Discover Awesome MCP Servers

ai-trends

Provides access to the latest AI trends by querying Google News RSS and Hacker News API, enabling AI assistants to retrieve real-time trending topics.

flutter-coder

Provides Flutter and Dart reference data, code generation, live API lookups, and a verified sample corpus for AI coding assistants, enabling efficient Flutter development with accurate guidance and boilerplate generation.

confluence-wiki-mcp-server

MCP server for fetching Confluence Wiki content, including pages, search, attachments, comments, and references, with automatic authentication via a managed Chrome profile.

Google Search Console MCP Server

Connects AI assistants to Google Search Console data for SEO analysis, including search analytics, URL inspection, sitemaps, indexing, and opportunity detection.

JSON MCP Boilerplate

A starter template for building MCP (Model Context Protocol) servers with TypeScript support. Provides a clean foundation with example tools, resources, and prompts for creating custom integrations with Claude, Cursor, or other MCP-compatible AI assistants.

ellmos-clatcher-mcp

Utility-first MCP server that extends Claude Code with file-maintenance capabilities beyond built-in tools. Supports encoding repair, format conversion, duplicate detection, batch renaming, and archive utilities.

PostgreSQL MCP Server (Model Context Protocol)

Máy chủ MCP dựa trên FastMCP để điều khiển Postgres

ai-runtime-guard

ai-runtime-guard is an MCP server that sits between your AI agent and your system, enforcing a policy layer before any file or shell action takes effect. No retraining, no prompt engineering, no changes to your agent or workflow, just install, configure once, and your agent operates within the boundaries you set.

MCP Console Automation Server

Enables AI assistants to fully interact with console applications, monitor output, detect errors, and automate terminal workflows across multiple sessions. Similar to how Playwright works for web browsers but for command-line interfaces.

MCP Python Refactoring

Analyzes Python code and provides guided refactoring suggestions without automatically modifying code.

mining-rights-daily-agent

Generates structured Chinese Markdown briefs on mining topics by orchestrating three MCP tools for news, resource data, and price information.

Gold Standard Apology MCP

Provides guidelines for writing proper apologies based on the situation, relationship, and severity. Returns structured prompts that help LLMs generate sincere and appropriate apology letters in Korean.

aiplayer-mc-bot MCP Server

Enables natural language control of a Minecraft bot, allowing it to execute tasks like mining, exploring, and item management via AI-powered commands.

MANIT ERP MCP Server

Simple MCP server that exposes a tool to fetch student result/CGPA data from MANIT ERP APIs.

negative-results-mcp

Negative results intelligence for drug discovery: inactive compounds, failed selectivity panels, terminated clinical trials, failed CRISPR screens, antibody developability failures, and more — each result carrying full provenance (source database, DOI/PMID, license)

For Five Coffee MCP Server

Enables AI assistants to fetch, search, and organize menu information from For Five Coffee café. Provides access to complete menu data, category filtering, and item search capabilities through both MCP and REST API interfaces.

mcp-taskflow

A local MCP server that gives AI agents structured task planning, execution tracking, and guided research workflows.

AWS MCP Gateway

A minimal, security-focused MCP gateway for connecting ChatGPT to AWS account data through explicit, read-only tools.

UI Perception Engine

Enables AI agents to perceive and interact with web interfaces by extracting a unified UI Scene Graph from live URLs, providing tools for navigation, element detection, visual analysis, and state tracking.

Accessibility MCP Server

Provides comprehensive accessibility auditing tools for websites using axe-core, Lighthouse CLI, and WAVE API. Returns deterministic, WCAG-mapped results with selectors and DOM context for remediation.

log-query-mcp

MCP server that exposes Discord and Twitch/Chatty chat log query tools to Claude Code, enabling searching messages, channel stats, user messages, and events from chat logs.

FreeCrawl MCP Server

Enables web scraping and document processing with JavaScript execution, anti-detection measures, batch processing, and structured data extraction. Supports multiple formats including markdown, HTML, screenshots, and handles PDFs with OCR capabilities.

Alibaba Cloud RDS OpenAPI MCP Server (Q CLI Adapted)

MCP server for RDS Services via OPENAPI, optimized for Amazon Q Developer CLI integration.

Tradecraft MCP

An OSINT tradecraft toolkit MCP server offering 31 tools for domain reconnaissance, email/identity research, threat intelligence, and web/social media analysis, plus 12 guided investigation prompt templates.

@margint-ai/mcp

Enables querying Margint per-customer AI margins and costs from MCP clients. Provides tools to list customers, drill into costs, check budgets, and view workspace-wide cost breakdowns.

jpzip MCP server

Enables to look up Japanese postal codes, convert zipcodes to addresses, search addresses by query, and list cities in a prefecture using the jpzip dataset.

Lofty MCP Server

Enables AI agents to interact with Lofty CRM via natural language, providing 120 tools across 22 modules for full API coverage.

MCP FactorialHR

A comprehensive MCP server that provides AI assistants with full access to FactorialHR to manage employees, teams, time off, projects, training, recruiting, and more, all with built-in safety guardrails.

Attio MCP Server

Enables AI assistants to interact with Attio CRM through natural language, providing complete access to companies, people, deals, tasks, lists, notes, and records with advanced search, batch operations, and relationship management.

mcp-mempool-space

MCP server for Bitcoin block explorer and mempool/fee statistics, providing tools to query fees, mempool stats, blocks, transactions, addresses, hashrate, and mining pools.