发现优秀的 MCP 服务器

FreeRTOS Embedded Development MCP

Enables automated generation of FreeRTOS embedded projects for chips like BK7252, STM32F4, and ESP32. Provides intelligent project structure creation, peripheral driver code generation, and complete embedded development workflows through natural language interaction.

k12-lesson-toolkit-standards-server

MCP standards server that grounds K-12 lesson plans by providing tools to look up standards, progressions, curriculum, misconceptions, and learning components from open educational data.

vedic-muhurta-mcp

Enables AI agents to find auspicious windows for launches, travel, weddings, purchases, publications, and other events using Vedic electional astrology, and to retrieve panchanga, planetary hours, and Rahu Kala.

zombie-killer

Scans bank statements for zombie subscriptions and drafts cancellation, renegotiation, or data deletion letters.

Garmin Coach MCP

Connects Claude to Garmin Connect data for personalized running coaching, including morning readiness checks, post-run analysis, weekly reviews, and goal tracking.

xhelio-cdaweb

NASA CDAWeb data access for heliophysics — browse observatories, inspect parameters, fetch CDF data.

brmarket-mcp

MCP server for Brazilian marketplace product search across Mercado Livre, Shopee, and AliExpress, with automatic x402 micropayments.

Ghidra MCP Server

使大型语言模型 (LLMs) 能够在无头模式下使用 Ghidra 进行二进制分析，从二进制文件中提取函数、伪代码、结构体和枚举，以进行交互式逆向工程。

linkding-mcp

A Model Context Protocol (MCP) server for managing bookmarks and tags in linkding, a self-hosted bookmark manager.

quantum-mcp-server

AI-powered MCP server for analyzing pinuy-binuy (urban renewal) real estate projects in Israel. Provides tools to evaluate building demolition/reconstruction projects, tenant rights, compensation calculations, and project feasibility.

grafana-mcp

An MCP server that gives Bob direct access to your Grafana instance — dashboards, datasources, queries, alerting rules, and more.

KARP Graph Lite

Provides Claude Desktop with persistent, structured memory and semantic search via a local SQLite knowledge graph, plus a web UI for visualization and management.

GitHub CLI MCP Server

An MCP server that wraps around the GitHub CLI tool, allowing AI assistants to interact with GitHub repositories through commands for pull requests, issues, and repository operations.

color-mcp-server

Provides color and design tools including palette generation, WCAG contrast checking, color conversion, gradients, color blindness simulation, and CSS variables, all without API keys.

MCP-SERVER-TEMPLATE

A TypeScript-based starter template for building Model Context Protocol servers that enables AI assistants to dynamically call tools, interpret prompts, and manage resources through modular architecture with support for multiple transport methods.

FS Context MCP Server

A secure, read-only MCP server that enables filesystem scanning, searching with glob patterns and regex, file reading, and batch operations with comprehensive path validation and security protections.

Google Ads MCP Server

Enables comprehensive management of Google Ads accounts by allowing users to create campaigns, manage keywords, and generate performance reports through a context-aware interface. It features a three-layer architecture that integrates product knowledge and historical campaign data to support intelligent decision-making.

Bit Monk Signal

Market-timing bottom/top signals for ten markets — crypto, US/Korea/China/Hong Kong stocks, commodities, FX, inflation and Seoul/Dubai property — returning a verdict and a -100..+100 score per symbol plus market-wide bottom/top scans. Ships a stdio proxy to the ten remote Streamable HTTP endpoints; the free pitch tool introduces each market's catalog.

SEFAZ PI: IPVA MCP Server

Enables users to query Piauí state IPVA (vehicle tax) information from the official SEFAZ PI source through a single read-only tool, working with any MCP-compatible client.

code-guardian

An MCP server that provides code quality checks for AI coding assistants, including file size limits, ESLint, architecture compliance, anti-pattern scanning, and comment compliance.

tailscale-mcp-echo

An identity-aware MCP server that runs inside a Tailscale tailnet, using Tailscale's identity headers to provide user-specific functionality such as greeting the logged-in user by email.

aa-mcp-server

An MCP server that gives Claude (or any MCP-compatible LLM) read-only access to your American Airlines AAdvantage account — mile balance, Loyalty Points progress, transaction history, upcoming trips, travel credits, and partner offers.

mcp-buchhaltungsbutler

MCP server exposing BuchhaltungsButler API tools for accounting, invoicing, and receipt management with curated, token-efficient endpoints.

email-verify

Enables real-time email verification via MCP tools, checking syntax, MX, disposable domains, and optional SMTP probe to determine deliverability with a VALID/RISKY/INVALID verdict.

Cloudera Hive MCP Server

Enables LLM agents to query and explore Cloudera Hive virtual warehouses through tools like list_databases, list_tables, describe_table, get_table_sample, and execute_query with read-only safety.

Salesforce MCP Server

Enables interaction with Salesforce orgs to perform operations like querying data with SOQL, managing records, and executing Apex code. It provides configurable access levels and support for both standard and Tooling APIs via natural language interfaces.

Eve Memory

Eve is an agentic memory service across agents & AI tools. All agents share one memory , preferences and rules. https://evemem.com

VibeSEO

Connect Claude, ChatGPT, Cursor, VS Code, or a CLI client to VibeSEO. Then ask for keyword research, audits, backlinks, Search Console trends, and content workflow actions in natural language.

RedNote-MCP 🚀

🚀用于访问 RedNote（小红书，xhs）的 MCP 服务器。

MCP File Manager

A full-stack web application that allows users to upload, view, edit, and delete files and folders in a specified workspace, with protection for binary files.