Discover Awesome MCP Servers

phantom-touch

An MCP server for iOS simulator automation with reliable clipboard-based text input that works with React Native.

ReasonForge

Provides 8 MCP tools for deterministic, read-only reasoning: intake, routing, planning, rubric, sweep checklist, verdict gate, reflection, and evaluation. It forces scope locks, disconfirmation-first plans, blind-spot sweeps, and evidence-gated verdicts.

Redshift MCP Server

Enables AI agents to interact with Amazon Redshift databases using natural language to execute queries, list tables, describe schemas, and retrieve sample data.

llama-mcp

Enables MCP-native agents to manage deals, briefs, timeline, and posts on the Llama Ventures platform through a set of 19 typed tools.

openart-mcp

Automates OpenArt.ai character and video workflows using Playwright, exposing tools to list, create characters, generate videos, and check render status.

WhatsApp MCP Server

一个模型上下文协议服务器，可以将您的个人 WhatsApp 帐户连接到像 Claude 这样的人工智能代理，使它们能够搜索消息、查看联系人、检索聊天记录以及通过 WhatsApp 发送消息。

appwrite-security-mcp

MCP server for Appwrite security audits that scans permissions and provides structured fix proposals, with active live leak confirmation via anonymous fetch.

playwright-mcp-wsl

Drop-in WSL-safe wrapper for @playwright/mcp that prevents Chromium GPU crashes on Windows Subsystem for Linux.

fast-paddleocr-mcp

Extracts text from images using PaddleOCR and outputs results in markdown format, optimized for fast inference with GPU auto-detection.

TrackJS MCP Server

A Model Context Protocol server for TrackJS error monitoring that allows you to query and analyze your JavaScript errors.

vaglio-mcp

MCP server for academic research with shared token bucket governance, evidence-based read depth, and archival inscription. Uses multiple sources with failover to avoid rate limits.

remote-mcp-server-authless

A stateless remote MCP server deployed on Cloudflare Workers without authentication, supporting custom tools and compatible with legacy MCP clients.

Salesforce MCP

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

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.

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.

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.

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.

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