Xpersona

Crawler Summary

@lobehub/chat answer-first brief

Lobe Chat - an open-source, high-performance chatbot framework that supports speech synthesis, multimodal, and extensible Function Call plugin system. Supports one-click free deployment of your private ChatGPT/LLM web application. Lobe Chat Pro 项目介绍 - ### 基于$1，并定期同步原版代码 - ### 完整的后台管理： - **用户管理**，登录注册，设置分组，不同分组设置不同倍率，支持注册赠送额度，支持邀请注册并享受分成奖励 - **模型管理**，管理模型提供商、模型与价格（按 Token 或次数）、Apikey - **多种支付**，微信支付、易支付、虎皮椒支付、stripe 支付 - **计费系统**，充值、兑换、消费、退款，消费失败不扣费 - **订单管理**，查询订单和消费记录 - **消息记录**，可以管理聊天记录、画图记录、音乐记录、视频记录等。 - **通知公告**，可以设置公告 - ### 强大的无限画布： - **画图模型**，google, openai, midjourney, kling, doubao - **视频模型**，google, openai, kling - **连续对话**，在对话中设计、修改图 Published capability contract available. No trust telemetry is available yet. 208 GitHub stars reported by the source. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

@lobehub/chat is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 100/100

@lobehub/chat

Lobe Chat - an open-source, high-performance chatbot framework that supports speech synthesis, multimodal, and extensible Function Call plugin system. Supports one-click free deployment of your private ChatGPT/LLM web application. Lobe Chat Pro 项目介绍 - ### 基于$1，并定期同步原版代码 - ### 完整的后台管理： - **用户管理**，登录注册，设置分组，不同分组设置不同倍率，支持注册赠送额度，支持邀请注册并享受分成奖励 - **模型管理**，管理模型提供商、模型与价格（按 Token 或次数）、Apikey - **多种支付**，微信支付、易支付、虎皮椒支付、stripe 支付 - **计费系统**，充值、兑换、消费、退款，消费失败不扣费 - **订单管理**，查询订单和消费记录 - **消息记录**，可以管理聊天记录、画图记录、音乐记录、视频记录等。 - **通知公告**，可以设置公告 - ### 强大的无限画布： - **画图模型**，google, openai, midjourney, kling, doubao - **视频模型**，google, openai, kling - **连续对话**，在对话中设计、修改图

MCPverified

Public facts

7

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal208 GitHub stars

Published capability contract available. No trust telemetry is available yet. 208 GitHub stars reported by the source. Last updated 2/24/2026.

208 GitHub starsSchema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Vual

Artifacts

0

Benchmarks

0

Last release

1.143.2

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. 208 GitHub stars reported by the source. Last updated 2/24/2026.

View Source

Setup snapshot

git clone https://github.com/vual/lobe-chat-pro.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Vual

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Adoption (1)

Adoption signal

208 GitHub stars

profilemedium
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Docs Update

Docs refreshed: Sign in to GitHub · GitHub

search_documentmedium

Fresh crawlable documentation was indexed for the official domain.

Observed Apr 15, 2026

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

3

Snippets

0

Languages

typescript

Executable Examples

shell

docker run -d -p 3210:3210 \
    -e AUTHORIZE_CODE='授权码' \
    -e APP_URL='https://client.annyun.cn' \
    -e NEXTAUTH_URL='https://client.annyun.cn/api/auth' \
    -e BACKEND_BASE_URL='https://api.annyun.cn' \
    -e APP_CONFIG='{"loginParams":{"addParams":{"agreement":true}, "captchaVerify":false}, "tokenPage":"/token", "tokenQueryPath": "/api/token?p=1&size=20"}' \
    -e NEXT_AUTH_SECRET='123456789X' \
    -e NEXT_AUTH_SSO_PROVIDERS='annyun' \
    -e KEY_VAULTS_SECRET='bed69c29a04b400fbc7bc3e2fa8d38dd' \
    registry.cn-hangzhou.aliyuncs.com/ann-chat/lobe-chat-pro:client

shell

docker run -d -p 3210:3210 \
    -e AUTHORIZE_CODE='授权码' \
    -e APP_URL='https://client.annyun.cn' \
    registry.cn-hangzhou.aliyuncs.com/ann-chat/lobe-chat-pro:nologin

shell

docker run -d -p 3210:3210 registry.cn-hangzhou.aliyuncs.com/ann-chat/lobe-chat-pro:latest

