Discover Awesome MCP Servers

creator-growth-intel

MCP server that answers questions about creator marketing, influencer pricing, and app growth using a curated corpus of operator quotes with links, and explicitly flags when evidence is thin or absent.

Chosun MCP

MCP server for querying Chosun University portal, CLC/e-Class, and OJ systems, providing tools to access academic information, timetables, notices, and more.

tfs-mcp-server

Connects Claude to on-premise TFS (Team Foundation Server) via REST API, enabling read/write of work items, backlogs, sprints, and pull requests without manual copy-paste.

io.github.huangzesen/xhelio-spice

Auto-managed SPICE kernels for heliophysics missions. Enables querying spacecraft positions, trajectories, and coordinate transforms via natural language.

domain-finder

Enables users to brainstorm brandable domain names from a description, check their real-time availability across domains and GitHub/npm/PyPI namespaces, and get ranked buy candidates via RDAP.

juejin-mcp-server

Enables AI assistants to access and analyze content from the Chinese developer community platform Juejin, including articles, trending topics, and user interactions.

mcp_db

MCP server for executing SQL queries on PostgreSQL and ClickHouse with per-connection allow/deny policies by statement group.

tickertape-mcp

An MCP server that screens and analyzes US stocks and ETFs using Tickertape's screener data. It allows users to filter by 70+ metrics, search stocks, get details, and list available filters.

MCP Remote Server for Kubernetes

Provides Kubernetes cluster management capabilities through natural language via MCP protocol over HTTP/SSE. Supports Pod, Service, Deployment operations, log retrieval, and resource management with JWT authentication and RBAC permissions.

proxmox-mcps

Enables AI assistants to manage Proxmox VE infrastructure, including VMs, containers, storage, network, high availability, replication, SDN, and node administration.

TG Analytics MCP

Enables LLM agents to analyze Telegram channels for ad purchasing, providing insights like reach, CPM, and verdicts via MCP tools.

partsgeek-mcp-server

Enables searching PartsGeek for parts, retrieving product details, and obtaining cart estimates for price comparison, without placing orders or requiring a PartsGeek account.

Magic Lane MCP Server

Enables AI agents to become geospatially intelligent assistants with tools for location search, smart routing, round trip planning, reverse geocoding, isochrone analysis, route visualization, geofence management, and interactive map display.

obsidian-excalidraw-universal-mcp

MCP server enabling AI assistants to read and write Obsidian notes, create and edit Excalidraw drawings, and run Excalidraw scripts via natural language commands.

todo-mcp

Enables AI assistants to manage Microsoft To Do tasks via the Graph API, supporting multiple accounts, encrypted auth, and full CRUD operations.

macalc

The most comprehensive everyday calculator MCP server — 501 tools across 22 categories covering 8 countries' tax systems (FR, BE, CH, CA, US, UK, MA, SN). Finance, health, math, science, construction, conversions, education, sport, cooking, travel, and more. Free, no API key required. Streamable HTTP transport.

Koha MCP Server

Enables searching the GBS Flexon Library catalog (Koha) and checking book availability.

Wallos MCP Server

Enables Claude Desktop to manage subscriptions, categories, currencies, payment methods, and household members in a self-hosted Wallos instance.

Agent Feedback Loop

Enables agents to report and query performance metrics to build a community-driven quality database for MCP tools. This server helps agents discover and select the most reliable tools based on success rates and user-reported quality scores.

MCP GlitchTip

Integrates GlitchTip error monitoring with AI assistants, enabling them to fetch, analyze, and debug issues from your GlitchTip instance.

Learning Coach MCP Server

Tracks learning progress and generates personalized daily learning insights using RAG to fetch relevant content from blogs, RSS feeds, and Reddit based on your current topics and learning goals.

PDF MCP Server

Enables AI-powered PDF manipulation through natural language commands, integrating with Claude to perform operations like merging, splitting, encrypting, optimizing, and analyzing PDFs.

MCP Design System Bridge

Enables bidirectional synchronization between IDEs and Figma for Design System management, allowing developers to generate React components and synchronize design tokens, icons, and components across platforms.

jwx-mcp

Exposes Justworx devices to AI agents as MCP tools and resources, backed by the public Developer API. Supports local stdio and hosted remote OAuth operation for controlling device IO, rules, and viewing live state.

notion-mcp-server

Enables Claude Desktop to read and create Notion pages with markdown formatting support.

tandoor-mcp

MCP server for Tandoor Recipes, enabling recipe management (create, edit, search, delete) and entity operations (foods, units, keywords) via natural language from Claude.

matlab-mcp-server

A Model Context Protocol (MCP) server that enables seamless integration between MATLAB and MCP-compatible applications like Claude Code, allowing execution of MATLAB code, workspace management, plotting, and data I/O.

AWS Nova Canvas

使用 Amazon Bedrock 的 Amazon Nova Canvas 提供图像生成功能，可以通过文本提示和调色板创建视觉效果——非常适合用于模型、图表和 UI 设计概念。

mysql-materials-mcp

Enables querying a MySQL database of metallurgical materials and alloys via natural language, allowing users to list alloy types, filter grades by type, and retrieve full details of a grade with all related data.

Amplify Data API MCP Server

This MCP server enables users to interact with AWS Amplify Gen2 application data through natural language, allowing AI assistants like Claude to perform operations on Amplify data models using conversational language instead of complex code.