Discover Awesome MCP Servers

OnceHub

The OnceHub MCP Server provides a standardized way for AI models and agents to interact directly with the OnceHub scheduling API

MCP Server Node

A Node.js MCP server providing user management, task management, and calculator tools with Bearer token authentication, deployable on Cloudtype.

LocalGym MCP Server

Read-only MCP server for searching, comparing, and recommending UK gyms using the public LocalGym Agent API.

Learn MCP Server

A Model Context Protocol (MCP) server designed for learning and experimentation. It provides a foundational setup for developers to build, run, and debug MCP server implementations using Node.js.

Cloudflare Remote MCP Server Template

Enables the deployment of remote Model Context Protocol servers on Cloudflare Workers without authentication using Server-Sent Events. It provides a boilerplate for developers to add custom tools and connect them to clients like Claude Desktop or the Cloudflare AI Playground.

sentiment-analyzer

Provides a hello and echo tool for basic interaction.

MCP Qdrant Semantic Search

Enables Claude to store and retrieve information with semantic search using Qdrant vector database, providing persistent memory for conversations, code, and documentation.

master-workflow

Enables multi-agent code review and iterative improvement loop using different LLM backends, with deterministic scoring and audit trail.

mdify-mcp

MCP server that gives LLMs the power to convert PDFs to Markdown on the fly using a local Ollama vision model.

FlightOracle

Flight Intelligence MCP — 8 tools for flight search, cheapest dates, multi-city routing, airline comparison via Google Flights. Part of ToolOracle.

prosuite-mcp

MCP server that exposes Dira ProSuite quality verification to AI assistants, enabling data quality checks on geospatial datasets through natural language.

xcode-build-optimizer-mcp

MCP server for Xcode build optimization, providing build-timing analysis, DerivedData/module-cache management, and build-speed config linting for AI coding agents.

go-gerrit-mcp

An MCP server that exposes Gerrit code review operations as capability-gated tools, enabling AI agents to search and read changes, publish comments, vote, and manage change state, with write capabilities as explicit opt-in.

agent-envelope-mcp

A neutral authority layer for agent runtimes, providing sovereign verification and vault-governed custody tools via MCP.

MCP Server - Build Tools

JVM 빌드 도구를 위한 모델 컨텍스트 프로토콜 기반 서버입니다.

veyra-snippets

Code snippet storage for AI agents with language tags and full-text search. Reads are free, writes require Veyra commit mode.

NamingSignal

Provides evidence-first product naming tools for agents and founders, including domain registry checks, namespace searches, and finalist research with sources and timestamps.

Amazon Bedrock AgentCore MCP Gateway

A proof-of-concept implementation that enables Amazon Bedrock AgentCore to interact with AWS Lambda functions and REST APIs through the Model Context Protocol. It provides a gateway for protocol translation and supports direct server implementation using the FastMCP framework.

robauto

Enables managing site signal strength, brand agent, pixel, boosts, and accessing leaderboards, agent traffic stats, and AgentHub listings via natural language.

CodeGraph Multi-Repo MCP

Exposes CodeGraph capabilities for multiple local repositories to MCP-compatible AI coding assistants, enabling multi-repo code exploration and cross-repo symbol tracing.

LorAI MCP

An MCP server that enables AI agents to play Library of Ruina by reading game state, navigating UI, fighting battles, and selecting emotion cards.

AI Core MCP Server

Exposes SAP AI Core APIs as MCP tools, enabling AI assistants to manage AI Core lifecycle and administration through natural language.

Slack Message Sender

MCP server for sending messages to Slack channels and replying in threads, with automatic channel name resolution and support for Claude Desktop and KADI agents.

UniFi Network MCP Server

Turns your UniFi Network Controller into programmable tools for querying and modifying network settings via MCP.

@clawfetch/mcp

MCP server providing web intelligence tools for AI agents, including fetching pages as markdown, rendering JS-heavy SPAs, extracting structured data, multi-source research, and domain availability checks, with automatic x402 micropayments.

Rockfish MCP Server

Enables AI assistants to interact with Rockfish's machine learning platform through comprehensive API access. Supports managing databases, worker sets, workflows, models, projects, and datasets for ML operations.

Invompt MCP

Enables users to interact with Invompt's public invoice API to draft and create professional invoices. It provides tools for generating Invoice Markup Language (IML) YAML and processing it through various invoice templates.

Ravira MCP Server

Connects AI assistants like Claude to Ravira's dental practice AI receptionist. Provides tools for patient queries, feature overviews, sample conversations, dental topic searches, and demo requests.

Markdown MCP Server

A server that provides HTTP API access to manage Obsidian Vaults and Markdown files, allowing users to access notes, statistics, links, templates, and search capabilities.