Discover Awesome MCP Servers

FastAPI MCP Template

Production-ready API server template integrating FastAPI with Model Context Protocol (MCP) for LLM integration, structured logging, and comprehensive testing.

Spryker Package Search Tool

An MCP server that enables natural language search capabilities for Spryker packages and code across GitHub repositories, allowing users to find Spryker modules and documentation using conversational queries.

Weather MCP Server

Demonstrates creating and connecting an MCP weather server using FastMCP, with support for integration with Claude Desktop, Cursor, and local LLMs to query weather alerts and information.

codeigniter-mcp

A Model Context Protocol server that accelerates CodeIgniter-inspired PHP framework development by generating, validating, and maintaining idiomatic MVC plus Services/Repository code via 7 tools and 4 resources.

notepadpp-mcp

MCP server for Notepad++ on Windows that allows opening files, checking editor status, and saving/loading session snapshots.

mcpHydroSSH

An SSH MCP server that enables users to connect to and manage remote servers directly from Claude Code. It provides tools to execute commands, monitor connection status, and dynamically manage server configurations through natural language.

Gemini MCP

Enables image processing and analysis using Google's Gemini 2.5 Flash model. Supports local files, URLs, and Base64 images with streaming responses and automatic output saving.

agent-bridge

An MCP server that lets Claude Code and Codex delegate tasks to each other via the Agent Client Protocol.

Alibaba Cloud Supabase MCP Server

Enables AI assistants to manage Supabase projects deployed on Alibaba Cloud through natural language commands. Supports project creation/deletion, database querying, security configuration, and table management operations.

Universal GitHub MCP Server

A configurable MCP server for managing multiple GitHub repositories, branches, pull requests, and files, with built-in company documentation and validation.

Vibe-Audit

A multi-agent system that scans a JavaScript or TypeScript source file for unbalanced addEventListener calls, flags memory-leak vectors, and produces a validated patch via a Gemini LLM.

mcp-color

Provides color conversion between formats, WCAG contrast ratio computation, and nearest CSS named color lookup.

SilbercueSwift

High-performance MCP server for iOS development and test automation. Gives AI coding assistants direct access to iOS simulators with sub-20ms screenshots, UI interaction, building, testing, and an intelligent operator mode.

Vertica MCP Server

Enables AI assistants to interact with Vertica Analytics Databases for querying, schema exploration, and performance optimization through natural language. It provides enterprise-grade features like fine-grained permissions, query streaming, and secure SSL/TLS connections.

Prospectio MCP API

A FastAPI-based application that implements the Model Context Protocol for lead prospecting, allowing users to retrieve business leads from different data sources like Mantiks through a clean architecture.

RoadBoard

Multi-project execution, memory, and collaboration platform for humans and AI agents, providing MCP tools for agents to read and write project state.

Local AI MCP

Unified MCP server for managing local model runtimes (Ollama, LM Studio, etc.), enabling provider-agnostic discovery, lifecycle management, hardware-fit checks, and delegated inference.

mcp-brain-manager

An intelligent context management layer for the Brain Knowledge Management System, implementing semantic routing and human-in-the-loop workflows.

CodeContextMCP

Sebuah server MCP untuk menambahkan konteks repositori tambahan menggunakan protokol MCP.

Korean Law MCP

MCP server for Korean legal research, offering access to statutes, precedents, administrative rules, citation verification, and legal analysis through 10 tools.

GenflowAI Codex Plugin

GenflowAI for Codex helps creators, ecommerce teams, and marketing teams find reusable AI creative workflow templates, list their own saved workflows, inspect required inputs, upload creative assets, start template/workflow runs, and check async generation results without leaving Codex.

qrp-mcp

An MCP server that scans local codebases for quantum-vulnerable cryptography (secp256k1, Ed25519, RSA, etc.) and CI signing commands, classifying each finding as quantum-broken, post-quantum, or neither. It runs entirely locally with no network calls, providing a deterministic inventory for AI agents.

freshdesk-mcp-server

An MCP server for Freshdesk that identifies which tickets actually need a reply, and provides tools to read, draft, and respond to tickets while respecting your account's custom statuses.

Asset Library MCP Server

Enables users to search and retrieve research datasets via natural language queries, with tools for proposing and committing tag changes. Includes robust authorization, idempotent mutations, and an audit trail.

Jenkins MCP Server

Read-only MCP server for Jenkins CI, enabling AI agents to securely query job/build status, logs, artifacts, and generate verification reports for loop workflows.

mc-rp-assistant-mcp

Enables reading, validating, and managing Minecraft resource packs, including structure checks, asset listing, pack comparison, and Modrinth queries.

FastGPT Knowledge Base MCP

Intelligent knowledge base management tool that enables searching, browsing, and analyzing documents across multiple datasets with smart document analysis capabilities.

secure-harness-mcp

Verify-and-repair secure-coding harness that generates, hardens, audits, and scores Go code with a build and security scan feedback loop, and includes a transparent proxy to harden any client automatically.

Onecompiler APIs MCP Server

Enables code execution in 70+ programming languages and databases through the Onecompiler API, allowing users to run and test code directly from their MCP-enabled applications.

footnote-mcp

An MCP server for source-grounded web research that verifies claims against their sources, with 42 tools for search, extraction, and verification.