Discover Awesome MCP Servers

Freshservice MCP Server

Enables AI models to interact with Freshservice IT service management platform, allowing automated ticket management, change requests, asset tracking, and solution article operations through natural language commands.

C++ MCP Server

An MCP server that provides semantic understanding of C++ codebases using libclang, allowing Claude to instantly find classes, functions, and their relationships without having to grep through thousands of files.

Python Weather MCP Server

Enables AI agents to fetch real-time weather data for any location using the OpenWeatherMap API. Demonstrates how to build a simple MCP server that exposes weather information as a tool for LLMs.

japan-real-estate-intel

| 地価トレンド予測 | 新宿区の5年後地価をAI予測。CAGR・投資シグナル付き | | 企業立地需要分析 | 名古屋市中区のオフィス・工場需要スコアを算出 | | ファミリー向け適性評価 | 横浜市西区の教育・安全・医療スコアを総合評価 | | ポートフォリオ最適化 | 東京・大阪・埼玉の3エリアに投資配分を最適化 | | What-If シナリオ分析 | 大阪市中央区で新駅開設シナリオを試算 | | 店舗出店適地評価 | 福岡市博多区の人流・商業施設・交通データで出店適性を判定 |

Sequential Thinking MCP Server

Facilitates structured, progressive thinking through defined cognitive stages (Problem Definition, Research, Analysis, Synthesis, Conclusion), enabling users to break down complex problems, track thought progression, and generate summaries of their thinking process.

Market Brief

Turn 40+ data sources into a daily Wall Street-style market briefing, delivered to your Telegram, automatically.

Firefly III MCP Server

Enables AI assistants to manage Firefly III personal finance accounts and transactions through the Model Context Protocol.

SuiAgentic

A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.

req-mcp-server

A Bun-based MCP server providing a persistent HTTP request toolset for testing and inspecting JSON APIs. It supports session-aware operations, including cookie persistence, automatic bearer token reuse, and configurable base URLs.

@cowork/mcp-server

Adds trust, handoffs, and accountability to any AI agent via 14 MCP tools implementing the COWORK Protocol.

Screeny MCP Server

A privacy-first macOS MCP server that enables AI agents to capture screenshots of pre-approved application windows for development and debugging tasks.

anchor-debug

Provides structured access to Solana Anchor error data, enabling AI coding agents to parse logs, debug transactions, and look up error codes.

CnosDB MCP Server

An MCP server that enables interacting with CnosDB databases through Claude, supporting SQL queries, database listing, table listing, and schema descriptions.

MariaDB Data Retrieval Server

An MCP server implementation that enables Claude to execute read-only queries against MariaDB databases and explore database schemas through natural language.

SiteVitals

Monitor website health, uptime, SEO, security and performance via your AI assistant.

agent1st-ads-mcp

MCP server that lets AI agents launch and manage Meta + TikTok ad campaigns autonomously. 1 call 30 seconds to launch.

RentHuman

Hire real humans in Russia for physical-world tasks — storefront photos, address checks, offline errands — directly from your AI agent. Payment in USDT.

OpenTimeStamps MCP Server

A Model Context Protocol (MCP) server that enables AI models to timestamp files and verify proofs on the Bitcoin blockchain using OpenTimeStamps.

youtube-research

Enables YouTube integration with Claude Code, including video search, metadata retrieval, transcript fetching, channel exploration, and trending videos.

Demo FastMCP Server

A minimal MCP server demo with tools for ping, addition, and fetching current UTC time.

Instagram MCP Server

An MCP server that integrates with Instagram's Graph API to enable AI-driven management of Instagram Business accounts. It provides tools for fetching profile data, publishing media, analyzing engagement metrics, and managing direct messages.

roam-mcp

MCP server for Roam Research that allows AI assistants like Claude to read and write to your Roam Research graphs. Supports OAuth authentication and multiple graph connections via Cloudflare Workers.

MCP Solana Internet: Direct SOL Payments for Content Access

Solana-based micropayment server using MCP. 💰 Facilitates direct SOL transfers for resource access control via a Flask API. 🔑 Returns solana-action: URIs for unsigned transactions, validated on-chain. ✅ Includes robust transaction checks, resource pricing, and basic access management. 🧪

engineer-your-data

Enables data engineers and BI professionals to perform data pipeline development, quality assurance, visualization, and API integration locally with AI assistance.

Source Map Parser MCP Server

Enables mapping JavaScript error stack traces back to original source code, extracting context information to help developers locate and fix issues.

munich-mensa-mcp

Remote MCP Server for listing and getting the menus of the official mensas in munich

memories-ai-mcp

Enables Claude Desktop to upload, transcribe, search, summarize, and chat with video content from TikTok, YouTube, and Instagram using the Memories.ai API.

MCSS MCP Server

Model Context Protocol server for MCSS (Minecraft Server Soft)