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Lobe Chat - an open-source, high-performance chatbot framework that supports speech synthesis, multimodal, and extensible Function Call plugin system. Supports one-click free deployment of your private ChatGPT/LLM web application. Lobe Chat Pro 项目介绍 - ### 基于$1，并定期同步原版代码 - ### 完整的后台管理： - **用户管理**，登录注册，设置分组，不同分组设置不同倍率，支持注册赠送额度，支持邀请注册并享受分成奖励 - **模型管理**，管理模型提供商、模型与价格（按 Token 或次数）、Apikey - **多种支付**，微信支付、易支付、虎皮椒支付、stripe 支付 - **计费系统**，充值、兑换、消费、退款，消费失败不扣费 - **订单管理**，查询订单和消费记录 - **消息记录**，可以管理聊天记录、画图记录、音乐记录、视频记录等。 - **通知公告**，可以设置公告 - ### 强大的无限画布： - **画图模型**，google, openai, midjourney, kling, doubao - **视频模型**，google, openai, kling - **连续对话**，在对话中设计、修改图

Full README

Lobe Chat Pro

项目介绍

  • 基于lobe-chat，并定期同步原版代码

  • 完整的后台管理：

    • 用户管理，登录注册，设置分组，不同分组设置不同倍率，支持注册赠送额度，支持邀请注册并享受分成奖励
    • 模型管理，管理模型提供商、模型与价格（按 Token 或次数）、Apikey
    • 多种支付，微信支付、易支付、虎皮椒支付、stripe 支付
    • 计费系统，充值、兑换、消费、退款，消费失败不扣费
    • 订单管理，查询订单和消费记录
    • 消息记录，可以管理聊天记录、画图记录、音乐记录、视频记录等。
    • 通知公告，可以设置公告

  • 强大的无限画布：

    • 画图模型，google, openai, midjourney, kling, doubao
    • 视频模型，google, openai, kling
    • 连续对话，在对话中设计、修改图片，用图片生成视频
    • 图片修改，高清放大、移除背景、提取图层、局部修改，图片扩展、多图扩展
    • 联网搜索，根据需求搜索网络上的最新内容
    • 上传图片，支持上传参考图片
    • 适配移动端，画布已支持移动端
    • 更多介绍，详细用法介绍

    img31 img34

  • 独立的绘图面板：

    • 画图模型，midjourney、kling、openai、doubao
    • 参数配置，更多的自定义参数配置
    • 局部重绘，更灵活的局部重绘功能。

    img32

  • 独立的音乐面板：

    • 音乐模型，suno
    • 参数配置，更多的自定义参数配置

    img5

  • 独立的视频面板：

    • 视频模型，google, openai, kling, luma, runway
    • 参数配置，更多的自定义参数配置

    img33

  • 中转站特别版，快速接入自己的中转站，支持 one-api, new-api, shell-api：

    • 轻量便捷，画图、音乐、视频、无限画布，功能齐全，只是没有后台管理那些功能，纯前端部署，服务器要求低，配置中转站地址，直接把中转站当后台
    • 支持使用中转站用户直接登录，可以登录，可以注册，也可以邀请用户注册，注册是直接注册中转站用户
    • 支持直接充值和兑换，消费记录查询，直接调中转站的充值接口，兑换也是一样
    • 登录后直接获取用户在中转站里的 apikey，获取令牌列表，支持切换，直接就可以开始聊天，免去手动填写 N 多模型提供商的 apikey
    • 支持跳转到中转站的令牌管理页面
    • 支持获取中转站通知，用户登录后，直接弹窗展示通知。
    • 支持划转邀请奖励，
    • 支持手动添加 apikey 到本地，本地添加的 apikey 和中转站里的 apikey 共存，随意切换
    • 分登陆版和无需登录版本，无需登录版本只能手动添加 apikey 到本地
    • 支持禁用自定义 baseUrl 填写，
    • 支持跳链携带 apikey，跳链携带参数：?settings={"keyVaults":{"common":{"apiKey":"sk-xxxxxx"}}}
    • 支持支持左边栏上面和下面添加自定义按钮，详细参照参数说明

    img35 img36

  • 其它：

      1. 支持修改应用名称和 LOGO。
      1. 支持左边栏上面和下面添加自定义按钮，详细参照参数说明
      1. 支持用户把创作的图片、音乐、视频发布到公共空间，在发现页可以查看所有人分享的作品。

体验站点

部署方式

  • 带后台管理版本（后台管理需要授权，添加微信：822784588）

    • 详细部署方式：
    • 启动后：
      • 用户端：http://{启动机器的 ip}:3210，
      • 管理端：http://{启动机器的 ip}:8888， 账号：admin，密码：123456
    • 配置域名转发：
      • 端口 3210，用户端
      • 端口 8888，管理端
      • 端口 9000，minio

