Xpersona

Crawler Summary

star-report answer-first brief

starReport：用于生成和管理 GitHub 报告，并提供 MCP 服务的 Node.js 工具。 starReport starReport 是一个用于自动生成和管理指定 GitHub 仓库 star、commit、issue 等活跃度报告的 Node.js 工具，支持 MCP 协议服务，集成大模型智能分析，并可自动推送到飞书群。 主要功能特性 - **GitHub 仓库活跃度监控**：自动采集指定仓库的 star 数、commit 数、issue 数等数据，支持日报和周报统计。 - **自动推送报告**：可将日报、周报和智能分析结果自动推送到飞书群，方便团队同步。 - **MCP 服务支持**：通过 MCP 协议（stdio）对外提供数据查询、报告生成、AI 分析、消息推送等能力，便于集成到自动化平台。 - **智能分析**：集成大模型（如 OpenAI/智谱），对历史数据进行趋势分析、总结和表格可视化，支持自定义问题分析。 - **SSE 实时流式分析**：支持 HTTP SSE 实时返回智能分析内容，适合前端实时展示。 Capability contract not published. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/25/2026.

Freshness

Last checked 2/25/2026

Best For

star-report is best for mcp, github, report workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB MCP, runtime-metrics, public facts pack

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGitHubSafety: 89/100

star-report

starReport：用于生成和管理 GitHub 报告，并提供 MCP 服务的 Node.js 工具。 starReport starReport 是一个用于自动生成和管理指定 GitHub 仓库 star、commit、issue 等活跃度报告的 Node.js 工具，支持 MCP 协议服务，集成大模型智能分析，并可自动推送到飞书群。 主要功能特性 - **GitHub 仓库活跃度监控**：自动采集指定仓库的 star 数、commit 数、issue 数等数据，支持日报和周报统计。 - **自动推送报告**：可将日报、周报和智能分析结果自动推送到飞书群，方便团队同步。 - **MCP 服务支持**：通过 MCP 协议（stdio）对外提供数据查询、报告生成、AI 分析、消息推送等能力，便于集成到自动化平台。 - **智能分析**：集成大模型（如 OpenAI/智谱），对历史数据进行趋势分析、总结和表格可视化，支持自定义问题分析。 - **SSE 实时流式分析**：支持 HTTP SSE 实时返回智能分析内容，适合前端实时展示。

MCPself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Feb 25, 2026

Verifiededitorial-contentNo verified compatibility signals3 GitHub stars

Capability contract not published. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/25/2026.

3 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 25, 2026

Vendor

Hu Qi

Artifacts

0

Benchmarks

0

Last release

1.0.3

Executive Summary

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

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. 3 GitHub stars reported by the source. Last updated 2/25/2026.

View Source

Setup snapshot

git clone https://github.com/hu-qi/starReport.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

Hu Qi

profilemedium
Observed Feb 25, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Feb 25, 2026Source linkProvenance
Adoption (1)

Adoption signal

3 GitHub stars

profilemedium
Observed Feb 25, 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

5

Snippets

0

Languages

typescript

Executable Examples

bash

git clone https://github.com/hu-qi/starReport.git

bash

cd starReport
   npm install

bash

node index.js

json

{
  "mcpServers": {
    "starReport-server": {
      "command": "npx",
      "args": [
        "-y",
        "star-report",
        "mcp-server"
      ],
      "env": {
        "GITHUB_TOKEN": "<你的 GitHub Token>",
        "FEISHU_WEBHOOK": "<你的飞书 Webhook>",
        "REPORT_REPOS": "<repo1,repo2,repo3>",
        "API_KEY": "<你的 API Key>",
        "API_BASE_URL": "<API Base URL>",
        "API_MODEL": "<模型名称>",
        "DATA_FILE":"<数据存放可读性的文件路径，如path/to/writable/directory/data.json>"
      }
    }
  }
}

json

"command": "node",
"args": [
  "index.js",
  "mcp-server"
],

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

starReport：用于生成和管理 GitHub 报告，并提供 MCP 服务的 Node.js 工具。 starReport starReport 是一个用于自动生成和管理指定 GitHub 仓库 star、commit、issue 等活跃度报告的 Node.js 工具，支持 MCP 协议服务，集成大模型智能分析，并可自动推送到飞书群。 主要功能特性 - **GitHub 仓库活跃度监控**：自动采集指定仓库的 star 数、commit 数、issue 数等数据，支持日报和周报统计。 - **自动推送报告**：可将日报、周报和智能分析结果自动推送到飞书群，方便团队同步。 - **MCP 服务支持**：通过 MCP 协议（stdio）对外提供数据查询、报告生成、AI 分析、消息推送等能力，便于集成到自动化平台。 - **智能分析**：集成大模型（如 OpenAI/智谱），对历史数据进行趋势分析、总结和表格可视化，支持自定义问题分析。 - **SSE 实时流式分析**：支持 HTTP SSE 实时返回智能分析内容，适合前端实时展示。

