Discover Awesome MCP Servers

shopify-reports-mcp

Enables AI agents to query Shopify analytics with ShopifyQL via the Admin GraphQL endpoint, executing queries and interpreting results like 'show me the products with the highest margins'.

RespCode MCP Server

Enables multi-architecture code generation and execution across platforms including x86_64, ARM, and RISC-V directly within Claude. It allows users to run code, compare outputs from multiple AI models, and perform hardware simulations for Verilog and VHDL.

esg-mcp-servers

Open-source MCP servers for ESG data extraction, analysis, and regulation management, providing 31 tools across 6 servers for tasks like metrics extraction, PDF processing, vector storage, and web scraping.

Okta-MCP

A production-ready MCP server for Identity and Access Management with Okta integration, providing user and group management, audit logging, and permission guardrails.

ArXiv MCP Server

Enables AI assistants to search, download, and read arXiv papers, with automatic detection of open-source code repositories and support for both LaTeX and PDF content.

XcodeBuildMCP

XcodeBuildMCP

Agentic RAG MCP Server

MCP server providing tools for entity extraction, query refinement, and relevance checking to build Agentic RAG applications.

Salesforce MCP

Connects any MCP-compatible AI assistant directly to a Salesforce org for querying data, exploring schema, running Apex, and managing deployments.

Vibe Board VE

Persistent memory and task board for Claude Code. 14 tools spanning projects, tasks, sessions, and activity logs — backed by Firestore, runs on the free tier. Handoff notes survive context compaction; the next session reads the last handoff and picks up where you stopped.

MongoDB MCP Server

Enables interaction with MongoDB databases through the Model Context Protocol, supporting CRUD operations, secure connections, and easy IDE integration.

DocGraph

Universal documentation knowledge-graph MCP server with hybrid full-text + vector search. Indexes local files and remote sources from Notion, Jira, Obsidian, Linear, GitHub, and Confluence into a single SQLite knowledge graph, exposing it to AI agents via the Model Context Protocol.

Agent Workflow MCP Server

Enables AI agents to create, share, discover, and execute reusable multi-step workflow templates.

Vorim AI — Agent Identity & Trust

AI agent identity, permissions, trust scores, and tamper-evident audit trails. 17 MCP tools: register agents (Ed25519 keypairs), check permissions (sub-5ms), emit audit events, verify trust scores (0-100), delegate credentials, ephemeral agents. IETF Internet-Draft filed. Works with LangChain, OpenAI, CrewAI, Stripe ACP. npx @vorim/mcp-server

Database MCP Server

Enables AI to query and manage PostgreSQL and MongoDB databases through natural language. Supports automatic schema discovery, safe data operations, and network-wide database access with zero-configuration deployment.

Omada Identity MCP Server

Enables interaction with Omada Identity Governance and Administration system for identity management, access requests, and compliance monitoring via MCP.

ReaMCP

An MCP server that enables users to control and edit REAPER projects through a Python-based interface and a Lua bridge. It supports managing tracks, controlling transport, manipulating MIDI and audio items, and adjusting FX parameters within the digital audio workstation.

flux7-memory

Governed multi-agent memory for AI agents. Hybrid markdown + SQLite store with full-text search, vector retrieval, and LLM reranking. Three transports: MCP stdio, HTTP JSON-RPC, and MCP SSE. One Go binary

Playwright MCP

Enables LLMs to perform browser automation and web page interactions using Playwright's accessibility tree instead of screenshots. Provides fast, deterministic web automation through structured data without requiring vision models.

voice-audio-mcp

Enables text-to-speech, voice cloning, audio generation, and transcription using Kokoro TTS and Whisper STT.

The Trench MCP Server

MCP server for controlling satellite ground station operations in the Trench simulation, including pass management, downlink control, and antenna pointing.

Apple Calendar MCP Server

A comprehensive MCP server that provides AI assistants with natural language access to Apple Calendar, enabling reading, searching, creating, and managing calendar events.

agentable-mcp

MCP server for agent-readiness auditing of websites, providing tools to audit URLs, bulk audit up to 50 URLs, compare multiple URLs, and fetch a leaderboard of top agent-ready sites.

Telegram Reminder MCP

Enables users to manage Telegram reminders via natural language or commands, with features like setting, updating, deleting, and listing reminders, while ensuring multi-user privacy.

Tribunal TRT3: Certidão Eletrônica de Ações Trabalhistas (CEAT)

Enables querying official TRT3 labor court records (CEAT) through a read-only MCP tool with prepaid credits, supporting any MCP-compatible client.

TheeDiscordMCP

Local MCP server for inspecting and managing an allowlisted Discord server via Discord's REST API, with safety modes, idempotent JSON blueprints, and destructive-operation safeguards.

mcp2term

Enables safe execution of system shell commands with real-time streaming output and rich metadata capture. Provides configurable command execution with timeout controls, environment management, and extensible plugin architecture for monitoring command lifecycles.

Educhain MCP Server

An MCP server that utilizes Google Gemini and the educhain library to generate educational content such as MCQs, flashcards, and lesson plans. It provides specialized tools and resources for building structured learning materials directly within MCP-compatible clients like Claude Desktop.

YD MCP Application

A RESTful API application based on the Koa framework that provides example endpoints for creating, reading, updating, and deleting resources.

mcp-polib

A Model Context Protocol server for reading, writing, and managing GNU Gettext .po translation files, enabling language models to perform file operations, entry management, partial updates, and fuzzy entry detection.

Code Ocean MCP Server

Provides tools to search and execute Code Ocean capsules and pipelines while managing platform data assets. It enables users to interact with Code Ocean's computational resources and scientific workflows directly through natural language interfaces.