Discover Awesome MCP Servers

Square MCP Server

A server that enables interaction with Square's API via Goose, supporting queries for locations, customers, and more with context preservation and MCP-compliant responses.

Fast MCP Local

A minimal FastMCP server implementation that provides basic mathematical and greeting tools. Enables users to perform simple operations like adding numbers and greeting people by name through a lightweight MCP interface.

HealthcareRAGTools

An agentic AI system that enables healthcare professionals to log patient symptoms, retrieve similar clinical cases, and search medical documents using RAG. It integrates a Chroma vector database with the Model Context Protocol to provide real-time clinical decision support.

bluemouse

BlueMouse is the "Prefrontal Cortex" for LLMs. It uses a 180k+ failure pattern database to validate code logic before execution, acting as a rigorous Quality Gate to prevent hallucinations and unsafe operations.

Google Research MCP

Model Context Protocol (MCP) server that provides AI assistants with advanced web research capabilities, including Google search integration, intelligent content extraction, and multi-source synthesis.

Databricks MCP Server Template

Enables AI assistants like Claude to interact with Databricks workspaces through secure OAuth authentication. Supports custom prompts, tools for workspace management, and seamless deployment to Databricks Apps.

Pippa MCP Memory Manager

A comprehensive memory management system for Cursor IDE that allows AI assistants to remember, recall, and manage information across conversations through a user-friendly interface.

WHOIS MCP Server

This server enables users to perform bulk WHOIS lookups via the apispot.io WHOIS API through a Multi-Agent Conversation Protocol interface.

Fuzzy Memory MCP Server

Enables Claude to maintain persistent memory across conversations using a local knowledge graph with fuzzy search capabilities, allowing it to remember and recall information about users, relationships, and context.

Remote MCP Server (Authless)

Enables deployment of MCP servers on Cloudflare Workers without authentication requirements. Allows connection from both web-based AI playgrounds and desktop clients like Claude through a remote proxy.

Firewall Governance MCP Server

Enables firewall policy governance by querying CMDB assets and auditing Panorama/Firewall policies. Supports asset searches, firewall object inspection, and security policy auditing to identify matching rules and configurations.

mcp-framework-starter

A starter template for building Model Context Protocol (MCP) servers, enabling developers to create and add custom tools that can be integrated with Claude Desktop.

AutoDev MCP

A dual-track testing server that combines CLI test execution with Playwright-based browser testing and persistent SQLite logging. It enables automated test pipelines, Git integration, and evidence-based requirement generation to streamline the development lifecycle.

Complexipy MCP Server

Analyzes cognitive complexity of Python code by scanning files and directories to identify functions exceeding complexity thresholds using the complexipy library.

InfiniteMCP

A meta-MCP server that acts as a universal gateway, allowing users to discover and execute tools from thousands of other MCP servers through semantic search. It dynamically loads servers on demand and provides standardized functions for searching, discovering, and running tools across the entire MCP ecosystem.

SMMS_Semantic-Map-MCP-Server

The repository SMMS creates an MCP server for instance-level semantic maps and provides a series of functional modules for 3D instance objects in semantic maps.

FleetMind MCP Server

AI-powered delivery dispatch management system with 29 tools for managing orders, drivers, and intelligent route assignments. Uses Gemini 2.0 Flash AI to optimize delivery assignments based on weather, traffic, driver capabilities, and vehicle types.

Review-Code

A code review tool server based on Model Context Protocol (MCP), providing multi-dimensional code review and scoring functions.

mcp-servers

Neutree MCP servers

Logic MCP Server

A backend server that executes advanced logic primitives and cognitive operations through the Model Context Protocol, allowing integration with various LLM providers for reasoning, data processing, and structured thought processing.

Petclinic MCP Server

Enables interaction with the Swagger Petstore API (Petclinic v2) to fetch and manage pet information by status (available, pending, sold).

Wakapi MCP Server

Enables tracking and analyzing development time through the Wakapi API. Provides tools to retrieve coding statistics, project details, leaderboards, and recent activity logs for productivity insights.

Tembo MCP Server

Enables interaction with the Tembo API to manage organization tasks and view enabled code repositories. Users can create, search, and list tasks or retrieve account information directly through MCP-compatible clients.

Obsidian GitHub MCP

A Model Context Protocol server that connects AI assistants to GitHub repositories containing Obsidian vaults, enabling them to read, search, and analyze notes and documentation stored on GitHub.

Bithumb MCP Server

Enables interaction with the Bithumb cryptocurrency exchange API to fetch market data, manage account balances, and execute trading operations including limit orders, market orders, and withdrawals.

fm-mcp-comfyui-bridge

LLM MCP server for image generation with ComfyUI

FluentCommunity Manager

AI-powered management of FluentCommunity WordPress plugin content. Enables creating, updating, and managing community posts, spaces, comments, members, and chat through 26+ tools with bulk operations and advanced search capabilities.

Astra MCP Server

Enables interaction with DataStax Astra DB through the Model Context Protocol. Provides database connectivity and operations for Astra DB instances via secure token-based authentication.