Full README

starReport

starReport 是一个用于自动生成和管理指定 GitHub 仓库 star、commit、issue 等活跃度报告的 Node.js 工具，支持 MCP 协议服务，集成大模型智能分析，并可自动推送到飞书群。

主要功能特性

  • GitHub 仓库活跃度监控：自动采集指定仓库的 star 数、commit 数、issue 数等数据，支持日报和周报统计。
  • 自动推送报告：可将日报、周报和智能分析结果自动推送到飞书群，方便团队同步。
  • MCP 服务支持：通过 MCP 协议（stdio）对外提供数据查询、报告生成、AI 分析、消息推送等能力，便于集成到自动化平台。
  • 智能分析：集成大模型（如 OpenAI/智谱），对历史数据进行趋势分析、总结和表格可视化，支持自定义问题分析。
  • SSE 实时流式分析：支持 HTTP SSE 实时返回智能分析内容，适合前端实时展示。
  • Webhook 问答：兼容飞书 webhook，支持群聊提问并返回智能分析结果。
  • 定时任务：内置定时任务，每天/每周自动采集数据并推送报告，无需人工干预。
  • 灵活配置：支持通过环境变量和 MCP 配置灵活指定监控仓库、推送方式和大模型参数。

安装方法

  1. 克隆仓库： 
    git clone https://github.com/hu-qi/starReport.git
  2. 进入项目目录并安装依赖： 
    cd starReport
npm install

使用说明

  1. 配置环境变量： 复制 .env.example 为 .env，并根据需要填写相关配置。
  2. 运行项目： 
    node index.js

MCP Server 配置示例

如需通过 MCP 协议启动服务，可参考如下配置：

{
  "mcpServers": {
    "starReport-server": {
      "command": "npx",
      "args": [
        "-y",
        "star-report",
        "mcp-server"
      ],
      "env": {
        "GITHUB_TOKEN": "<你的 GitHub Token>",
        "FEISHU_WEBHOOK": "<你的飞书 Webhook>",
        "REPORT_REPOS": "<repo1,repo2,repo3>",
        "API_KEY": "<你的 API Key>",
        "API_BASE_URL": "<API Base URL>",
        "API_MODEL": "<模型名称>",
        "DATA_FILE":"<数据存放可读性的文件路径，如path/to/writable/directory/data.json>"
      }
    }
  }
}

如果是本地运行则替换 command 和 args：

"command": "node",
"args": [
  "index.js",
  "mcp-server"
],
  • command：启动命令，通常为 npx。
  • ：命令行参数，star-report mcp-server 启动 MCP 服务。
  • env：环境变量配置，需根据实际情况填写。
    • GITHUB_TOKEN：GitHub 访问令牌。
    • FEISHU_WEBHOOK：飞书群机器人 Webhook。
    • REPORT_REPOS：监控的 GitHub 仓库列表，逗号分隔。
    • API_KEY、API_BASE_URL、API_MODEL：大模型相关配置。

请勿在公开场合泄露敏感信息。

功能演示

  • MCP tools：

MCP 工具

  • 列举功能：

func-list

  • 飞书消息推送：

feishu-push

许可证

本项目基于 MIT 许可证开源。

Contract & API

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

MissingGITHUB MCP

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/contract"
curl -s "https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/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

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
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.

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Primary-source commodities data for AI agents — EIA, FRED, CFTC, USDA, USGS via x402 on Base.

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One-call market verdict, plus funding, open interest, execution cost, volatility and macro

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Machine Appendix

Contract JSON

{
  "contractStatus": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-10-09T14:51:10.371Z"
    }
  },
  "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": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "mcp",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "github",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "report",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "nodejs",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "cli",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:mcp|supported|profile capability:github|supported|profile capability:report|supported|profile capability:nodejs|supported|profile capability:cli|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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Hu Qi",
    "href": "https://github.com/hu-qi/starReport",
    "sourceUrl": "https://github.com/hu-qi/starReport",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:05:29.811Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:05:29.811Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "3 GitHub stars",
    "href": "https://github.com/hu-qi/starReport",
    "sourceUrl": "https://github.com/hu-qi/starReport",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T03:05:29.811Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/mcp-hu-qi-starreport/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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