Composio 记录了 2,782,603 月访问量，月度环比增长为 +22.8%，定价为免费增值，定价请咨询。Future AGI 记录了 121,741 月访问量，增长率为 -7.8%，定价为 Freemium, Usage-based。
构建、模拟、评估并监控可自我改进的 AI 智能体
| 维度 / 指标 |  | |
|---|---|---|
| 官方域名 | composio.dev | futureagi.com |
| 定价模式 | 免费增值，定价请咨询 | Freemium, Usage-based |
| 月访问量 | 278.26万 (2,782,603) | 12.17万 (121,741) |
| 月度环比流量变化 | +51.74万 (+22.8%) |
| -1.03万 (-7.8%) |
| 主要市场与份额 | 🇺🇸 美国 (28.6%) | 🇮🇳 印度 (48%) |
|---|
| 直接访问 / 月 | 123.89万 | 7.15万 |
|---|
| 用户评分 | 4.5 | 4.4 |
|---|
| 支持的平台 | 网站 | 网站 |
|---|
让 AI 智能体安全接入 1700+ 应用
覆盖生产力、CRM、客服、研发、财务、人事与电商等场景的庞大预置集成目录，每个工具包都向智能体暴露可调用的动作。
Composio 负责 OAuth 流程、凭证存储与刷新，并按动作限定权限范围，智能体只能在你允许的范围内操作。
一个托管 MCP 端点，几次点击即可把 Claude、ChatGPT、Codex、Cursor 等 MCP 客户端接入你的全部工具目录。
根据已连接应用中发生的事件启动后台智能体，无需用户提示即可开始工作。
构建、模拟、评估并监控可自我改进的 AI 智能体
生成人物、场景与合成数据集，在上线前用大量对话分支压测文本与语音智能体。
结合永久免费的启发式指标、代码评估器与 LLM 评判打分，并可用智能体评估器定位 RAG 与工具调用中的错误。
在 15 家以上 LLM 供应商之间做负载均衡、故障转移与缓存路由，并内置 15 项规则护栏与 ML 内容审核。
端到端追踪、会话、智能体图谱、自定义仪表盘与告警监控，实时呈现生产环境表现。
专项更强Leading unified LLM model gateway, but strictly handles model inference rather than third-party SaaS tool integrations and authentication.
#1
软件与真人专家协同运作的企业级 AI 基础设施
#2
免费 / 开源Exceptional open-source gateway for LLM provider routing, but lacks Composio's extensive library of SaaS tool integrations and auth.
#3
专项更强Robust TypeScript framework for agent workflows and tools, but requires writing custom integration code instead of pre-built connectors.
在互联环境中跟踪、评估并交付 AI 模型与智能体。
免费 / 开源面向生产级 AI 的智能体可观测性、评估与持续改进平台
专项更强Comprehensive enterprise LLM gateway and guardrails, but focuses more on model routing than third-party SaaS tool execution.
专项更强Flexible Python agent framework with built-in tools, but less focused on acting as a standalone universal integration middleware.
免费 / 开源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
专项更强Leading unified LLM model gateway, but strictly handles model inference rather than third-party SaaS tool integrations and authentication.
专项更强Comprehensive enterprise LLM gateway and guardrails, but focuses more on model routing than third-party SaaS tool execution.
免费 / 开源Maxim AI is a platform for evaluating, testing, and monitoring AI applications, and the home of Bifrost, an open-source LLM gateway. It helps teams ship reliable AI features with tracing, evaluation, agent simulation, and production observability.
