Discover Awesome MCP Servers

qwen-vision-mcp

Enables text-only models like Claude Code to recognize images by calling Qwen vision models from DashScope, returning text descriptions for continued reasoning.

@hanoak/unsplash-mcp-server

Production-ready Model Context Protocol (MCP) server for the Unsplash API — search photos, fetch details, and stay compliant with Unsplash attribution & download-tracking guidelines. Unofficial; not affiliated with or endorsed by Unsplash.

Laugh Tale

MCP server that checks for the presence of other Grand Line stack tools and reveals a fun surprise when all are installed.

GitHub Actions MCP

Connects AI assistants to GitHub Actions workflows to monitor CI/CD pipelines, view run logs, diagnose failures, and optionally trigger or manage workflows with granular permission controls.

Devil MCP Server

An MCP server that provides programmatic access to devil hosting platform management tools, enabling AI assistants to manage websites, databases, DNS, SSL, email, and more via a secure REST API.

task-graph-mcp

Provides structured workflows (phases, gates, coordination) for AI agents, enabling complex task execution with quality enforcement and multi-agent coordination via Model Context Protocol.

soap-api-gateway

Converts SOAP WSDL services into a REST interface and provides MCP tools to describe, invoke, and manage SOAP operations with caching and WS-Security support.

WeatherMCP

An MCP server providing US National Weather Service data with tools to fetch weather alerts by state and forecasts by coordinates.

Optimized Memory Server

Una implementación de memoria persistente que utiliza un grafo de conocimiento local que permite a Claude recordar información sobre los usuarios a través de las conversaciones.

MCP Server on AVAIL DA

Un servidor MCP para interactuar con Avail DA

modao-proto-mcp

Enables HTML code generation from design descriptions, detailed design specification creation, and importing generated HTML into personal workspace via the Model Context Protocol.

dibs

Coordination for parallel coding agents: TTL file claims stored in the git common dir (visible across all worktrees), enforcement hooks that block colliding edits, agent presence, handoff notes, and a git-committed lessons knowledge base with BM25 search. Single static Go binary — no server, no database.

Cortex

Stores and recalls Claude Code session content as persistent memory, auto-injects relevant prior decisions and lessons at session start, and exposes 33 MCP tools for memory, knowledge-graph navigation, and cognitive profiling — backed by 41 neuroscience papers and 97.8% R@10 on LongMemEval.

llm-vision

A local MCP server that gives vision to vision-less LLMs by describing images and extracting text via Alibaba DashScope vision models.

MCP

Un servidor de Minecraft que usa Claude y DuckDuckGo.

MCP Logic

Enables first-order logic reasoning including theorem proving, model finding, counterexample detection, and category theory diagram verification using pure TypeScript with no external dependencies.

mem0-custom-mcp

A custom MCP server that connects to self-hosted Mem0 API instances, enabling Claude Code to manage memories via custom endpoints.

muninn-mcp

Read-only MCP server exposing one Muninn Minecraft backend's capabilities via safe, capability-aware tools. Broadly covers server status, CoreProtect lookups, Paper, CMI, and WorldGuard queries.

bigquery-google-trends-mcp

MCP server that exposes Google Trends data via BigQuery, enabling LLMs to query top search terms, rising terms, and compare term interest over time for different countries.

Postgres MCP Server

Enables chatting with PostgreSQL databases via MCP, with GitHub OAuth authentication and role-based access for read/write operations.

Document Comparison AI MCP

Document Comparison AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Boilerplate Paid MCP Server

A boilerplate MCP server demonstrating paid tools via Lightning micropayments, including weather data and food ordering.

gmail-mcp

A secure, read-only Gmail investigation tool that provides both CLI and MCP server access, enabling Claude to search, read, and export emails without sending or modifying them.

fia-signals-mcp

Enables AI agents to access professional crypto market intelligence via 8 MCP tools, covering market regime, fear/greed, funding rates, DeFi yields, token signals, wallet risk, and contract audits. Backed by real-time data from Binance, DeFiLlama, Etherscan, with both free tools and x402 micropayment options.

milvus-mcp

MCP server for Milvus vector database enabling vector search, text search, and hybrid search operations.

Lusha MCP Server

Enables AI agents to perform comprehensive person and company lookups by integrating directly with the Lusha API for business contact enrichment. It provides tools for bulk contact identification via LinkedIn URLs, emails, or names, alongside detailed company information retrieval.

@stampui/mcp

MCP server for StampUI that lets AI coding agents browse the block registry and install blocks as real .tsx source files.

LibreLink MCP Server

Enables Claude Desktop to securely access FreeStyle LibreLink continuous glucose monitoring data, providing real-time readings, historical analysis, and health insights through natural language queries.

ragmcp

Retrieval augmented generation server for policy documents, exposing search, grounded Q&A with verified citations, and source management as MCP tools. Runs with local Ollama models for free or managed AWS backends, with an evaluation harness for retrieval and grounding metrics.