Discover Awesome MCP Servers

SafetyCulture MCP Server

Espelho de

All-Search MCP Server

An MCP server that enables web search and document retrieval capabilities through Tavily API and LangConnect vector database, supporting AI agents in gathering information for comprehensive report generation.

Freesound MCP Server

Integrates with Freesound.org to enable searching, discovering, and previewing audio content such as sound effects and music loops. It provides detailed metadata and licensing information to support video editing and content creation workflows.

graph-tool-call

Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.

mcp-adr-analysis-server

Transform your codebase into professional architectural decision records with intelligent AI analysis

Source Map Parser MCP Server

Permite mapear rastreamentos de pilha de erros JavaScript de volta ao código fonte original, extraindo informações de contexto para ajudar os desenvolvedores a localizar e corrigir problemas.

munich-mensa-mcp

Remote MCP Server for listing and getting the menus of the official mensas in munich

Realty In Au MCP Server

Enables access to Australian real estate data through the Realty In Au API, supporting property listings, agent/agency information, property details, school lookups, and property search with various filters.

Notion MCP Server

Connects AI assistants to Notion workspaces, allowing users to search, create, and manage pages or databases through natural language conversations. It supports complex database querying, content updates, and workspace organization via the Model Context Protocol.

SOAR MCP Server

Integrates SOAR (Security Orchestration, Automation and Response) capabilities into AI clients, enabling security playbook execution, event management, and threat intelligence queries. Provides a complete security incident response platform through natural language interactions.

MCSS MCP Server

Servidor de Protocolo de Contexto de Modelo para MCSS (Minecraft Server Soft)

BlackTwist MCP

Manage Threads and Bluesky social media from AI assistants. Schedule posts, check analytics, and automate follow-up replies.

Screeny MCP Server

A privacy-first macOS MCP server that enables AI agents to capture screenshots of pre-approved application windows for development and debugging tasks.

ToolHive - making MCP servers easy and secure

Execute e gerencie servidores MCP de forma fácil e segura.

SuiAgentic

A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.

FastAPI MCP Server

A high-performance Model Context Protocol (MCP) server designed for large language models, enabling real-time communication between AI models and applications with support for session management and intelligent tool registration.

dev-kit-mcp-server

dev-kit-mcp-server

Novyx MCP

Description: Persistent memory for AI agents with rollback, audit trails, semantic search, and knowledge graph. Zero-config local SQLite or cloud API. 23 tools, 6 resources, 3 prompts.

req-mcp-server

A Bun-based MCP server providing a persistent HTTP request toolset for testing and inspecting JSON APIs. It supports session-aware operations, including cookie persistence, automatic bearer token reuse, and configurable base URLs.

fast-pyairbyte

fast-pyairbyte lets you create a data pipeline in code ,from any Airbyte connector, with a single prompt.

Hedera MCP Server

A production-ready Node.js server that enables decentralized communication between AI agents on the Hedera network, implementing the Model-Context-Protocol architecture with support for multiple Hedera Consensus Service standards.

AgentKits Memory

A local, persistent memory system for AI coding assistants that stores decisions, patterns, and session context via MCP tools. It enables cross-session memory management using SQLite and optional vector search without external dependencies or cloud storage.

Piazza MCP Server

Enables interaction with Piazza to fetch posts and course information directly through Claude. Users can list configured courses and retrieve recent posts from specific classes via natural language commands.

Railway MCP Server v2

Enables management of Railway infrastructure through 17 tools for managing projects, services, deployments, environment variables, and domains. Supports both modern Streamable HTTP and legacy SSE transports.

PolicyGuard

Provides policy-based access control, incident tracking, and compliance monitoring to govern AI agent behavior. It enables organizations to enforce security rules and maintain audit trails by validating agent actions against trust levels and pattern-based policies.

file-system-mcp-server

Um servidor MCP (Protocolo de Contexto de Modelo) abrangente para operações de sistema de arquivos, fornecendo ao Claude e outros assistentes de IA acesso a arquivos e diretórios locais.