Discover Awesome MCP Servers

Polygraph MCP Server

Provides MCP tools that expose runtime-proven data lineage verdicts from Polygraph, allowing agents to verify declared catalog lineage, detect undeclared sources and phantom edges, and retrieve incident reports.

mssql-mcp-server

Enterprise-grade MCP server for Microsoft SQL Server, enabling semantic schema discovery, table profiling, safe data operations with preview/confirm, and multi-environment support.

flowvenue-mcp-server

Conversational business process runtime for AI agents with workflow orchestration, enterprise operations, KPI exploration, and process management capabilities.

A2A MCP Server

Exposes A2A (Agent-to-Agent) protocol as MCP tools, enabling Goose to call remote A2A agents via External Subagent mechanism.

Bionics

MCP server for controlling Unreal Engine 5 with 199 tools across 37 categories, including Blueprint analysis, animation pipeline, and async tasks.

Plaud MCP Server

Enables AI assistants to access Plaud Note recordings, providing direct access to speaker-diarized transcripts and AI-generated meeting summaries. Users can search, list, and retrieve recording details directly within MCP-compatible clients like Claude and Cursor.

lo-mcp

A stdio MCP server for LibreOffice Writer that enables creating, editing, and exporting Writer documents via natural language commands.

system-command-mcp

Enables AI to execute registered system commands across platforms using a stable program + args interface, without requiring shell-specific syntax or tool discovery.

MCP-Server-CollageAI

Provides tools for querying student academic data such as subjects, marks, performance reports, timetable, exams, fees, events, holidays, and assignments via natural language.

AgentWall

Policy-enforcing MCP proxy that blocks dangerous tool calls before they execute. Protects credentials, filesystem, shell, and databases across Claude Desktop, Cursor, Windsurf, and OpenClaw.

themeseed

MCP server that analyzes a CMS's active theme and generates realistic demo content tailored to it, letting users judge themes with real-looking articles, images, and embeds.

discord-sovereign-mcp

Enables full-lifecycle Discord server management from any LLM, including creation, administration, and scaffolding, with a sovereignty guard ensuring mutations only occur when the client has the highest role.

ClipToWSL MCP Server

Enables AI coding agents like Claude to read Windows clipboard contents (text and images) from within WSL environments, providing seamless cross-platform clipboard access through the Model Context Protocol.

stillos-swap-mcp

Non-custodial Solana swap routing with best-price execution, flat 0.25% fee, and built-in on-chain scam checking for token safety.

mcp-hermes

Website screenshots and chats/graphs

mcp-gpu-server

Exposes NVIDIA GPU metrics (info, utilization, VRAM, temperature) via MCP tools for real-time querying from AI assistants.

NotebookLM MCP with Audio

Custom MCP server for NotebookLM that adds audio source upload, YouTube source ingestion, source readiness polling, and transcript export, complementing standard Q&A and audio overview tools.

creating-your-first-mcp-server

Enables to perform mathematical calculations, retrieve weather information, and manage files through a standardized MCP interface, showcasing best practices for building MCP servers.

MCP Server Unified Deployment

Projeto de Código Aberto de Implantação Unificada de Servidor MCP

aNotepad MCP Server

Connects AI assistants to aNotepad online notes for reading, searching, writing, and organizing notes through natural conversation.

WordPress MCP Custom Server

WordPress MCP server with versioned capability-based tools, safe REST write policies, W3C validation, playbooks, SEO checklists, and A/B benchmark reporting for managing WordPress content and sites.

tapscript-mcp

MCP server for reading, writing, and compiling music notation, enabling multi-agent collaboration on scores without conflicts.

ocr-mcp

Enables MCP clients to perform OCR on images via multimodal models through a remote server.

GitLab Forum MCP

Enables searching, reading, and analyzing discussions on GitLab's community forum for troubleshooting CI/CD issues and GitLab features. Pre-configured with GitLab-specific search filters and optimized workflows for support scenarios.

GA4 Analytics MCP V2

Multi-operator Google Analytics 4 connector for Claude.ai Custom Connectors, hosted on Google Cloud Run, enabling authenticated GA4 reporting, property selection, and metadata queries via MCP tools.

ChatATP Studio MCP Server

Exposes ChatATP Studio's backend API as MCP tools over Streamable HTTP, enabling clients to manage agents, knowledge bases, MCP connections, HTTP APIs, LLM providers, messaging platforms, and teams with forwarded authorization.

sandbox-mcp

Enables secure execution of bash, Python, and Node.js code in isolated Firecracker microVMs with configurable timeouts and no network access.

Slack Gemini MCP Server

Enables querying Slack channels and messages, then using Google Gemini to answer questions or summarize conversations.

TokenScope

A Model Context Protocol server that enables token-aware directory exploration and file analysis for LLMs, helping them understand codebases through intelligent scanning and reporting.

MyCase MCP Server

Connects Claude to MyCase legal practice management, enabling natural language queries for cases, contacts, calendar, billing, and more.