contract layer to MCP-compatible AI clients, exposing Soroban escrow management, milestone tracking, and cross-layer expenditure audit tools as callable XDR envelopes.

renfield-mcp-calendar

Unified MCP server for calendar access connecting Exchange (EWS), Google Calendar, and CalDAV through a single MCP interface, enabling multi-calendar event management via natural language.

Baidu Map Search MCP Server

Provides a suite of tools for location retrieval and multi-modal route planning within China using the Baidu Maps API. It enables AI agents to perform address-to-coordinate conversions, nearby place searches, and calculate directions for driving, transit, walking, and cycling.

Code Mode MCP Server

Enables LLMs to interact with MCP servers by writing TypeScript/JavaScript code instead of direct tool calls. Provides a code execution sandbox that accesses MCP servers through HTTP proxy endpoints.

Most Popular API MCP Server

A Multi-Agent Conversation Protocol server that provides access to the New York Times Most Popular API, allowing agents to interact with NYT's most viewed, shared, and emailed content.

Google Workspace Automation Builder MCP Server

Enables automation of Google Workspace tasks, including reading/writing sheets, generating Apps Script code, and creating webhook senders, with AI assistance via Claude.

Fibaro MCP

Enables control of Fibaro Home Center devices, scenes, variables, and system administration through natural language.

Mailosaur MCP

Enables interaction with Mailosaur email and SMS testing services, allowing message management, server configuration, file downloads, spam analysis, and TOTP code retrieval via natural language.

Vercel MCP Template

A template for deploying MCP servers on Vercel with example tools for rolling dice and getting weather data. Provides a foundation for building custom MCP servers with tools, prompts, and resources that can be deployed to Vercel's serverless platform.

MyGenome

Personal Genome Exploration

Paper Distill MCP Server

An academic research tool that enables users to search across nine major paper sources, rank results with AI-driven criteria, and automate paper notifications to multiple platforms. It streamlines literature management through integrated support for Zotero, Obsidian, and personal library website generation.

mcp-me

Transforms professional data (CV, projects) into MCP tools for LLMs to query, list, match job descriptions, and ask about experience.

ReviewWebsite MCP Server

MCP server that connects AI assistants to ReviewWebsite.com API for creating and managing website reviews, extracting data, converting URLs to markdown, and interacting with web content.

AWS FinOps MCP Server

Enables natural language analysis of AWS cloud costs, waste audits, and budget insights across multiple profiles and regions.

mcp-multi-model

One MCP server that routes to 12+ AI providers for text, image, and video generation, with smart task delegation, web search, and model comparison—all from the terminal.

git-mcp

Standalone MCP server for GitHub that enables repository management, branch operations, pull request handling, and commit retrieval via tools listed in the README.

VIDA AI WhatsApp MCP Server

Enables Claude to interact with WhatsApp Business for reading, searching, and sending end-to-end encrypted messages. It supports conversation management, message summarization, and action item tracking while maintaining data privacy through a local private key and a user-controlled Neon database.

Excel MCP Server

A Model Context Protocol server that enables AI agents to create, read, and modify Excel workbooks without requiring Microsoft Excel installation.

Claude Code Prompt Engineer

Intelligently engineers and optimizes prompts for Claude Code with automatic language detection, task type recognition, and interactive refinement capabilities. Works entirely offline without external API dependencies to transform natural language requests into structured, Claude Code-optimized prompts.

AgentContract MCP Server

Enables AI agents to create, sign, and enforce binding agreements with deliverables, deadlines, penalties, and a full lifecycle state machine.

Amazing Marvin MCP Server

Connects AI assistants to Amazing Marvin for comprehensive task management, including creating and organizing tasks, time tracking, viewing schedules, and managing projects through natural language.

Celo MCP

Enables read and write access to the Celo blockchain including balance checks, token transfers, swaps, agent identity (ERC-8004), and x402 micropayments, returning unsigned transactions for user signing.

Enhanced Miyabi MCP Server

Automatically analyzes and dispatches user tasks to appropriate handlers, supporting development task processing via Miyabi Agent and medical AI academic article generation. Provides intelligent task classification and routing for development, writing, and general tasks.

viral. app AI Analytics TikTok MCP

Analyzing any TikTok account via AI. Set up guide here: https://viral.app/tools/tiktok-mcp

imap-mcp

Read-only MCP server for IMAP email access, enabling AI agents to read, search, and monitor email without sending or deleting messages.