Discover Awesome MCP Servers

io.github.tarazou9/garnet-mcp

An MCP server that provides long-term semantic memory via Garnet Vector Sets, enabling agents to store text embeddings and retrieve relevant context across sessions. It exposes tools for storing, recalling, and managing memories using pluggable embedding providers.

Unstop MCP Server

Enables users to discover and search for Unstop hackathons through features like filtering, location-based discovery, and detailed event enrichment. It provides MCP tools and prompts that allow LLMs to compare events, plan searches, and access cached data for fast lookups.

toolbridge-mcp-server

MCP server that bridges AI agents with external tools, APIs, databases, and services, enabling standardized tool execution and resource access.

founder-decision-agent-mcp

Enables founders to evaluate startup ideas with evidence-calibrated reports, manage portfolios, and access evaluation history through natural language.

unofficialMCP4Vaillant

An unofficial MCP (Model Context Protocol) server that exposes a Vaillant heat pump's data to AI assistants like Claude. Query outdoor and room temperatures, hot water status, energy consumption, COP estimates, schedules, and diagnostics through natural conversation.

wisdom-store

Provides AI coding assistants with persistent memory, AST-based project indexing, and tools for live context management and hallucination detection. It enables saving lessons to local files, trimming conversation history, and verifying code symbols to prevent errors.

modao-prototype-mcp

Reads Modao read-only prototype links and exports a directory of page screenshots with a catalog.

MoneyWiz MCP Server

A Model Context Protocol server that provides AI assistants like Claude with secure, read-only access to MoneyWiz financial data for natural language queries and financial analytics.

Zendesk MCP Server

A lightweight, AI-native server that enables GPT-based AI agents to fetch real-time customer and organization context from Zendesk APIs dynamically.

einvoice-mcp

MCP server for DACH e-invoicing. Create XRechnung (UBL) and ZUGFeRD 2.3 (Factur-X CII) invoices, validate against EN 16931 rules, extract data from XML, and convert between UBL, CII and JSON formats.

confluence-mcp-server

Integrates Confluence with Claude Desktop, enabling natural language search, content retrieval, and space navigation for Confluence documentation.

Pharmacy MCP Server

Enables medication reference workflows including drug search, dosing calculations, Taiwan regulatory lookups, hospital prescription helpers, and educational PK/DDI simulation.

Torna MCP Server

Bridges Torna API documentation system with AI assistants, enabling natural language search, API discovery, detailed documentation retrieval, and curl command generation for your Torna-managed APIs.

mcp-bigcapital

Enables interaction with Bigcapital accounting through MCP, providing tools for customers, vendors, invoices, payments, reports, and more via an unofficial API wrapper.

TrustLens

A pay-per-call MCP server that evaluates AI agents on the OKX.AI marketplace, providing a hiring-trust score, grade, and breakdown based on review authenticity, sales velocity, and price fairness.

solid-mcp

MCP server for the Solid protocol enabling AI models to read, write, search, and manage resources in Solid pods.

Database Tools for Claude AI

Servidor MCP que permite que a IA Claude interaja diretamente com bancos de dados MySQL, possibilitando a execução de consultas e a recuperação de informações de tabelas por meio de linguagem natural.

discord-admin-mcp

Enables Discord server administration through MCP, providing tools for role management, member moderation, channel operations, and message purging.

dooray-mcp-js

Dooray MCP server for interacting with Dooray services such as messenger, calendar, project, and posts. Supports operations like reading, creating, and updating posts, comments, and files.

sbwsz

A server based on Model Context Protocol (MCP) that provides query and search functions for Chinese card information of Wanzhi brand.

openwrt-mcp

Allows you to interact with an OpenWrt router via SSH, enabling command execution, file operations, and system info retrieval.

dagster-mono-mcp

A lightweight MCP server providing a single tool to interact with Dagster instances via its GraphQL API for managing runs and logs. It features minimal token overhead and optional Cloudflare Access authentication for secure deployments.

Amazon Seller MCP

Self-hosted analytics for a single Amazon seller account, pulling Seller Central and Advertising data into Postgres and serving it to Claude via a bearer-token-guarded HTTP endpoint.

weather-mcp

Enables users to get real-time weather data and contextual natural-language insights for any city by combining OpenWeather API with a RAG pipeline and Groq LLM, and can be used via MCP clients like GitHub Copilot.

mcp-market-data

Live market data for AI agents. 8 tools: real-time crypto prices, OHLCV candles, order books, market cap rankings, trending coins, technical analysis (RSI/SMA/z-score), asset comparison, and Fear & Greed index. Zero API keys, zero dependencies.

Astral MCP

Precision-audited astrology MCP for natal charts, transits, synastry and moon phases. No API key.

GitHub MCP Server

Enables AI assistants to perform GitHub operations such as creating repositories, issues, pull requests, and more through natural language.

dawarich-mcp-server

Exposes read-only location history and related data from Dawarich via MCP tools, designed to run behind an OAuth-terminating proxy.

mcp-spotify

Enables AI agents to create, manage, and populate Spotify playlists using the Spotify Web API.

pfc-mcp

MCP server that gives AI agents full access to ITASCA PFC - browse documentation, run simulations, capture plots, all through natural conversation. Built on the Model Context Protocol, pfc-mcp turns any MCP-compatible AI client (Claude Code, Codex CLI, Gemini CLI, OpenCode, toyoura-nagisa, etc.) into a PFC co-pilot that can look up commands, execute scripts, monitor long-running simulations.