Discover Awesome MCP Servers

MCP Document Server

Efficiently delivers project documentation to AI agents like Claude on-demand, optimizing token usage by loading context only when needed. Supports document retrieval, listing, and keyword search with security features.

Adversa

LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabilities, providing prioritized findings in table, JSON, SARIF, or via an MCP server for AI agents.

Google-Drive Universal MCP Server

Provides a standardized interface for interacting with Google Drive tools and services through a unified API.

HubSpot MCP Server

Provides standardized access to HubSpot's CRM API for managing contacts, companies, deals, engagements, and other CRM data through comprehensive CRUD operations, batch processing, and advanced search capabilities.

intenttext

IntentText MCP server lets AI agents parse, validate, query, diff, and render IntentText (.it) documents. It exposes 9 tools for safe parsing, workflow validation, HTML/print rendering, template merging, and round-trip source generation.

Memory Engineering MCP

Provides persistent memory and semantic code understanding for AI assistants using MongoDB Atlas Vector Search. Enables intelligent code search, memory management, and pattern detection across codebases with complete semantic context preservation.

MCP Enterprise Tools Server

An MCP-based enterprise tools server that exposes company knowledge search and employee database lookup as callable tools.

Security Detections MCP

Enables querying and analysis of a unified database of security detection rules across multiple formats, including Sigma, Splunk, Elastic, KQL, and CrowdStrike CQL.

Roblox Executor MCP Server

Enables AI agents to execute Lua code, inspect scripts, spy on remotes, and interact with a running Roblox game client through an MCP interface.

Nexus-MCP

A fully local, open-source MCP server that replaces Azure AI Foundry, enabling model management, inference, evaluation, and RAG using Ollama without any cloud dependencies.

Frame Pulse MCP

Provides AI agents with real-time system monitoring and control for creative workstations, enabling thermal management and process prioritization to prevent crashes.

sas-score-mcp-serverjs

This MCP server enables natural language scoring with SAS Viya, allowing users to execute prebuilt SAS code, models, and job definitions seamlessly.

Runtime Copilot MCP Server

Provides an MCP-native operational interface for diagnostics, explainability, regression checks, and operational memory on data-system internals like PostgreSQL and Databricks toy engines.

mcp-google-sheets

Enables AI assistants to read, write, and manage Google Sheets spreadsheets through natural language commands, providing a bridge between MCP clients and the Google Sheets API.

ultramock-mcp

Enables AI agents to create and configure product mockups on ultramock.io using your own logged-in subscription.

MCP Port Scanner

An intelligent layered port scanning service based on MCP protocol, designed for AI assistants and development tools to perform network security analysis with real-time feedback.

InventorySystem MCP Server

A Python MCP server that connects to an Inventory Management System, providing 15 tools for CRUD operations on users, inventory items, and bills.

duplicati-mcp

MCP server for managing Duplicati backups from an LLM.

Context Mode

An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.

PubChem MCP Server

Enables AI agents and applications to search, retrieve, and analyze chemical compounds, substances, and bioassays from PubChem's vast chemical information database through comprehensive tools for chemical research and discovery.

whykiki-anything-world-mcp

An MCP server that enables Claude and other clients to generate, animate, and search 3D models using the Anything World API.

agent-mcp

An MCP facade server that aggregates multiple downstream MCP servers and exposes them as high-level tools, using autonomous agents to handle natural-language instructions and complex multi-step operations.

Codex Vision MCP

A local MCP server that adds computer-vision tools to coding agents and models that do not support native image input, using Codex OAuth credentials and the ChatGPT/Codex Responses backend.

ComplianceIQ MCP Server

Generates professional compliance documents like privacy policies and terms of service directly from AI tools. Supports multiple document types and export formats with API integration.

Bright Data MCP

用于模型上下文协议的 Bright Data 官方服务器，该协议使像 Claude Desktop 这样的 AI 助手能够参考并根据实时公共网络数据做出决策。

LLMDotfiles MCP Server

A Model Context Protocol server that scans and exposes AI-related dotfiles and configuration files to LLM agents, helping them understand project context and guidelines.

PyAirbyte MCP Server

Generates complete PyAirbyte data pipeline code and setup instructions for moving data between 600+ Airbyte source and destination connectors or to Pandas DataFrames, using AI-powered context-aware guidance based on connector documentation.

Exa Websets MCP Server

Enables AI assistants to create and manage content collections, perform web searches, and enhance data using Exa AI's websets capabilities with guided workflows for research and analysis.

Sentiment Analysis AI MCP

Sentiment Analysis AI - MCP server providing AI-powered tools and automation by MEOK AI Labs