Composio 每月有 2,782,603 次造訪，月增率 +22.8%，定價模式為免費增值、需聯絡報價。Vivgrid 每月有 3,743 次造訪，成長率 +71.1%，定價模式為免費增值。
Vivgrid is a managed platform for building and operating AI agents in production. Its core idea is Managed Skills: serverless LLM function calling that runs your agent tools in the cloud, decoupled from the client so prompts, models, and tools can be updated server-side without shipping a new app release. Around that, Vivgrid bundles observability, debugging, evaluation, safety guardrails, orchestration, and globally distributed inference.
| 面向／指標 |  | |
|---|---|---|
| 官方網域 | composio.dev | vivgrid.com |
| 定價模式 | 免費增值、需聯絡報價 | 免費增值 |
| 每月造訪次數 | 278.26萬 (2,782,603) | 3743 (3,743) |
| 月流量變化量 | +51.74萬 (+22.8%) | +1556 (+71.1%) |
| 主要市場與市佔 | 🇺🇸 美國 (28.6%) | 🇺🇸 美國 (45.9%) |
| 每月直接造訪 | 123.89萬 | 1479 |
| 使用者評分 | 4.5 | 4.2 |
| 支援平台 | 網站 | 網站 |
讓 AI 代理安全接入 1700+ 應用
涵蓋生產力、CRM、客服、研發、財務、人資與電商等場景的龐大預建整合目錄，每個工具包都向代理提供可呼叫的動作。
Composio 負責 OAuth 流程、憑證儲存與更新，並依動作限定權限範圍，代理只能在你允許的範圍內操作。
單一託管 MCP 端點，幾次點擊即可把 Claude、ChatGPT、Codex、Cursor 等 MCP 用戶端接入你的完整工具目錄。
依已連接應用中發生的事件啟動背景代理，無需使用者提示即可開始工作。
Vivgrid is a managed platform for building and operating AI agents in production. Its core idea is Managed Skills: serverless LLM function calling that runs your agent tools in the cloud, decoupled from the client so prompts, models, and tools can be updated server-side without shipping a new app release. Around that, Vivgrid bundles observability, debugging, evaluation, safety guardrails, orchestration, and globally distributed inference.
Serverless LLM function calling hosted in the cloud, so agent tools are decoupled from client releases and update instantly for every agent.
Full visibility into every prompt, tool call, and decision so you can locate the exact step where an agent interaction went wrong.
Catch regressions before they reach customers and keep agents on-brand and on-policy with built-in safety rules.
Framework-agnostic access to GPT, Claude, Gemini, and DeepSeek families served from globally distributed providers for low latency.
專項更強Leading unified LLM model gateway, but strictly handles model inference rather than third-party SaaS tool integrations and authentication.
專項更強Leading unified LLM model gateway, but strictly handles model inference rather than third-party SaaS tool integrations and authentication.
高可信前沿推論，端到端加密
免費 / 開源Exceptional open-source gateway for LLM provider routing, but lacks Composio's extensive library of SaaS tool integrations and auth.
免費 / 開源Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
免費 / 開源Mastra is an open-source TypeScript framework for building, deploying, and observing AI agents and workflows. It gives JavaScript developers typed agents, durable workflows, memory, MCP tool support, and built-in observability so prototypes can scale into production.
免費 / 開源面向生產級 AI 的代理可觀測性、評估與持續改進平台
專項更強Flexible Python agent framework with built-in tools, but less focused on acting as a standalone universal integration middleware.
免費 / 開源打造、模擬、評估並監控能自我改進的 AI 代理
