2026 最佳MCP 工具

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ora

AI 智能體基礎設施

ora 透過掃描網域、MCP 伺服器 URL 或 MCP 應用程式 URL，評估企業對 AI 代理的準備度。

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Orgo

AI 智能體基礎設施

Cloud Linux desktops that AI agents can provision and control through APIs, SDKs, or MCP.

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DMV - Department of Machine Verification

AI 智能體基礎設施

Register an identity in the .agent community and receive a content-addressed certificate ID.

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agentcad

AI 3D模型生成器

An open-source local CAD CLI and MCP server for AI agents to build and inspect CAD models.

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ilolink

MCP 工具

ilolink 可將 Markdown、HTML、PDF、DOCX 等文件發布為可分享的連結，任何人無需登入即可開啟。它也提供閱讀分析數據，包括瀏覽次數、閱讀完成度、熱點圖、留言和回應，並為團隊 AI 助理提供 MCP 連接器。

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TraceBug

AI開發者工具

TraceBug 是一款在地優先的錯誤回報工具，可將瀏覽器問題擷取為獨立的 .html 報告，方便離線交接給開發者。它也支援以本機 MCP 進行除錯，並可匯出至常見的問題追蹤與分享流程。

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ShootClip

AI 字幕產生器

ShootClip 是一款 macOS 影片編輯器，提供專業時間軸工具、AI 字幕和內建 MCP 伺服器，讓 AI 助理在你剪輯影片時與你協同工作。

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Fern

MCP 工具

Fern 將 OpenAPI 規格轉換為文件、SDK 與品牌化 CLI，並提供 AI 搜尋、llms.txt 與 MCP 伺服器。

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MotherDuck

AI SQL助手

MotherDuck 是基於 DuckDB 的雲端資料倉庫，支援 SQL 分析與面向客戶的資料應用。

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Langflow

AI應用建立器

A low-code builder for developers creating AI agents, RAG applications, and MCP servers.

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Bravo Studio

MCP 工具

Bravo Studio 是一個無程式碼行動應用平台，可將 Figma 設計轉換為原生 iOS 與 Android 應用，並提供 Bravo MCP 與 Bravo To Go。

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MCPJam

AI 測試助手

MCPJam is a testing and evaluation platform for MCP servers. It helps developers inspect servers locally, run user and model-based tests, and add behavior checks to CI/CD workflows.

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Credal

AI 智能體建立工具

Build and govern enterprise AI agents and MCP servers with shared business context.

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OpenSEO

AI SEO工具

Open-source SEO research, rank tracking, audits, and AI-agent workflows for organic growth teams.

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Qencode MCP Server

AI 影片 API

Qencode MCP Server connects MCP-capable AI clients to Qencode’s video processing and media storage workflows. Developers and content teams can describe transcoding, analysis, delivery, and storage tasks in natural language and run them through Qencode.

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US Global Mail MCP Server

MCP 工具

A stateless Streamable HTTP MCP server that lets compatible AI coding agents manage a US Global Mail mailbox through the USGM API. It supports mailbox organization, scan requests, address and bank-account management, shipment viewing, and account lookup using an API key.

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treg.to

AI 智能體基礎設施

treg.to is an API gateway and MCP server for calling tools and data providers through one endpoint and credential. It helps agents and developers use cataloged SEO, enrichment, advertising, social, scraping, and other data tools without managing separate provider keys for every metered call.

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Simple Commenter

AI開發者工具

Simple Commenter is a website feedback platform with an MCP server that connects comments and page context to AI tools such as ChatGPT, Claude, Cursor, and Codex. It helps web teams turn review comments into clearer next steps and fixes.

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CoreSpeed

AI 智能體基礎設施

An MCP endpoint that gives AI agents shared app connections, memory, tools, and spending controls.

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crosswalk

AI知識庫

An MCP-based inbox and sharing space for reading newsletters and group updates with AI assistants.