Discover Awesome MCP Servers

realestate-stats-mcp

MCP server for the Korea Real Estate Board (R-ONE) open API, enabling users to search and retrieve hundreds of real estate statistics tables including apartment sale/jeonse price indices, land price change rates, and transaction trends through generic tools.

Primate Intelligence

Real-time video intelligence

Shopify Storefront MCP Server

Provides access to the Shopify Storefront API via MCP, enabling AI assistants to query and interact with Shopify store data such as products, collections, carts, and customer information.

obsidian-vault-mcp

Manages feature documentation and bug tracking inside an Obsidian vault, organized by project, enabling project listing, feature doc writing, bug filing, status updates, and retrieval.

startup-oracle

Evaluates startup ideas with a humorous, brutal verdict, including number of pivots required, a funny comparable, and a realistic YC rejection reason.

waybill

A token accounting plugin for Claude Code that meters AI token usage, attributes costs to Jira stories, and generates evidence-backed reports for performance reviews and budget requests.

Solana Priority Fee Estimator

Provides Solana priority fee estimates at 6 levels for transactions, with pay-per-call micropayments via x402.

Inventory MCP Server

Manages inventory operations using Supabase/PostgreSQL database, enabling users to add, remove, check stock levels, and list inventory items across multiple locations.

mcp-mistral-queue

An MCP server that coordinates Mistral API calls across multiple processes/clients using a shared SQLite queue, enforcing automatic rate limiting and priority-based queuing.

nimbus

glama.json already carries one, so this may prefill

vault-recommender

Enables semantic recommendation for Obsidian vaults, allowing users to find related notes, forgotten knowledge, and missing connections through embedding similarity and wiki-link graph analysis.

db-legacy-migration-agent

MCP server that parses legacy relational database schemas (Oracle, DB2, MySQL, MSSQL) and transpiles them to PostgreSQL with generated Prisma schema and TypeScript query helpers.

Eos Fitting MCP Server

MCP server that wraps the Eos EVE Online fitting engine. Agents propose fit changes; this server applies them, recalculates, and returns a FitReport.

mcp-data-dc

Enables querying Washington DC open data from opendata.dc.gov and ArcGIS REST API through MCP.

Narrative MCP Server

Integrates with Narrative's Data Collaboration Platform, enabling AI assistants to search attributes, list datasets, manage access rules, and execute NQL queries via MCP tools and prompts.

bg-server-mcp-shell

MCP server for running long-running processes in PTY with real-time output streaming, enabling interactive dev servers, watch modes, and CLI tools.

Esquie

MCP server providing computation, encoding, and note-taking tools for AI-assisted reverse engineering, including Python scripting in a sandboxed Docker container.

ilma

Framework-agnostic MCP server for agent memory with Postgres + pgvector, enabling persistent memory, recall, and task management across sessions.

mqtt-mcp-server

Enables AI agents to query MQTT message history stored in SQLite, including topic inventories, last values, historical data, silent devices, and collector connection gaps. Supports publishing messages when write mode is enabled.

Google Drive MCP Server by CData

Google Drive MCP Server by CData

icloud-mcp

Enables Claude to interact with iCloud Calendar through CalDAV, allowing users to list, search, create, update, and delete calendar events using natural language.

fortigate-mcp

An MCP server that enables natural language management of FortiGate firewalls via the FortiOS REST API, offering 393 tools for system, policy, routing, VPN, and security configuration.

MCP Server Boilerplate

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

Perplexity MCP Server

一个 MCP 服务器，使 Claude 能够从 Perplexity API 请求带有引用的聊天补全。

Kratos MCP

Ultra-lean memory system for AI coding tools that stores project knowledge locally with SQLite and enables AI to remember your project across sessions.

sui-ops-bot-mcp

MCP server for managing developer escalations: turns Slack messages into tracked issues in Google Sheets, with tools to post messages, check status, get weekly reports, mark solved, and ping.

SQLite-Anet-MCP Server

SQLite-Anet-MCP 服务器：一个由 Rust 驱动的、速度极快的 SQLite 服务器，专为 AI 代理设计——使用 JSON-RPC 通信，存储洞察，像专业人士一样管理你的数据库。

windows-computer-use-mcp

An MCP server that gives AI agents human-like control over Windows via visual perception and simulated mouse and keyboard input, enabling automation of any application without APIs.

url-js-finder

MCP server that wraps URLFinder and JSFinder to extract URLs, JavaScript files, subdomains, and sensitive information from web pages, with support for batch scanning and deep crawling.

LocuSync Server

A geospatial MCP server that provides tools for geocoding, routing, elevation profiles, and spatial analysis. It enables AI agents to process GIS file formats like GeoJSON and Shapefiles while performing complex coordinate transformations and distance calculations.