发现优秀的 MCP 服务器

BigContext MCP

Enables working with large documents of any size by intelligently segmenting them and using TF-IDF search to retrieve only relevant fragments, preventing context window saturation. Provides 31 domain-agnostic tools for document ingestion, semantic analysis, epistemological validation, and extraction verification across formats like PDF, EPUB, and HTML.

Financial Datasets MCP Server

Provides access to comprehensive financial data including income statements, balance sheets, cash flow statements, stock prices, company news, SEC filings, and cryptocurrency information with built-in financial ratio analysis.

Yandex Cloud MCP Server

MCP server for managing Yandex Cloud infrastructure including Compute VMs, Object Storage, Serverless Functions, and Operations.

Crypto MCP Server

Provides real-time and historical cryptocurrency market data using ccxt, enabling price tracking and alerts through the Model Context Protocol.

Second Brain MCP

A semantic search MCP server for codebases that uses OpenAI embeddings to understand natural language queries and find relevant code.

Advanced MCP Server

Provides AI coding agents with a secure, sandboxed environment for executing coding tasks including file operations, command execution, and testing. Features session management, policy enforcement, and Docker-based sandboxing for safe code execution and development workflows.

ai-bridge

Enables terminal AI coding assistants to interact with web AI chat services through browser automation, supporting multiple platforms like Doubao and ChatGPT.

vault-graph-mcp

Enables AI agents to explore and analyze a markdown vault as a traversable knowledge graph, with tools for searching, traversing, and finding implicit semantic connections between notes.

rubyhash-mcp

Enables comparing Ruby hash literals and converting Ruby hashes to JSON with deterministic diff reports, running locally for privacy.

smartbill-mcp

An MCP server for the SmartBill Cloud API. It lets an MCP client issue and manage Romanian invoices, proformas and payments, download document PDFs, and read VAT rates, series and stock levels.

memory-bank-mcp-mongodb

MCP server for MongoDB-powered memory bank management with multi-project isolation, version control, and real-time statistics.

Miftah

A local MCP auth wrapper and credential broker for multi-account workflows, enabling profile switching, secret injection, and policy enforcement for upstream MCP servers.

sentry-self-hosted-mcp

MCP server for integrating self-hosted Sentry with AI assistants, enabling project and issue listing, issue details with stack traces, and event retrieval.

Perforce Agentic Gateway

A local MCP gateway that allows AI clients to manage and interact with multiple MCP servers through a single connection, providing token-efficient access to tools and resources.

Phala Network MCP Server

Enables interaction with Phala Network's confidential computing infrastructure, including TEE worker management, AI agent deployment in secure enclaves, and blockchain operations.

db-mcp

Enables LLM agents to query databases with read-only access, while requiring human approval for writes through a token-based confirmation system.

OpenBudget MCP Server

Enables AI assistants to access and manage personal financial data from US institutions and manual entries, including transactions, balances, liabilities, and investments.

Bitcoin SV MCP Server

A collection of Bitcoin SV tools for the Model Context Protocol that enables AI assistants to interact with the BSV blockchain through wallet operations, ordinals (NFTs), and various blockchain utilities.

Dependency Tracer MCP Server

Maps function and component dependencies in Haskell and ReScript codebases, providing LLMs with a real dependency graph for accurate test generation and change-impact analysis.

mcp-south-africa-tenders

Enables AI agents to query South Africa government tender data from National Treasury eTenders via a keyless MCP gateway.

Search-Apple-Docs

Access Apple's official developer documentation, frameworks, APIs, and WWDC videos through the Model Context Protocol (MCP), support AI driven natural language queries, and provide Swift/Objective-C code examples and technical guidelines.

WinCommander

Turns any Windows device into a remotely controllable MCP toolset, allowing a mobile AI agent to execute CLI, GUI, browser, and system commands on Windows without an API key.

lab-modbus-mcp

MCP server for Modbus RTU/TCP instrument control, enabling query and write operations on Modbus registers through a standardized interface, supporting both standalone use and integration with lab-executor.

Image Generation MCP Server

镜子 (jìng zi)

Telegram MCP Server

Enables AI assistants to interact with users via Telegram to request decisions, approvals, or specific input through text and clickable buttons. This facilitates a human-in-the-loop workflow where the AI can pause for feedback or send status notifications during long-running tasks.

FastPospal

FastPospal is a Python SDK and MCP server for the PosPal Web backend, enabling AI agents to manage products, members, inventory, and logistics through natural language commands.

compliance-aiops

Converts audit trails from AIops agents into framework-mapped, tamper-evident compliance evidence bundles for HIPAA, PCI-DSS, SOC 2, and GDPR.

mcp-google-tasks

Enables AI assistants to manage Google Tasks (list, create, complete, delete tasks) through the Model Context Protocol.

mcp-vision-image-fadhli

MCP server for image analysis using Gemini API. It enables analyzing images from local paths or URLs, and provides usage statistics.

Claude Figma MCP

一个模型上下文协议（MCP）服务器，使 Claude 能够通过 Figma 插件或直接通过 Figma API 在 Figma 中创建和操作设计。