Discover Awesome MCP Servers

numproof

MCP server for deterministic numeric verification and spreadsheet auditing. Enables AI agents to verify math/finance claims, audit rows, and evaluate covenant rules with signed, independently checkable receipts.

learn-mcp-agent-ledger

An MCP server demonstrating sampling, where the server asks the host to run model calls, with a spend gate that estimates costs and refuses over-budget calls.

@quackai/q402-mcp

MCP server for gasless USDC, USDT, RLUSD, and USDG payments across 12 EVM chains via EIP-7702, enabling quote, route, and settle stablecoin payments from any MCP client.

Instagram Relationship MCP

An MCP server that determines which Instagram accounts you follow that do not follow you back, using a dedicated authenticated browser profile and caching derived results locally.

Tekla MCP Server

Enables AI-driven interaction with Tekla Structures through natural language commands, allowing users to select elements, insert components, and automate modeling workflows.

Figma MCP Tool

Enables interaction with Figma designs through the Figma API, allowing users to export images in multiple formats, extract style data and CSS, analyze design elements, and retrieve SVG code from Figma files. Supports batch operations and comprehensive design element analysis including images, vectors, and components.

pure.md MCP Server

Enables AI assistants to reliably fetch web content as markdown and search the web by bypassing bot detection and rendering JavaScript. Provides tools to unblock URLs and search the web with results converted to markdown format.

ethereum-tools

一个全面的工具包，用于在 Claude AI 中进行以太坊区块链分析，支持合约审计、钱包分析、盈利能力追踪和链上数据检索。

MCP Surface Lint

Static checks over an MCP tool surface to find where a caller could do the wrong thing and get no error back.

Packet Tracer Visual MCP

Enables automation of Cisco Packet Tracer simulations by placing devices, connecting links, and generating IOS configurations via MCP, ideal for network coursework and demonstrations.

AppLaunchFlow MCP

MCP server for AppLaunchFlow to create App Store and Google Play screenshots with AI.

Linear MCP Server

Enables AI agents to search, create, update, and manage Linear issues through natural language, with support for teams, workflows, and comments.

mcp-protein-atlas

Enables querying the Human Protein Atlas data using natural language or direct MCP tools, with keyless access via the Pipeworx gateway.

Shared MCP Gateway

Aggregates multiple shared MCP servers into a single HTTP gateway, providing a unified, observable, and reusable MCP access layer for multiple AI clients like Codex, OpenCode, and OpenClaw. It centralizes configuration management, logging, health checks, and circuit breaking to simplify multi-client MCP deployments.

stackchan-relay

MCP server that enables controlling a StackChan robot via tools like speak, emote, and move head, with a relay service for ESP32 long polling.

Debeka MCP Server

Automates Debeka insurance claim submissions by filling forms, uploading PDF documents, and submitting via Playwright.

Rabobank Demo MCP Server

Demonstrates how to expose approved internal banking tools to AI assistants via MCP, enabling secure lookups of account balances, customer names, branch details, and live exchange rate conversions.

MCP Server TypeScript Starter

一个使用 TypeScript 创建模型上下文协议 (MCP) 服务器的起始模板

Ryft MCP

A Model Context Protocol server that enables interaction with the Ryft API to manage financial resources such as payment sessions, customers, and subscriptions. It supports comprehensive operations including payouts, disputes, and account-scoped requests through a secure stdio interface.

AntSwordMCP

Exposes AntSword (蚁剑) shell management capabilities as an MCP server via SSE, enabling AI clients to execute commands, manage files, databases, and shells.

Fida

A local-first redacting MCP gateway that strips secrets from file reads and shell output before they reach an AI coding agent's context, the command still runs with the real credential, but the model never sees it.

Weather MCP Server

Retrieves current weather information for any location using the OpenWeatherMap API with configurable temperature units (Celsius or Fahrenheit).

Paper Scout MCP Server

Enables reviewing and managing AI research paper candidates from arXiv, Semantic Scholar, and Hugging Face Daily Papers, scored against personal interests, via MCP tools in Claude Desktop or Cowork.

token4u-mcp

Enables AI agents to call LLM APIs via x402 micropayments in USDC on Base network, manage a local wallet, and query consumption records.

MCP VTEX Server

Enables complete VTEX e-commerce platform integration through natural language, allowing management of catalog, inventory, pricing, promotions, orders, marketplace operations, checkout, customer data, and payment configurations via AI conversations.

sumo-mcp

Integrates SUMO traffic simulation with the Model Context Protocol for autonomous driving applications, enabling simulation environment interaction and model context management.

RAG MCP Server with Streamable HTTP

Enables hybrid search (BM25 + semantic with RRF) over documentation, with Thai language support. It exposes MCP tools for adding documents and searching via Qdrant and Ollama/OpenAI, using a stateless Streamable HTTP transport.

code-intel

Provides semantic code search and code insights via a knowledge graph, enabling AI to understand, navigate, and modify complex projects with deep dependency and architecture analysis.