发现优秀的 MCP 服务器

Valjs

一个用于 Valtown 封装器的 MCP 服务器 (糟糕的描述)

spar-agent

Enables developers to compare their code predictions against AI-generated implementations, log misconceptions, and receive spaced-repetition learning feedback to guide their understanding of gaps.

@pipeworx/congressional-documents

Full-text search and retrieval over official congressional documents (hearings, committee reports, Congressional Record) with citations and govinfo.gov links, designed for grounding AI answers in the official record.

Weather MCP Server

Enables asking natural language weather questions; an LLM agent selects the appropriate live weather API tool and returns an HTML-formatted answer.

MCP DevTools Server

An MCP server that standardizes and binds development tool patterns, enabling AI assistants like Claude Code to generate code more efficiently with fewer errors and better autocorrection.

cork-defi

Enables interaction with the Cork DeFi protocol for reading live chain state, computing bit-exact math, building unsigned bundles and orders, and managing markets, all without signing or broadcasting.

Gmail Guardian

Enables intelligent Gmail management, including email triage, newsletter classification, promotional email cleanup, summarization, filter suggestions, draft replies, and audit logging.

Vaulted MCP Server

Share encrypted, self-destructing secrets from your AI agent. Zero-knowledge E2E encryption. Agent-blind input sources (env:, file:, dotenv:) keep secrets out of LLM context.

MCPGate

A governed MCP server with OAuth 2.1 + PKCE, declarative tool scoping, row-level data filters, per-identity rate limits, and a tamper-evident audit trail.

EDS Block Analyser MCP Server

Provides UI architecture analysis for converting Figma designs or web pages into reusable UI code blocks with effort estimation in CSV format.

GhostDesk

A virtual Linux desktop as an MCP server, shipped in Docker. Agents drive screen, mouse, keyboard across any GUI — browsers, IDEs, office suites, Wine/Windows apps, legacy software — many in parallel.

embedded-serial-mcp

A professional MCP server for serial port communication, enabling AI assistants to list, connect, send/receive data, and manage serial connections with embedded systems, IoT devices, and hardware debugging hardware.

tiktok-ads-mcp

Provides read-only access to TikTok advertising data, including campaigns, ad groups, ads, and performance reports through the TikTok Business API.

package-intel-mcp

Provides npm/PyPI package intelligence including health scores, vulnerabilities, dependency graphs, and download counts via an MCP server, with optional pay-per-call access over x402 for advanced health and batch endpoints.

memtree

Collects session JSONL from Codex and Claude Code into local SQLite memory, exposed through MCP with tools for memory context, search, get, put, forget, sleep, and status.

uploop-vided MCP Server

AI-native video composition and VFX engine that exposes its capabilities as MCP tools, enabling AI agents to act as directors and create videos programmatically.

imessage-mcp

Connects Claude Desktop to iMessage on macOS, enabling reading conversations, searching messages, sending texts, and managing attachments.

KDB MCP Service

Enables AI agents to interact with KDB+ databases through standardized MCP tools, supporting full CRUD operations, schema introspection, and multi-database connections with connection pooling for efficient time-series and financial data management.

WorkerLane MCP Server

Enables any MCP-compatible agent to manage coworker agents with task queues, human approvals, schema-validated handoffs, memory, and trace logging, with local-first storage in ~/.workerlane.

notlai-mcp

Enables access to Notlai notes from Claude Desktop via the Model Context Protocol, supporting login, authentication management, and note operations.

Weather MCP Server

Enables LLMs to retrieve 24-hour weather forecasts and city information through natural language queries using city names or coordinates.

mcp-hub

An extensible MCP hub that exposes internal services (chat, observability, RAG) as namespaced tools via FastMCP, with OpenAPI auto-generation, auth, and resilient error handling.

boardroom-mcp

Multi-advisor debate, institutional memory, trust scoring, and cognitive governance for AI agents, all running locally.

Meet MCP Server

Provides access to Google Meet API for retrieving meeting data, transcripts, and recordings. Enables polling for new transcripts, background watcher notifications, and integration with Google Calendar events.

Apple Doc MCP

A Model Context Protocol server that provides AI coding assistants with direct access to Apple's Developer Documentation, enabling seamless lookup of frameworks, symbols, and detailed API references.

sevdesk-mcp

Enables interaction with the sevDesk accounting API for managing contacts, invoices, credit notes, orders, vouchers, transactions, and parts.

MCP Agent Platform

A modular platform that enables LLM agents to discover, register, and execute both local tools and tools from external MCP servers, with REST APIs for server management and Streamable HTTP support.

Skills MCP Server

Exposes 1,334 skills as global MCP tools across Claude Desktop, VSCode, and Cursor, automatically discovering and categorizing skills from a local directory into 18 categories with semantic search capabilities.

Godot MCP

151 MCP tools for AI to control the Godot 4 editor and running game, covering scene editing, scripting, signals, physics, particles, animation, and more.