发现优秀的 MCP 服务器

framebench MCP server

Estimates FPS ranges for games on any GPU or Apple Silicon, identifies the limiting component, and provides settings levers to improve performance.

logic-analyzer-mcp

AI-driven USB logic analyzer control via FastMCP. Captures digital traces, decodes UART/I2C/SPI, and exports VCD for PulseView, supporting sigrok hardware and built-in simulator.

Remote MCP Server Authless

A deployable MCP server on Cloudflare Workers that doesn't require authentication, allowing users to create and use custom AI tools through the Model Context Protocol.

Deepy MCP Server

Thin MCP server that enables AI agents to generate video, image, and audio content via the Deepy API using a personal API key, with safe generation flow and no business logic.

@ibarcarty/mcp-server-google-drive

An MCP server for managing Google Drive, Docs, Sheets, and Slides with full read/write operations, rich markdown formatting, and 27 tools for file and permission management.

Dynalist MCP Server

Enables Claude and other AI assistants to read, write, and manipulate Dynalist.io documents programmatically, including operations like searching, editing nodes, bulk importing from markdown, and managing document structure.

CountryCallingCodes

Read-only MCP server and JSON API for international country calling codes, ISO country codes, E.164 dial codes, regions, trunk prefixes, and NANP area codes.

MCP Simple Server

A minimal reference implementation of an MCP server with two basic math tools (add and multiply), designed as a starting point for learning MCP protocol and deploying remote servers to cloud platforms.

XRPL Agent Wallet MCP

Provides secure, policy-controlled wallet infrastructure for AI agents to autonomously manage XRP Ledger wallets and sign transactions. It features a tiered security model with encrypted key storage, a declarative policy engine, and full audit trails for compliance.

MCP App with Authentication

This MCP server implements a secure OAuth 2.1 authorization server with Google login, enabling authenticated tool execution and a user interface for MCP applications.

Decision Tree MCP Server

一个 Node.js MCP 服务器，它从 .rtdq 文件加载和管理决策树，并使用 Redis 作为存储提供基本的待办事项列表功能。

SpecLinter MCP

An AI-powered tool that transforms natural language specifications into structured, actionable development tasks with quality grading and Gherkin test scenarios. It also features semantic similarity detection to prevent duplicate work and validates implementations against original requirements.

heartbeat-mcpl

Periodically sends heartbeat events to wake Connectome agents for self-check-in, with configurable interval and management tools.

PromptQL MCP Server

用于 Hasura PromptQL 的模型上下文协议 (MCP) 服务器

KFabric

KFabric is a platform for building traceable and weighted documentary corpora from heterogeneous sources, prioritizing data quality before RAG implementation. It provides tools for document discovery, scoring, and fragment synthesis via an MCP server to prepare high-quality indexable artifacts.

mcp-video-vision

MCP server that enables video analysis capabilities to Claude, including frame extraction, scene detection, and video metadata retrieval.

Confluence Knowledge Base MCP Server

Turns Confluence documentation into an AI-powered knowledge base, enabling natural language questions about your systems with answers retrieved from your actual documentation through semantic search.

ffmpeg-mcp

An MCP server that provides 17 FFmpeg-based tools for video and audio processing, including conversion, compression, and editing. It enables AI assistants to perform complex media tasks like extracting audio, adding watermarks, and merging videos using natural language.

Ghost CMS MCP Server

Enables comprehensive automation and management of Ghost CMS blogs through AI assistants, supporting full CRUD operations for posts, pages, members, media uploads, and bulk content management with enterprise-grade security and performance features.

BlenderMCP

Connects Blender to local LLMs through MCP, enabling AI-assisted 3D modeling, scene creation, and manipulation.

Trafilatura MCP Server

Enables web scraping and content extraction from URLs using the Trafilatura library. Extracts main text content and metadata (title, author, date) from web pages with configurable options for comments and tables.

BYTE Protocol

Per-byte data marketplace for AI agents on Arbitrum. Discover publishers, evaluate on-chain Proof-of-Quality Score (PQS), subscribe + pay per request in USDC via the x402 gateway. 13 tools, no API keys, live testnet.

MCP Streamable HTTP Demo

Demonstrates an MCP server with calculate and text_stats tools over Streamable HTTP, integrating with LangChain/LangGraph and n8n agents.

Campus Life MCP Server

An MCP server that provides information about IIT Guwahati campus life using a RAG pipeline backed by Qdrant Cloud.

GCP MCP Server

Enables AI agents to manage Google Cloud Platform resources including projects, IAM, service accounts, and APIs directly through GCP REST APIs without requiring gcloud CLI or Terraform.

Mock Documentation MCP Server

Exposes a tool to retrieve mocked documentation records from a simulated database, supporting query and document ID lookup.

obch-top10-mcp

A unified service for Top-10 results of obch with MCP, REST API, and web interface.

GPT-5 Search MCP Server

Provides access to OpenAI's GPT-5 model with web search and advanced reasoning capabilities, enabling AI-powered search and analysis through MCP tools.

Fathom Video MCP Server

Provides access to Fathom meeting recordings, enabling users to list meetings with filters, retrieve AI-generated summaries, and access full transcripts with speaker attribution and timestamps.

MCP OCR Server

High-performance OCR server using native Tesseract (C++) for text extraction from images, integrable with ChatGPT Desktop and other MCP clients.