Discover Awesome MCP Servers

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MCP Search Server

A unified Model Context Protocol server that integrates multiple search providers including Brave, Tavily, Exa, Semantic Scholar, and arXiv. It enables users to perform web, news, and image searches alongside academic research and citation analysis through a single interface.

AgentPM

A planning and orchestration system for AI-driven software development that integrates as an MCP server, enabling developers to plan, prioritize, and execute complex projects with context-aware assistance.

MCP Boilerplate

A boilerplate for deploying a remote MCP server on Google Cloud with authentication, enabling experimentation with MCP tools.

OTTASIA

Find where to watch any movie or TV show across 30 Asian and Middle Eastern streaming markets. Works with Netflix, Disney+ Hotstar, Shahid, Wavve, JioCinema, and 20+ more regional services.

Tokyo WBGT MCP Server

Provides access to Tokyo's WBGT (Wet Bulb Globe Temperature) heat index forecast and real-time data from multiple observation points using Japan's Ministry of the Environment official data for heat stroke prevention.

xmcp Application

A template/starter project for building MCP servers with structured directories for tools, prompts, and resources that are automatically discovered and registered.

rulesmith

Provides a CLI and MCP server for scanning repositories to generate evidence-backed, project-specific instruction files for AI coding assistants, ensuring AI behavior aligns with existing codebase conventions.

colab-mcp

Local-first MCP server for controlling Google Colab as a development, shell, file, and training runtime, with tools for notebook editing, GPU acceleration, and file transfer.

ashare-mcp

An MCP server that exposes all 23 baostock data endpoints as tools, including K-line, quarterly financials, performance reports, dividends, industry classification, index constituents, and macro series.

MCP Git/PR Assist

Enables Git and GitHub pull request operations through Claude AI, including repository management, branch operations, commits, and PR creation/commenting. Streamlines development workflows by providing Git commands and GitHub API integration through natural language interactions.

PromptX

Transforms AI agents into industry experts through natural conversation, enabling role creation (Nuwa), tool integration (Luban), and professional content generation (Writer) with cognitive memory capabilities.

kuik-fileshare-mcp

Enables KUIK Agent to access on-premise SMB/CIFS shares on a Windows Server using the employee's own credentials, enforcing live ACLs. Supports file operations such as list, read, write, search, move, copy, delete, and upload/download without mounting or duplicating data.

MCP Greeting Server

Provides time-aware greetings in multiple languages and timezones, with personalization support.

docs-search

Enables semantic search over documentation sites by indexing them via sitemap and using OpenAI embeddings, stored locally in ChromaDB.

Cancellation Analyzer MCP Server

A Model Context Protocol server that analyzes customer cancellation survey data, enabling Claude AI integration through HTTP/SSE transport.

undo

Provides checkpoint and rollback capabilities for AI agents, reversing file system changes and recording network mutations.

Angel One MCP Server

Enables AI agents to interact with Angel One brokerage for live market data, portfolio management, and order placement using the SmartAPI.

ProofBase MCP Server

An AI-powered server that generates realistic, customizable customer testimonials with specific tones, roles, and performance metrics. It enables users to create authentic social proof content through simple natural language prompts.

cloudflare-dns-mcp-server

A token-efficient MCP server for managing Cloudflare DNS zones and records with full CRUD support and bulk operations. It can be deployed locally via stdio or as a Cloudflare Worker for remote HTTP access.

Claude-Code MCP Runner

This MCP server enables remote control and management of Claude Code agents, allowing you to execute missions, configure agent personalities, and integrate with other MCP tools.

Figma MCP

MCP server for the Figma API. Lets AI agents fetch designs, nodes, and rendered images from Figma.

ontology-mcp-self-healing

Self-healing MCP server that monitors database schema changes, detects differences, and automatically updates ontology mappings using AI to ensure agents continue working without manual intervention.

proxmox-mcp

Provides tools to manage Proxmox VE clusters via Claude Code, enabling listing nodes, VMs, templates, power actions, and creation of LXC containers and VMs through the Proxmox REST API.

Android Mobile MCP

Enables AI agents to interact with Android devices through UI manipulation, screen capture, touch gestures, text input, and app management via ADB. Provides comprehensive mobile automation capabilities including element detection, navigation, and application control for Android device testing and interaction.

Arra Oracle

MCP server for semantic search over Oracle philosophy using hybrid search (FTS5 + LanceDB). Integrates with Claude Code for querying wisdom and managing a knowledge vault.

CodeDoc MCP Server

Enforces code quality, security, and architectural integrity by auditing, refactoring, and documenting codebases within Cursor and Claude.

Polymarket MCP Server

Enables interaction with Polymarket prediction markets through read-only access to market data, events, orderbooks, and user positions, plus authenticated trading capabilities for creating and managing orders.

Featureflow MCP Server

Enables AI assistants to manage Featureflow feature flags, including creating and updating features, controlling feature states across environments, and managing projects, environments, and targeting rules through natural language.

@shuji-bonji/pdf-reader-mcp

An MCP (Model Context Protocol) server specialized in deciphering PDF internal structures.