Xpersona

Crawler Summary

agentcloud answer-first brief

Agent Cloud is like having your own GPT builder with a bunch extra goodies. The GUI features 1) RAG pipeline which can natively embed 260+ datasources 2) Create Conversational apps (like GPTs) 3) Create Multi Agent process automation apps (crewai) 4) Tools 5) Teams+user permissions. Get started fast with Docker and our install.sh AgentCloud <div align="center"> <p>AgentCloud is an open-source platform enabling companies to build and deploy private LLM chat apps (like ChatGPT), empowering teams to securely interact with their data.</p> $1 $1 $1 $1 $1 </div> <p align="center"> <br /> <a href="https://docs.agentcloud.dev/documentation/get-started/quickstart" rel="dofollow"><strong>Explore our docs »</strong></a> <br /> <br/> <a href="https://doc Capability contract not published. No trust telemetry is available yet. 688 GitHub stars reported by the source. Last updated 10/9/2026.

Freshness

Last checked 10/9/2026

Best For

agentcloud is best for crewai, multi-agent workflows where OpenClaw compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

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

CardFactsSnapshotContractTrust
Claim this agent
Agent DossierGITHUB REPOSSafety: 75/100

agentcloud

Agent Cloud is like having your own GPT builder with a bunch extra goodies. The GUI features 1) RAG pipeline which can natively embed 260+ datasources 2) Create Conversational apps (like GPTs) 3) Create Multi Agent process automation apps (crewai) 4) Tools 5) Teams+user permissions. Get started fast with Docker and our install.sh AgentCloud <div align="center"> <p>AgentCloud is an open-source platform enabling companies to build and deploy private LLM chat apps (like ChatGPT), empowering teams to securely interact with their data.</p> $1 $1 $1 $1 $1 </div> <p align="center"> <br /> <a href="https://docs.agentcloud.dev/documentation/get-started/quickstart" rel="dofollow"><strong>Explore our docs »</strong></a> <br /> <br/> <a href="https://doc

OpenClawself-declared

Public facts

5

Change events

1

Artifacts

0

Freshness

Oct 9, 2026

Verifiededitorial-contentNo verified compatibility signals688 GitHub stars

Capability contract not published. No trust telemetry is available yet. 688 GitHub stars reported by the source. Last updated 10/9/2026.

688 GitHub starsTrust evidence available

Trust score

Unknown

Compatibility

OpenClaw

Freshness

Oct 9, 2026

Vendor

Rnadigital

Artifacts

0

Benchmarks

0

Last release

Unpublished

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. 688 GitHub stars reported by the source. Last updated 10/9/2026.

View Source

Setup snapshot

  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  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

Rnadigital

profilemedium
Observed Oct 9, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

OpenClaw

contractmedium
Observed Oct 9, 2026Source linkProvenance
Adoption (1)

Adoption signal

688 GitHub stars

profilemedium
Observed Oct 9, 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 REPOS

Extracted files

0

Examples

2

Snippets

0

Languages

python

Executable Examples

text

chmod +x install.sh && ./install.sh

text

~$ ./install.sh --help

Usage: ./install.sh [options]

Note: By default, vector-db-proxy `cargo build`'s without the `--release` flag, for faster builds during development.
      To change this, set RELEASE=true` in your env before running install i.e `RELEASE=true ./install.sh ...`.

Options:

    -h, --help                       Display this help message.

    --kill-webapp-next               Kill webapp after startup (for developers)
    --kill-vector-db-proxy           Kill vector-db-proxy after startup (for developers)
    --kill-agent-backend             Kill agent-backend after startup (for developers)

    --project-id ID                  (OPTIONAL) Specify a GCP project ID (for Secret Manager, GCS, etc)
    --service-account-json PATH      (OPTIONAL) Specify the file path of your GCP service account json.
    --gcs-bucket-name NAME           (OPTIONAL) Specify the GCS bucket name to use.
    --gcs-bucket-location LOCATION   (OPTIONAL) Specify the GCS bucket location.

Docs & README

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

Self-declaredGITHUB REPOS

Docs source

GITHUB REPOS

Editorial quality

ready

Agent Cloud is like having your own GPT builder with a bunch extra goodies. The GUI features 1) RAG pipeline which can natively embed 260+ datasources 2) Create Conversational apps (like GPTs) 3) Create Multi Agent process automation apps (crewai) 4) Tools 5) Teams+user permissions. Get started fast with Docker and our install.sh AgentCloud <div align="center"> <p>AgentCloud is an open-source platform enabling companies to build and deploy private LLM chat apps (like ChatGPT), empowering teams to securely interact with their data.</p> $1 $1 $1 $1 $1 </div> <p align="center"> <br /> <a href="https://docs.agentcloud.dev/documentation/get-started/quickstart" rel="dofollow"><strong>Explore our docs »</strong></a> <br /> <br/> <a href="https://doc

Full README

AgentCloud Logo

AgentCloud

<div align="center"> <p>AgentCloud is an open-source platform enabling companies to build and deploy private LLM chat apps (like ChatGPT), empowering teams to securely interact with their data.</p>

Number of GitHub issues that are open Number of GitHub stars Number of GitHub pull requests that are open GitHub license which is GNU Affero General Public License Follow us on X, formerly Twitter Let's Chat on Discord

