发现优秀的 MCP 服务器

ocp-mcp

An MCP server for managing multiple OpenShift Container Platform (OCP) clusters through AI assistants.

XMemo

XMemo is a secure, user-owned memory substrate and context engine for AI agents, CLIs, IDEs, and LLM workspaces. Exposed over Streamable HTTP MCP, it empowers agents with cross-session memory, task continuity, and personalized context. Key Features: * Personalized Context: Stores and recalls developer preferences, project guidelines, and coding patterns via semantic vector search. * Agent Daily Me

SudnoKontrol MCP

Enables searching Ukrainian national vessel registries by registration number, name, or owner, retrieving full vessel records, and querying registry statistics, all without an API key.

SpiderFoot MCP Server

Enables interaction with SpiderFoot OSINT reconnaissance tools through MCP, allowing users to manage scans, retrieve modules and event types, access scan data, and export results. Supports both starting new scans and analyzing existing reconnaissance data through natural language.

mcp-bright-data

Enables AI agents to access Bright Data's Web Unlocker and SERP API for scraping and search results, integrated through Pipeworx's MCP gateway.

WhatsApp Business MCP Server

Connects AI agents to the WhatsApp Business Cloud API, allowing them to send messages, manage templates, and retrieve account analytics. It facilitates automated customer interaction and marketing campaign management through the Model Context Protocol.

fenestra-mcp

MCP server for fenestra, a pure-Rust native GUI framework. Renders and verifies native UIs headlessly (no display, no GPU): a typed accessibility tree, semantic query/interact, contrast/focus-order/hit-target checks, screenshot diffing, and motion filmstrips.

Algorand MCP Server

Provides 50+ tools for comprehensive Algorand blockchain development including account management, asset operations, smart contracts, atomic transactions, swap functionality via Pera Swap, and semantic search through Algorand documentation.

CData Arc MCP Server

Enables AI assistants to manage CData Arc connectors, files, transactions, workspaces, and administrative actions through natural language interactions via the Arc Admin API.

MCP-OpenLLM

LangChain 封装器，用于将 MCP 服务器与 transformers 库中不同的开源大型语言模型无缝集成。

Kaiza MCP Server

Enables secure, audited file operations with LLMs by enforcing implementation plans, restricting writes to approved file scopes, and maintaining a tamper-evident audit log with stub detection.

MCP Handoff Server

Facilitates seamless collaboration between AI agents by providing tools for structured task handoffs, progress tracking, and documentation management. It allows agents to create, update, and archive handoff documents to ensure continuity across complex workflows.

asterpay-mcp-server

MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics, and utilities accessible to AI agents via Model Context Protocol. 13 pay-per-call endpoints on Base network, $0.001 USDC each. EUR settlement for AI agent commerce.

quickbooks-mcp-server

Gives Claude full read/write access to QuickBooks Online, including tools to create, delete, and query accounting data, plus reconciliation features that detect bank-feed gaps and duplicate transactions.

haver-governance-mcp

Provides identity, permission, audit, and recall for healthcare AI agents, with tools for registering agents, checking permissions, recording actions, and verifying audit integrity.

Currency MCP Server

Enables fetching real-time exchange rates between currencies and listing supported currency codes using the Frankfurter API.

subnet-calculator-mcp

Calculates IPv4 subnet details from an IP address and CIDR prefix or subnet mask, returning network address, broadcast, usable hosts, and more.

TechnoTracker

Enables generating a workday schedule and 8-hour timesheet from selected Jira, Outlook, and Teams context via a read-only MCP tool.

DETRAN DF: Débitos

MCP server for querying vehicle debts (débitos) from DETRAN DF's official source. It is read-only and works with any MCP client over HTTP, with pay-per-use prepaid credits.

Payment Orchestrator MCP Server

Enables agents to interrogate payment routing decisions through six tools: route transactions, explain decisions, simulate scenarios, inspect segment evidence, normalize decline codes, and review backtest summaries. It provides read-only access to the routing engine, allowing natural-language queries without modifying any decisions.

polymarket-mcp

A read-only MCP server exposing Polymarket's public prediction-market data. Search markets, read live odds and order books, pull historical probability time-series, and inspect public wallet positions.

mcp-shodan

MCP server for querying the Shodan API and Shodan CVEDB. This server provides tools for IP lookups, device searches, DNS lookups, vulnerability queries, CPE lookups, and more.

aws-mcp-cloud-dev

基于 AWS MCP 服务器的 AI 驱动的云开发

MCP Server + Private Registry

Provides an MCP server with a fetch_url tool for making HTTP requests alongside a private registry for hosting and managing server metadata. The registry implements the official MCP OpenAPI specification using a Hono-based REST API and SQLite.

Shrimp Task Manager

虾米任务管理器通过结构化的工作流程引导，协助 Agent 系统性规划程序开发步骤，强化任务记忆管理机制，有效避免冗余与重复的编程工作。

Easy Notion MCP

Markdown-first Notion MCP server — 26 tools, 92% fewer tokens, full round-trip fidelity

prova-mcp

An MCP server that exposes the Prova reasoning verifier, enabling AI agents to verify their own reasoning and kernel-check Lean 4 proofs before outputting answers.

Stratos

Enterprise-grade Azure security assessment toolkit with multi-location scanning, IMDS exploitation, attack path analysis, and compliance reporting. Enables authorized penetration testing and compliance audits across all Azure regions.

Garak-MCP

Garak LLM 漏洞扫描器的 MCP 服务器 https://github.com/EdenYavin/Garak-MCP/blob/main/README.md

MCP APP

MCP 服务器应用程序，带有 RAG (检索增强生成)