Discover Awesome MCP Servers

Memory Bank MCP

An MCP server that enables persistent memory, structured thinking sessions, and project-based knowledge management for Claude. It includes specialized coding tools for package discovery and reinvention prevention by validating code against existing libraries and APIs.

FastMCP Example Server

Educational example of an MCP server built with FastMCP, demonstrating how to expose tools, resources, and prompts for AI clients.

DefiLlama MCP Server

Enables AI agents to interact with DefiLlama's DeFi data aggregator, providing access to TVL, DEX volumes, protocol statistics, and more via the Model Context Protocol.

Japan Company Leads Finder MCP

B2B lead generation for Japan: search 1M+ companies by size, capital, location, and government-subsidy history, with executive names and procurement records.

ai-distiller-mcp

Provides filesystem access to Claude via the MCP protocol, enabling local file operations through natural language.

MCP Gateway

Lightweight Model Context Protocol gateway that exposes one entry point for multiple downstream MCP services, enabling efficient tool discovery and routing.

claude-code-codex-agents

Enables Claude Code to delegate tasks to OpenAI's Codex CLI (GPT-5.4) with structured execution traces, parallel execution, session persistence, and adversarial code review.

Hetzner Cloud MCP Server

一个模型上下文协议服务器，允许语言模型通过结构化函数管理 Hetzner Cloud 资源，包括服务器、卷、防火墙和 SSH 密钥。

SettleMate

An MCP server that acts as an AI collections agent for Australian tradies and SMEs, enabling automated chasing of overdue invoices, payment plans, and payments through a secure permissions engine.

mcp-stateless-http-demo

A minimal stateless HTTP MCP server demonstrating the 2026-07-28 protocol era, with tools for arithmetic, order and user queries, resources, prompts, and MCP Apps, featuring caching and W3C trace context.

AWS Advisor MCP Server

Provides AWS service recommendations based on use case descriptions and allows browsing AWS services organized by categories. Helps users discover the most suitable AWS services for their specific technical requirements.

obsidian-codex-mcp

Local-first MCP server for working with an Obsidian vault. No API key required

mcp-server-flyder

Flyder 的 MCP 服务器

satori

A self-learning MCP server for Claude Code that captures user corrections and tool failures, distills them into skill drafts, and activates them only after human approval.

AVA

MCP server for recruiting pipeline that evaluates resumes against job descriptions, syncs to Google Sheets, and drafts emails via Gmail.

database-mcp

Enables SQL database interaction with true server-side result paging, runtime-managed connection profiles, and SSH-bridged access for PostgreSQL.

Seroost Search MCP Server

Enables AI agents to perform semantic code search across entire codebases using natural language queries. Provides fast indexing and ranked search results with line numbers and file paths through the Seroost search engine.

Derive MCP

Provides comprehensive access to Lyra Finance's Derive API with 31+ tools for trading options, perpetuals, and spot markets, including real-time market data, historical analytics, account management, and order execution.

hansung-university-regulation-mcp

Enables searching and retrieving regulations from the Hansung University regulation management system.

MCP Travel Concierge Server

Enables comprehensive travel planning by integrating Google Travel Services and Amadeus GDS for dual flight and hotel searches, plus event discovery, weather forecasting, currency conversion, and location services. Combines consumer-friendly search with professional travel industry data for optimal trip planning.

pyResToolbox MCP Server

Enables AI assistants to perform petroleum engineering calculations including PVT analysis, well performance modeling, and reservoir simulation support using industry-standard correlations and field units.

SailPoint MCP Server

An MCP server that enables interaction with SailPoint IdentityNow and Identity Security Cloud for identity governance and access management. It provides comprehensive tools to manage identities, accounts, roles, workflows, and certifications through API integration.

ast-grep MCP Server

Enables structural code search and refactoring across 20+ programming languages using ast-grep patterns, with safe dry-run mode and flexible filtering.

Signal MCP

Provides live integrations with GitHub, Spotify, and blog RSS feeds to power a dynamic portfolio.

@aetherall/mcp-nvim-tmux

An MCP server that enables AI agents to control Neovim instances running in tmux sessions.

WA MCP

WhatsApp MCP server that exposes messaging, groups, contacts, and profile management as tools and resources for AI agents, supporting Baileys and Meta Cloud API.

pr-forge

Provides AI agents with a secure PR review gateway through 9 MCP tools for managing pull requests, including context retrieval, diff, checks, and merge with two-layer access control.

ctm-multi-mcp

Read-only MCP server for extracting data across multiple CallTrackingMetrics sub-accounts using a single parent API key. Enables cross-account call data, reports, numbers, contacts, and configuration analysis for resellers and agencies via Claude.

public-data-portal-mcp

Enables querying and scanning Korean public procurement and bidding data from multiple agencies (e.g., 나라장터, 방위사업청) through MCP tools, with deduplication and filtering handled externally.