Discover Awesome MCP Servers

ops-copilot-mcp

A self-hosted MCP server providing a governed interface for AI agents to interact with local Docker infrastructure, featuring a two-phase confirm protocol for state-changing operations and append-only audit logging.

fvi-mcp

MCP server for FreeVectorIcons design collections, enabling agents to search and fetch approved icons and assets instead of generating SVG from scratch.

github-mcp-lite

A minimal MCP server that enables creating GitHub repositories, committing files, and publishing releases using just a personal access token, without Docker or local Git.

Receita Federal: Agenda Tributária MCP

MCP server for consulting the Brazilian Federal Revenue tax calendar (Agenda Tributária) from the official source. Provides a read-only tool to query tax schedule information via natural language in any MCP-compatible client.

cypress-mcp

MCP server that connects Claude to Cypress test runner, enabling reading spec files and inspecting test results including command logs, errors, and DOM snapshots.

Vector Memory MCP Server

Adds persistent long-term memory to GitHub Copilot CLI via local semantic vector search, enabling Copilot to recall past conversations and code decisions across sessions.

nuclei-mcp

A scoped Nuclei MCP server that only scans targets from HackerOne scope snapshots, enforcing exact, wildcard, and fuzzy matches before running scans.

metacode-sci

Provides read-only, offline MCP tools to find papers' own code, method chains, and evidence boundaries from a curated knowledge bundle, without executing candidate code or contacting the network.

mcp-architect

Stop pasting your file tree into Claude. Give any AI assistant real architectural understanding of a codebase — local, private, zero‑config.

SmoothSend MCP Server

Enables AI assistants to help developers integrate gasless transactions on the Aptos blockchain by providing access to documentation, code snippets, and transaction cost estimation. It facilitates interaction with the SmoothSend SDK and API through MCP-compatible tools like Cursor and Claude.

ArXiv MCP Server

Enables AI assistants to search, download, and read arXiv papers, with automatic detection of open-source code repositories and support for both LaTeX and PDF content.

script-runner

Remote MCP server that launches user-supplied scripts inside disposable Docker containers, returning task IDs for async tracking and bounded output tails.

ssap-mcp

An MCP server that automates the SSAP2010 slope stability analysis program, allowing AI assistants to create models, select calculation methods, run verifications, and read the factor of safety results.

volthq-mcp-server

Compute price oracle for AI agents. Compare inference pricing across OpenAI, Anthropic, and DePIN providers like Hyperbolic. Get routing recommendations that save up to 80% on compute costs.

Unity-MCP

一个连接 Unity 和 AI 助手的桥梁，它通过一个标准化的接口，使 AI 能够与 Unity 游戏环境进行交互，从而实现代码执行、场景分析和运行时调试。

tribunal_trt8_ceat-mcp

MCP server for consulting the Electronic Certificate of Labor Actions (CEAT) from TRT8, providing read-only access to labor lawsuit certificates.

MatMCP

Enables AI assistants to interact with Mathem.se, a Swedish online grocery store, allowing users to search for ingredients, add items to their shopping basket, and manage recipes through natural language.

World Bank Procurement MCP Server

Enables searching and fetching World Bank procurement notices using the public API. Supports filtering by country, sector, and notice type, and retrieving full details by ID.

macOS Mail MCP

Discovers and reads mail accounts configured in Apple Mail via macOS automation, allowing MCP clients to access email without storing passwords.

Vibgrate AI Context

Local-first MCP server that gives AI assistants codebase intelligence—code graph, drift analysis, vulnerability attribution, and version-correct library docs—all from the user's machine.

play-store-mcp

Enables to interact with Google Play Console, allowing release management, app vitals monitoring, and APK/AAB deployment via a service account.

surfline-mcp

A minimal Python MCP server that provides surf forecasts for a single Surfline spot. It fetches both conditions and rating data through the get_surf_forecast tool.

pm-agent

An MCP server that gives Claude the tools to help a product manager make sprint decisions grounded in real data.

loop-mcp

Enables reading, listing, creating, and editing Microsoft Loop pages as Markdown through browser automation.

Keap MCP Server

Complete Model Context Protocol server for Keap (formerly Infusionsoft) with 111 tools and 22 React apps.

membank

LLM memory management system that stores corrections, preferences, decisions, and learnings in a local SQLite database with semantic search, exposed as an MCP server for automatic memory read/write by any MCP-compatible LLM harness.

MCP-FinTechCo

Provides real-time weather data for cities worldwide using the Open-Meteo API, with planned expansion into financial technology tools including market data, stock prices, and economic indicators.

KIS MCP Server

Enables Claude to trade Korean and overseas stocks, check balances, and search stock information through the Korea Investment & Securities Open API.

prismix-status-mcp

Enables checking real-time operational status of 75+ AI services (OpenAI, Anthropic, Cursor, etc.) through tools like check_ai_status and list_ai_services.