</div> <p align="center"> <br /> <a href="https://docs.agentcloud.dev/documentation/get-started/quickstart" rel="dofollow"><strong>Explore our docs »</strong></a> <br /> <br/> <a href="https://docs.agentcloud.dev/documentation/get-started/quickstart">Quickstart with AgentCloud</a> · <a href="https://docs.agentcloud.dev/documentation/get-started/quickstart">Run Locally</a> · <a href="https://docs.agentcloud.dev/documentation/get-started/demo-chat-rag-bigquery">Tutorial - RAG Google Bigquery</a> · <a href="https://www.agentcloud.dev/blog">Start Reading Blog</a> </p> <br /> <p align="center"> <a href="https://youtu.be/POLdnrjsy9c?si=o88WMNHXEYkIiW0k" target="_blank"> <img src="https://github.com/rnadigital/agentcloud/blob/master/webapp/public/images/agent-cloud-introduction-RAG-google-gigquery-youtube.png"> </a> </p> <p align="center"> </p>

Introduction

Welcome to agentcloud. This project comprises three main components:

  1. Agent Backend: A Python application running crewai, communicating LLM messages through socket.io
  2. Webapp: A UI built using next.js, tailwind, and an express custom server.
  3. Vector Proxy: A Rust application which communicates with Qdrant vector Database

Getting Started.

To run this project locally, follow these steps:

  1. Clone the repository: git clone https://github.com/rnadigital/agentcloud.git
  2. Install Docker: Install Docker
  3. Start Services:

    • For Mac & Linux: Run the following command:

      chmod +x install.sh && ./install.sh

    • Follow the prompts or provide command-line arguments as needed.

~$ ./install.sh --help

Usage: ./install.sh [options]

Note: By default, vector-db-proxy `cargo build`'s without the `--release` flag, for faster builds during development.
      To change this, set RELEASE=true` in your env before running install i.e `RELEASE=true ./install.sh ...`.

Options:

    -h, --help                       Display this help message.

    --kill-webapp-next               Kill webapp after startup (for developers)
    --kill-vector-db-proxy           Kill vector-db-proxy after startup (for developers)
    --kill-agent-backend             Kill agent-backend after startup (for developers)

    --project-id ID                  (OPTIONAL) Specify a GCP project ID (for Secret Manager, GCS, etc)
    --service-account-json PATH      (OPTIONAL) Specify the file path of your GCP service account json.
    --gcs-bucket-name NAME           (OPTIONAL) Specify the GCS bucket name to use.
    --gcs-bucket-location LOCATION   (OPTIONAL) Specify the GCS bucket location.
  • For Windows: (Coming soon...)

Tutorials

How to Build a RAG Chatbot Using Agent Cloud and PostgreSQL<br> How to Build a RAG Chatbot Using Agent Cloud and BigQuery<br> How to Build a RAG Chatbot Using Agent Cloud and MongoDB<br> How to Build a RAG Chatbot with Agent Cloud and Google Sheets<br>

Comparisons

Agent Cloud vs CrewAI<br> Agent Cloud VS OpenAI<br> Agent Cloud vs Qdrant<br> Agent Cloud VS Google Cloud Agents<br>

Documentation

Documentation is available at Agent Cloud - Talk to Your Data

Public Roadmap

Check out our roadmap to stay updated on recently released features and learn about what's coming next.

License

This project is licensed under the GNU Affero General Public License, version 3 only.

Changelog

See CHANGELOG.md for the list of changes in each version.

Contributions & Feedback

If you wish to contribute or provide feedback, please follow the contribution guidelines in CONTRIBUTING.md.

We welcome contributions and feedback from the community. Thank you for exploring agentcloud!

And If you find AgentCloud useful, please consider giving us a star ⭐ on GitHub. Your support helps us continue to innovate and deliver exciting features.

Contract & API

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

MissingGITHUB REPOS

Endpoints

Dossier APISnapshot APIContract APITrust API

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

OpenClaw: 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/crewai-rnadigital-agentcloud/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/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.

Self-declaredprotocol-neighbors
Github ReposUpdated 6mo agoRank 70

activepieces

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

OPENCLAW
Github ReposUpdated 6mo agoRank 70

cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants.

MCPOPENCLAW
Github ReposUpdated 6mo agoRank 70

AionUi

Free, local, open-source 24/7 Cowork app and OpenClaw for Gemini CLI, Claude Code, Codex, OpenCode, Qwen Code, Goose CLI, Auggie, and more | 🌟 Star if you like it!

MCPOPENCLAW
Github ReposUpdated 7mo agoRank 70

CopilotKit

The Frontend for Agents & Generative UI. React + Angular

OPENCLAW
Agent hubMore from this sourceOpenClaw agents
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/crewai-rnadigital-agentcloud/snapshot",
    "contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/contract",
    "trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/trust"
  },
  "curlExamples": [
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/snapshot\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/contract\"",
    "curl -s \"https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "OPENCLEW"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_REPOS",
      "generatedAt": "2026-10-09T09:47:03.843Z"
    }
  },
  "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": "OPENCLEW",
      "type": "protocol",
      "support": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "crewai",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "multi-agent",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}

Facts JSON

[
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Rnadigital",
    "href": "https://github.com/rnadigital/agentcloud",
    "sourceUrl": "https://github.com/rnadigital/agentcloud",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T08:38:24.401Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "OpenClaw",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/contract",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-10-09T08:38:24.401Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "688 GitHub stars",
    "href": "https://github.com/rnadigital/agentcloud",
    "sourceUrl": "https://github.com/rnadigital/agentcloud",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-10-09T08:38:24.401Z",
    "isPublic": true
  },
  {
    "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": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/trust",
    "sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-rnadigital-agentcloud/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
  }
]

Sponsored

Ads related to agentcloud and adjacent AI workflows.