Discover Awesome MCP Servers

Human Moment MCP Server

Provides deterministic read-only access to the canonical anatomy, stage, timing, and evidence data of a human sneeze from the Human Moment interactive atlas, designed for ChatGPT app integration without external APIs.

Xueqiu MCP

A MCP service based on the Xueqiu (Chinese stock market) API that enables users to query stock data directly through Claude or other AI assistants.

Qdrant Search MCP

An MCP server for semantic code search using Qdrant vector database, enabling natural language queries to find relevant code snippets across indexed codebases.

KHU Notebook Research Assistant

An MCP server that interfaces with Google NotebookLM to enable autonomous academic research and systematic knowledge management. It allows users to perform deep web searches and automatically generate study artifacts like research reports, presentation slides, and audio overviews.

PC Controller MCP Server

Enables AI assistants to control Windows PCs by executing shell commands, managing files, capturing screenshots, and monitoring system information through a comprehensive set of MCP tools.

cloud-to-local

Enables cloud agents to securely operate local machine resources (files, commands, screenshots) via standard MCP protocol.

linkedin-mcp-server

Enables Claude Desktop to manage your LinkedIn profile and company pages, including posting, reading posts, and fetching profile information.

Outlook MCP Server

Enables AI-powered email management for Microsoft Outlook through natural language commands. This fork adds draft-first guardrails that create email drafts locally without sending, ensuring user control over all email operations.

qontoctl

MCP server for Qonto

MeshLab-mcp

MCP bridge for MeshLab enabling mesh operations via HTTP and TCP backends using pymeshlab. Allows MCP clients to perform 3D mesh processing tasks through natural language.

savvly-mcp

MCP server for the SEC-registered Savvly Longevity Benefit Fund: product info, Savvly-vs-alternative comparisons, eligibility checks, an audience-tagged Q\&A library, and retirement / lump-sum / monthly projections that render inline MCP Apps chart widgets. Hosted remote plus npm/PyPI/NuGet/OCI/MCPB.

balanceit-mcp

An MCP server that automates a balance.it account, providing tools for calorie calculation, food search, catalogue listing, and recipe generation for pet diets.

MCP-Server

A guide and template for setting up an MCP server with Python and Node.js, integrating with Claude, and extending for Zoho CRM conversational AI.

fallimmig-us-mcp

A sovereign, MIT-licensed MCP server for professional-service workflows, providing offline-capable, Ed25519-signed tools for autonomous agents and human developers.

mneme

Persistent long-term memory for AI agents via MCP, saving 80-90% memory-related token costs by enabling on-demand recall instead of always-injecting context.

Tesla MCP Server

Enables control and monitoring of Tesla vehicles through the Tessie API, providing access to vehicle state (battery, location, climate) and commands (lock/unlock, climate control, navigation) with support for both local and Cloudflare Worker deployment.

CVE MCP Server

Provides conversational access to a local CVE (Common Vulnerabilities and Exposures) database, enabling natural language queries to search vulnerabilities, retrieve detailed CVE information, and view security statistics.

nowpattern-calibration-routing

MCP server for querying counterparty calibration records to assess judgment quality before delegation. It provides read-only, OTS-sealed calibration data with zero-trust verification, enabling default-deny on unverified candidates.

MSPaint MCP Server with AI-based Planning Algorithms

Using Advanced AI Prompting to enhance LLM planning to solve complex math problems and draw the answer on MSPaint Canvas

Gumroad MCP Server

A Model Context Protocol (MCP) server implementation for Gumroad API

Revise MCP

Provides tools to revise and refactor code via MCP, including moving code, indenting/dedenting, outlining file structure, and optional symbol renaming.

Knowledge Graph Memory Server

A persistent memory system using a local knowledge graph that enables Claude to remember information about users across chats, with advanced search, graph traversal, and filtering capabilities for entities, relations, and observations.

engram

A self-hosted MCP server that provides a personal semantic memory layer for AI tools. It enables storing, searching, and managing memories using hybrid vector and keyword search, allowing AI assistants to recall information by meaning.

Mattermost MCP Server

MCP Server for the Mattermost API, enabling Claude and other MCP clients to interact with Mattermost workspaces.

AlibabaCloud DevOps MCP Server

Enables AI assistants to interact with Alibaba Cloud Yunxiao DevOps platform for managing projects, code repositories, work items, pipelines, deployments, and testing workflows through comprehensive organization, development, and delivery tools.

Airtable MCP Server

Provides comprehensive access to the Airtable Web API, enabling AI assistants to create and manage bases, tables, fields, records, views, and webhooks with support for 25+ field types, batch operations, and enterprise features.

Code Expert MCP Server

Analyzes codebases from local directories, GitHub, and Azure DevOps, providing intelligent context to AI coding assistants through repository structure, critical files, and semantic maps.

gemini-mcp

MCP server for Google Gemini media generation, exposing tools for generating and editing images, video, music, and async operations via stdio.

UI Canvas MCP

Enables AI agents to read and manipulate visual UI designs drawn on a canvas, translating them into precise JSON specs for production code generation.

Mail-MCP

Enables secure mailbox access and email management via IMAP/SMTP, with tools for reading, searching, organizing, sending, and deleting emails, designed for local use and compatible with MCP clients like ChatGPT.