发现优秀的 MCP 服务器

kiro-research-mcp

Implements Anthropic's multi-agent research methodology with tools for iterative web search, source quality scoring, citation tracking, and quality-tiered report generation.

Voyager AI Trip Planner

MCP server offering travel planning tools such as destination search, weather lookup, attraction discovery, and budget estimation.

Cisco FMC MCP Server

A read-only Model Context Protocol server that enables LLMs to query Cisco Firepower Management Center (FMC) for firewall configurations, network objects, and deployment status. It features automatic token management and built-in rate limiting to safely interact with FMC 7.4.x instances through natural language.

GameDevBench MCP

Enables LLM agents to capture screenshots and visualize runtime behavior within the Godot game engine for game development benchmarking. It utilizes AppleScript to provide display capture functionality for agents running on macOS.

Personas-MCP-Server

Okay, here are a few options for translating "Model Context Protocol server implementation for my AI personas" into Chinese, with slightly different nuances: **Option 1 (More literal, emphasizes technical aspect):** * **为我的AI角色实现的模型上下文协议服务器** (Wèi wǒ de AI juésè shíxiàn de móxíng shàngxiàwén xiéyì fúwùqì) * This is a more direct translation. * "为我的AI角色" (Wèi wǒ de AI juésè) - "For my AI personas" * "实现的模型上下文协议服务器" (Shíxiàn de móxíng shàngxiàwén xiéyì fúwùqì) - "Implemented Model Context Protocol server" **Option 2 (Slightly more natural, emphasizes purpose):** * **用于我的AI角色的模型上下文协议服务器实现** (Yòng yú wǒ de AI juésè de móxíng shàngxiàwén xiéyì fúwùqì shíxiàn) * This emphasizes the *use* of the implementation. * "用于我的AI角色" (Yòng yú wǒ de AI juésè) - "For my AI personas" (literally, "Used for my AI personas") * "模型上下文协议服务器实现" (Móxíng shàngxiàwén xiéyì fúwùqì shíxiàn) - "Model Context Protocol server implementation" **Option 3 (More concise, suitable for technical documentation):** * **AI角色模型上下文协议服务器实现** (AI juésè móxíng shàngxiàwén xiéyì fúwùqì shíxiàn) * This is the most concise and might be suitable for a technical document or code comment. It assumes the context makes it clear that the implementation is *for* the AI personas. * "AI角色" (AI juésè) - "AI personas" * "模型上下文协议服务器实现" (Móxíng shàngxiàwén xiéyì fúwùqì shíxiàn) - "Model Context Protocol server implementation" **Vocabulary Breakdown:** * **模型 (Móxíng):** Model * **上下文 (Shàngxiàwén):** Context * **协议 (Xiéyì):** Protocol * **服务器 (Fúwùqì):** Server * **实现 (Shíxiàn):** Implementation, to implement, to realize * **AI角色 (AI juésè):** AI personas (角色 means role, character, or persona) * **为 (Wèi):** For * **用于 (Yòng yú):** Used for * **我的 (Wǒ de):** My **Recommendation:** The best option depends on the context. * If you want a very clear and direct translation, use **Option 1**. * If you want to emphasize the purpose of the implementation, use **Option 2**. * If you need a concise version for technical documentation, use **Option 3**. I hope this helps! Let me know if you have any other questions.

Guardrails MCP Server

Enables AI agents to integrate with Guardrails to check user values, make aligned decisions, and respect faith-based preferences. It provides tools for profile management, rule-based compatibility checks, and faith-aware scheduling.

SSH MCP Server

Provides LLM clients with safe, persistent SSH access to remote machines through the Model Context Protocol. Maintains shell sessions that preserve environment state between commands, enabling multi-step workflows and interactive diagnostics on remote systems.

Elasticsearch MCP Server

Exposes Elasticsearch semantic search capabilities as MCP tools, enabling ELSER, kNN, and hybrid search with automatic index setup.

Gmail + Calendar MCP Server

A multi-account MCP server providing 72 tools for Gmail and Google Calendar, with password protection, environment variable-based credentials, and support for multiple accounts.

FastMCP_RecSys

一个基于 CLIP 的时尚推荐系统，允许用户上传服装图片，并根据视觉分析接收标签和推荐。

Canva MCP Server

Enables creation and management of Canva presentations through natural language, leveraging LLM for narrative planning and integrating with Canva's API for design operations.

browse-ai

Evidence-backed web research for AI agents. Real-time search with cited claims, confidence scores, and compare mode showing raw LLM hallucination vs evidence-backed answers.

Redmine MCP Server

Enables AI applications to interact with Redmine project management systems for issue tracking, time logging, and project management through natural language.

Rovodev CLI MCP

Exposes Rovodev CLI as MCP tools for interacting with Rovodev agent, including session management, streaming chunk-caching, and tool-based CLI operations.

Qase MCP Server

Enables integration with Qase test management platform to create, retrieve, and manage test cases, test suites, and test runs through natural language interactions.

distill-kura

Enables agents to store and recall long-term memories by semantic relevance rather than exact keywords, with writes gated by verbatim evidence and separate memory stores per agent mode.

Code Guider MCP Server

An AI-powered local MCP server that provides intelligent code guidance, workflow automation, and quality assurance with hybrid storage and role-based execution.

mail-calendar-mcp

Enables full read/write control over Apple Mail.app and Calendar.app on macOS, exposing all configured accounts without per-provider setup.

US ISO Grid MCP

Enables real-time access to US electricity generation, fuel mix, and demand data through natural language queries.

mcp-appium-gestures

Provides resources and tools for generating Appium mobile gesture code (tap, swipe, scroll, etc.) in JavaScript and Java.

SecureMCP-Agentic

Provides a set of tools with a security verification layer that assesses risk and requires human approval for high-risk actions, reducing prompt injection and tool-poisoning attacks.

mcp-securitytrails

Wraps the SecurityTrails API to enable querying domain, IP, and DNS data through MCP tools or natural language via the Pipeworx gateway.

ecobrowser MCP server

Enables AI agents to control a browser via MCP with structured perception, verified actions, and self-healing capabilities.

Helix MCP Server

A local-first MCP server providing secure workspace file operations, offline full-text search, and web search/fetch capabilities without requiring API keys.

ai-research-assistant-mcp

An MCP server that provides tools, resources, and prompts for reading, writing, and summarizing research notes stored in a local flat-file database.

ya-frida-mcp

A comprehensive MCP server for Frida dynamic instrumentation, enabling AI agents to manage devices, processes, scripts, memory, and ADB operations.

Paid Media MCP

Enables Claude to access and analyze your paid media campaign data, team structure, performance metrics, and reporting templates, so it can answer questions and assist with analysis directly in your workflow.

RouteKit MCP

Route optimization API for Brazil with tools for geocoding, distance matrices, isochrones, and advanced vehicle routing, supporting constraints like time windows, skills, and multi-profile fleets.

tor-mcp

MCP server for .onion/dark web research that exposes the OpenTor skill engine over Model Context Protocol, enabling authorized threat intelligence, red teaming, and security research from any MCP-compatible client.

Shodan MCP Server

Enables comprehensive security reconnaissance, vulnerability assessment, and threat intelligence gathering by integrating Shodan's API. It provides tools for searching internet-connected devices, performing DNS operations, and querying the Shodan exploit database.