发现优秀的 MCP 服务器

ocean-agent

MCP server for Pacifica that turns natural language into risk-sized perpetual futures orders and enables a policy-governed autonomous trading entity.

MCP Titan

这个先进的内存服务器促进了基于神经记忆的序列学习和预测，通过状态维护和流形优化来增强代码生成和理解，其灵感来源于谷歌研究的框架。

knowledge-server

Enables LLMs to search and retrieve information from large technical documentation (OpenAPI specs, markdown) via intelligent chunking and semantic search.

MITRE ATT&CK MCP Server

Provides comprehensive access to the MITRE ATT\&CK knowledge base with 50+ tools for querying threat actors, malware, and techniques, including automatic ATT\&CK Navigator layer generation for threat analysis and visualization.

truenas-mcp

Provides comprehensive management of TrueNAS SCALE instances through 278 actions across 18 categories using a token-efficient hierarchical tool design. Users can perform tasks like storage management, service configuration, and system monitoring while benefiting from built-in safety confirmations and read-only dashboard resources.

Mem0 MCP Server

一个 MCP 服务器，它与 mem0.ai 集成，以帮助用户存储、检索和搜索编码偏好，从而实现更一致的编程实践。

Jira Data Center MCP Server

MCP server that connects to Jira Data Center, enabling issue search, retrieval, creation, comments, workflow transitions, project listing, arbitrary JQL, and turning meeting notes into structured Jira stories, tasks, and bugs.

Slack-MCP

A Message Control Protocol server that integrates with Slack to provide channel management, messaging capabilities, and log monitoring across multiple servers, enabling teams to share logs and receive automated alerts in Slack channels.

@zuupee/mcp-server

General-purpose MCP server with built-in tools for HTTP, JSON, and datetime operations, supporting pluggable modules and security defaults.

PanOS MCP Server

MCP server for managing Palo Alto Networks firewalls and Panorama, providing tools to interact with PanOS via MCP protocol with authenticated HTTP transport.

mcpstate

Durable, user-keyed state management for stateless MCP servers. Enables agents to persist and resume state across conversations, clients, and devices.

MCPDischarge

A cross-department MCP server system for hospital discharge coordination, enabling EHR, Pharmacy, and Billing interoperability with RBAC and PHI boundary enforcement.

Solplanet MCP

MCP server for Solplanet ASW5-T inverter, enabling natural language queries about solar energy system status and control.

MCP Demo Server

Model Context Protocol (MCP) server implementation demonstrating production-ready patterns in TypeScript, with tools for calculation, weather, and filesystem access.

SOC MCP Server

Automated SOC orchestration server integrating Wazuh, TheHive, Cortex, and MISP for AI-driven incident response and SOAR playbooks.

Google Jules MCP

An MCP server for automating Google Jules that enables seamless integration for task creation, code analysis, and AI-powered development workflows. It supports multiple session modes including Browserbase and cookie-based authentication for both local and cloud environments.

Kraviona MCP Server

MCP server for the Kraviona platform API, providing tools for posts, categories, services, client enquiries, website settings, crawler files, AI drafts, and the keyword queue.

llm-safe-sql

Enables LLMs to propose UPDATE/DELETE SQL that is run in a transaction, measured, and rolled back, requiring human approval before applying to prevent unauthorized changes.

Product Agent MCP Server

A FastMCP server providing tools to manage and query a product database stored in a JSON format. It enables users to perform operations such as filtering products by category and retrieving product data through a LangGraph agent interface.

Trello MCP Server

Enables AI assistants like Claude to interact with Trello boards through natural language, supporting board operations including card management, list manipulation, attachments, labels, comments, checklists, and daily workflow automation.

ARIA

Autonomously researches any topic: searches web, scrapes sources, extracts insights, builds a knowledge graph, and synthesizes a structured research brief.

GenAI Span Mapper MCP

Remote MCP server that normalizes OpenTelemetry GenAI spans by mapping fields, provider attributes, and missing attributes, and exports dashboard schemas.

superwireless

Enables AI agents to validate wireless communication ideas by providing standardized channel instances and physical measurements through MCP, eliminating the need to write simulations from scratch.

PR Reviewer

一个智能的 Pull Request 分析助手，它将 GitHub 与 Notion 集成，通过 MCP（模型-控制器-提供者）服务器架构实现自动化审查文档。

iOS Simulator MCP

通过提供检查 UI 元素、控制 UI 交互以及通过自然语言命令管理模拟器的工具，从而实现与 iOS 模拟器的交互。

TallyMind MCP

An MCP server for TallyPrime ERP that fixes common gaps such as hardcoded localhost, lack of connection diagnostics and dry-run safety, missing GST tools, and session state loss, providing a smoother integration with Claude Desktop.

Nigeria Invoice MCP

Enables AI agents to issue Nigeria e-invoices by validating, signing, and confirming invoices through FIRS/NRS MBS, returning IRN, CSID, and QR code.

Understand-Anything MCP Server

Enables AI assistants to deeply understand codebases via Knowledge Graphs, supporting fuzzy search, architecture layer queries, call chain tracing, impact analysis, and domain knowledge with multi-project support.

CloudNativePG MCP Server

Enables LLMs to manage PostgreSQL clusters in Kubernetes using the CloudNativePG operator. Supports creating, scaling, monitoring clusters and retrieving detailed status information through natural language commands.

openagentemail

Self-hosted email for AI agents: unlimited mailboxes on your own domain, with OTP extraction. 7 MCP tools via npx -y @openagentemail/mcp. Apache-2.0.