发现优秀的 MCP 服务器

CoreMemory-MCP

Provides a local, persistent long-term memory service for MCP-compatible AI agents, enabling them to store, search, and recall information across sessions.

Snowflake MCP Server (Read-Only)

Enables read-only interaction with Snowflake databases through SQL queries, schema exploration, and data insight tracking. Provides tools to query data, list databases/schemas/tables, describe table structures, and maintain a memo of discovered insights.

Kalshi MCP Server

FastMCP server for Kalshi's Trade API, enabling interaction with prediction markets, portfolio management, orders, and historical data.

@theyahia/tkassa-mcp

MCP server for T-Kassa (T-Bank/Tinkoff) payment API. Provides 16 tools for payments, refunds, recurring charges, customer management, saved cards, SBP, receipts, and T-Invest portfolio.

Enhanced PubMed MCP Server

A Node.js implementation that provides tools for advanced PubMed searching, including full abstract retrieval and PMC full-text search within open access articles. It features SQLite-backed search history and allows users to filter results by MeSH terms and specific publication dates.

MCP AI Gateway

Enables AI assistants to intelligently select and switch between different AI models (OpenAI, Anthropic, etc.) within the same conversation based on task requirements. Provides a unified interface for accessing multiple AI providers through a single MCP tool.

0rca Dojo MCP Server

Enables AI agents to browse, match, and hire agents from the 0rca Swarm Dojo marketplace, including task creation and result retrieval.

Yuque MCP Server

Enables searching and retrieving detailed document content from the Yuque platform through its API. It allows AI models to search for documentation and knowledge bases by keywords and access specific document details.

fix-my-comments-mcp

MCP server that exposes code review tasks from the Fix My Comments VS Code extension to AI agents, enabling them to list, retrieve, reply to, and update task statuses.

agent-checkpoint-mcp

A local MCP server that saves work-in-progress checkpoints to SQLite, enabling AI agents to resume interrupted sessions without redoing work.

todo-mcp

A simple, powerful Todo list manager for Claude Desktop and other MCP-compatible AI assistants. Organize your tasks across different projects with priorities and never lose track of what needs to be done!

Yandex AI Studio MCP Server

MCP server for interacting with Yandex Cloud AI Studio, enabling chat, text generation, image generation, speech recognition/synthesis, embeddings, classification, search indexes, and AI agent creation with function calling.

FathomBridge

Connects AI tools to Fathom meeting transcripts, summaries, and action items via a single API key.

cerase-media MCP

Provides multimodal understanding tools including OCR, image description, audio transcription, UI screenshot analysis, and screenshot comparison via async tools on a multimodal endpoint.

mcp-taiho-toyota-bearing-catalogue

Authoritative Taiho Toyota Bearing Catalogue MCP server. Provides high-fidelity technical specs for Toyota engine bearings, monetized via X402. Optimized for automotive AI agents and procurement systems.

desktop-calendar-tauri

MCP server for a desktop calendar that allows AI agents to manage events, check schedules, and avoid conflicts via standard MCP tools.

Alibaba Cloud Operations MCP Server

An MCP server for Amazon Q CLI that supports operations on Alibaba Cloud services including ECS, VPC, RDS, OSS, CloudMonitor, and OOS.

AWS SSO MCP Server

用于 AWS 单点登录 (SSO) 的 Node.js/TypeScript MCP 服务器。使 AI 系统（LLM）能够使用工具来启动 SSO 登录（设备授权流程）、列出账户/角色，并使用临时凭证安全地执行 AWS CLI 命令。简化 AI 与 AWS 资源的交互。

Google OR-Tools server

MCP-ORTools 通过 MCP 将 Google 的 OR-Tools 约束编程求解器与大型语言模型集成，使 AI 模型能够： * 提交和验证约束模型 * 设置模型参数 * 求解约束满足和优化问题 * 检索和分析解决方案

Privy MCP Server

Enables AI agents to create wallets, sign transactions, and manage blockchain operations across multiple chains like Ethereum, Solana, and more via Privy.

pAIchart

AI-native service orchestration platform. Discover MCP services by capability, chain multi-service-workflows at runtime, and authenticate per-user via JWKS/External OAuth. A single pAIchart MCP server needs only 10 tools to access hundreds of registered local or network MCP servers solving the context issue individual MCP server tools impose. Enabled by pAIchart's service_call innovation.

Claude Talk to Figma MCP

Enables AI assistants like Claude Desktop to interact directly with Figma, allowing natural language commands to create, modify, and analyze designs including shapes, text, components, and layouts in real-time.

mcp-ssh

Enables AI assistants to run commands on remote SSH-accessible devices via persistent sessions, supporting both POSIX and CLI shells with safety filters.

Chess

An MCP server that provides chess FEN (Forsyth Edwards Notation) symbol validation and ASCII board visualization capabilities, which can be easily integrated into MCP compatible AI assistants.

MCP Spine

A local-first middleware proxy that proxies multiple MCP servers through a single entry with schema minification, semantic routing, security hardening, and state guard.

SRZ MCP Server WP

Enables AI clients to manage WordPress and WooCommerce sites with over 194 tools for content, users, security, performance, and e-commerce operations.

@runapi.ai/elevenlabs-mcp

Enables interaction with ElevenLabs AI models (audio isolation, speech-to-text, text-to-dialogue, sound effects, text-to-speech) through RunAPI, supporting task creation, status polling, and pricing checks.

LittleSis MCP

Provide access to the LittleSis API to track corporate power and accountability. Enable querying and exploring relationships and entities related to corporate influence. Facilitate integration of corporate data into LLM applications for enhanced context and insights.

Gemini API with MCP Tool Integration

从 MCP 服务器检索天气数据以提供自动预报的 AI 代理。 非常适合集成到天气相关应用程序中。