Discover Awesome MCP Servers

form-auto-mcp

Automates internal system form submissions by reading data from Excel/CSV or Google Sheets and using Playwright to navigate menus and fill form fields, with support for both visible and headless modes.

Spec-driven Development MCP Server

Enables AI-guided spec-driven development workflow that transforms ideas into implementation through structured stages: goal collection, requirements gathering in EARS format, technical design documentation, task planning, and systematic code execution.

TeamViewer MCP Server

Exposes the TeamViewer Web API as MCP tools, enabling AI assistants to manage devices, users, groups, sessions, and more via natural language.

MCP Pokemon Server

An MCP server implementation that enables users to interact with the PokeAPI to fetch Pokemon information through natural language queries.

GitLab MCP Server

Enables AI assistants to interact with GitLab for managing projects, branches, issues, and merge requests. It provides tools for searching code and performing file operations like reading and writing directly within repositories.

Component MCP Server

Connects Figma designs to React components using your actual component library, enabling AI tools to generate production-ready code with proper imports.

mcp-page-monitor

Enables monitoring web pages for changes using Playwright, storing snapshots in SQLite, and optionally analyzing changes with an LLM for business impact assessment.

Design System MCP Server

Provides resources, tools, and prompts for a Design System via MCP protocol, enabling component search, reading, and related component discovery.

ピティナニュースMCPサーバー

PTNA 新闻源的 MCP 服务器

Docker Build MCP Server

A TypeScript server that fully implements the Model Context Protocol (MCP) standard, providing API access to Docker CLI operations like build, run, stop, and image management through compatible AI clients.

Solana MCP Server

Enables AI agents to read chain data, execute transactions, swap tokens, and manage wallets on Solana through 38 tools across 7 modules. Supports write operations with a private key and includes built-in prompts for common workflows.

zvec-mcp-server

Enables LLMs to interact with Zvec vector database through tools for collection management, document operations, vector search, and AI-powered embeddings.

biometrics-ai

Enables interaction with biometrics AI features, including risk management, transparency, bias detection, and compliance tracking, all compliant with the EU AI Act.

Datadog MCP Server

Enables interaction with Datadog's monitoring platform to search logs, search trace spans, and perform trace span aggregation for analysis.

Stealthee MCP

Enables detection and analysis of pre-public product launches through web search, content extraction, AI-powered scoring, and automated alerting. Provides comprehensive tools for surfacing stealth startup signals before they trend publicly.

rad quote MCP

Enables creating projects from uploaded files directly from AI assistants. Provides tools for obtaining upload URLs and creating project import jobs from previously uploaded files.

brightspace-mcp

Enables interaction with D2L Brightspace through the MCP protocol, supporting multi-strategy authentication and opt-in write operations.

Taiga Remote MCP Server

A remote MCP server for Taiga project management that enables multiple users to connect simultaneously with their own Taiga accounts via OAuth 2.1, providing access to Taiga resources through the Model Context Protocol.

mcp-ssh-interactive

MCP server that enables AI agents to run fully interactive SSH sessions (via tmux) and execute commands like a human operator, with persistent sessions and multiple concurrent connections.

ziwei-mcp

Zi Wei Dou Shu (Chinese astrology) charting MCP server. Generates complete ziwei natal charts and transit overlays (12 palaces, 14 major stars, sihua) from birth date and time, powered by FateStar's reversible charting engine.

mcp-sbt-shell

Enables executing sbt commands in a persistent shell session for Scala projects, avoiding startup overhead.

Alegra MCP Server

A Model Context Protocol server that enables LLMs to securely interact with Alegra accounting API, allowing operations on invoices, contacts, and items data.

androir-mcp

An MCP server that allows AI agents to drive real Android devices via adb, capturing screenshots, reading the live UI tree, and performing actions like tap, swipe, and type.

simple_mcp

An educational MCP server that teaches implementing the Model Context Protocol from scratch, enabling AI models to discover and invoke tools via JSON-RPC over stdio.

MCP Google Calendar Server with Persistent Auth

Enables AI assistants to list and create Google Calendar events using natural language, with persistent OAuth authentication via Redis.

Smart Search MCP

Provides 14 enhanced intelligent search tools for both international platforms (GitHub, StackOverflow, NPM, etc.) and Chinese platforms (CSDN, Juejin, WeChat docs, etc.). Each tool includes smart URL generation, search tips, and related suggestions for comprehensive technical research.

conductor-figma

A design-intelligent MCP server for Figma with 201 tools and built-in design rules, works with Cursor and Claude Code.

Loki MCP Server

An MCP server for querying Grafana Loki directly with a discovery-first workflow — labels, values, series, and LogQL queries without requiring Grafana.

MCP ShellKeeper

Enables AI assistants to maintain persistent SSH terminal sessions and transfer files to/from remote servers. Allows stateful command execution, natural language server management, and seamless file operations through SSH connections.

EntRoute MCP

MCP Server for AI agents to discover and call pay-per-request APIs via EntRoute. Give Claude, Cursor, Windsurf, or any MCP-compatible agent access to 350+ verified x402 API endpoints across 110+ capabilities — DeFi prices, web search, prediction markets, news, and more.