  • 中转站特别版启动

    • 有登陆和注册的版本

    • 参数说明：
      • AUTHORIZE_CODE = 授权码，加微信：822784588，授权绑定中转站域名
      • APP_URL = 应用链接，如：https://client.annyun.cn
      • APP_CUSTOM_NAME = 应用名称，如：LobeChatPro
      • APP_CUSTOM_LOGO = 应用 LOGO，填 https 开头的图片地址
      • NEXTAUTH_URL = 登录交互链接，填 APP_URL 的值，拼上 /api/auth， 例如：https://client.annyun.cn/api/auth
      • BACKEND_BASE_URL = 中转站地址，例如：https://api.annyun.cn
      • APP_CONFIG = 应用配置相关参数，参数说明 loginParams 的登录相关参数，addParams 是登录附加参数，会放到登录报文里，比如同意协议说明 "agreement":true， captchaVerify:true，是开启图形验证码，tokenPage 是中转站的令牌页面路径，默认值 /token， tokenQueryPath 是查询中转站令牌的请求路径，默认值 /api/token?p=1&size=20
      • NEXT_AUTH_SECRET = 登录密钥，随便填，例如：123456789X
      • NEXT_AUTH_SSO_PROVIDERS = 只能填 annyun
      • KEY_VAULTS_SECRET=bed69c29a04b400fbc7bc3e2fa8d38dd
      • 如果是 1panel 部署，参数值的单引号都去掉
    docker run -d -p 3210:3210 \
  -e AUTHORIZE_CODE='授权码' \
  -e APP_URL='https://client.annyun.cn' \
  -e NEXTAUTH_URL='https://client.annyun.cn/api/auth' \
  -e BACKEND_BASE_URL='https://api.annyun.cn' \
  -e APP_CONFIG='{"loginParams":{"addParams":{"agreement":true}, "captchaVerify":false}, "tokenPage":"/token", "tokenQueryPath": "/api/token?p=1&size=20"}' \
  -e NEXT_AUTH_SECRET='123456789X' \
  -e NEXT_AUTH_SSO_PROVIDERS='annyun' \
  -e KEY_VAULTS_SECRET='bed69c29a04b400fbc7bc3e2fa8d38dd' \
  registry.cn-hangzhou.aliyuncs.com/ann-chat/lobe-chat-pro:client

    • 无需登陆和注册的版本

      • 镜像标签是 nologin
      • AUTHORIZE_CODE = 授权码，加微信：822784588，授权绑定中转站域名
      • APP_URL = 应用链接，如：https://client.annyun.cn
      • APP_CUSTOM_NAME = 应用名称，如：LobeChatPro
      • APP_CUSTOM_LOGO = 应用 LOGO，填 https 开头的图片地址
      • APP_CONFIG = 应用配置相关参数，参数说明
    docker run -d -p 3210:3210 \
  -e AUTHORIZE_CODE='授权码' \
  -e APP_URL='https://client.annyun.cn' \
  registry.cn-hangzhou.aliyuncs.com/ann-chat/lobe-chat-pro:nologin

  • 开源版本启动应用

    • 包含 midjourney 画图，浏览器端默认使用 pglite 数据库
    docker run -d -p 3210:3210 registry.cn-hangzhou.aliyuncs.com/ann-chat/lobe-chat-pro:latest

    启动后，访问：http://{启动机器的 ip}:3210

其它项目

推荐中转接口

免去繁杂配置，获取 key 就可以用，模型全面，价格优惠。

其它说明

更多图片

交流

  • 微信：822784588
  • 添加微信进群
  • 需要完整功能的源码，可以添加微信咨询

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Agent hubMore from this sourceMCP agents
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/vual/lobe-chat-pro#input",
  "outputSchemaRef": "https://github.com/vual/lobe-chat-pro#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:45:41.416Z",
  "sourceUpdatedAt": "2026-02-24T19:45:41.416Z",
  "freshnessSeconds": 4429732
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T02:14:34.413Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    },
    {
      "key": "framework",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "chatbot",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "chatgpt",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "nextjs",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "vercel-ai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "openai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "azure-openai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "visual-model",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "tts",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "stt",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract capability:framework|supported|profile capability:chatbot|supported|profile capability:chatgpt|supported|profile capability:nextjs|supported|profile capability:vercel-ai|supported|profile capability:openai|supported|profile capability:azure-openai|supported|profile capability:visual-model|supported|profile capability:tts|supported|profile capability:stt|supported|profile"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:41.416Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:41.416Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/vual/lobe-chat-pro#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:41.416Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Vual",
    "href": "https://github.com/vual/lobe-chat-pro",
    "sourceUrl": "https://github.com/vual/lobe-chat-pro",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "208 GitHub stars",
    "href": "https://github.com/vual/lobe-chat-pro",
    "sourceUrl": "https://github.com/vual/lobe-chat-pro",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-vual-lobe-chat-pro/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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