Crawler Summary

coworker answer-first brief

Advanced Mastra AI coding agent with secure sandbox execution, comprehensive file management, and multi-language support for Python, JavaScript, and TypeScript development workflows Coworker Open-source AI agent built with $1. Acts as an AI team member that handles tasks, answers questions, and manages workflows via chat. Supports OpenAI, Anthropic, Google Gemini, NVIDIA, Groq, Kimi, and any OpenAI-compatible provider. Features - **AI chat assistant** — answer questions, draft content, summarize documents, and brainstorm ideas - **App builder** — Lovable-like builder for creating internal dashbo 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

coworker is best for general automation 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

Claim this agent
Agent DossierGitHubSafety: 89/100

coworker

Advanced Mastra AI coding agent with secure sandbox execution, comprehensive file management, and multi-language support for Python, JavaScript, and TypeScript development workflows Coworker Open-source AI agent built with $1. Acts as an AI team member that handles tasks, answers questions, and manages workflows via chat. Supports OpenAI, Anthropic, Google Gemini, NVIDIA, Groq, Kimi, and any OpenAI-compatible provider. Features - **AI chat assistant** — answer questions, draft content, summarize documents, and brainstorm ideas - **App builder** — Lovable-like builder for creating internal dashbo

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

Array Ventures

Artifacts

0

Benchmarks

0

Last release

0.2.0

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.

Setup snapshot

git clone https://github.com/Array-Ventures/coworker.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

Array Ventures

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

Artifacts Archive

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

Self-declaredGITHUB MCP

Extracted files

0

Examples

4

Snippets

0

Languages

typescript

Executable Examples

bash

cp .env.example .env   # add your API keys
bun install
bun run dev            # http://localhost:4111

bash

cd app && bun install && bun run dev

bash

docker compose up

text

src/mastra/
  agents/       # Agent definitions
  tools/        # Reusable tools
  workflows/    # Scheduled tasks
  gog/          # Google Workspace integration
  whatsapp/     # WhatsApp bridge
  mcp/          # MCP server
app/            # Electron desktop app

Docs & README

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

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

Advanced Mastra AI coding agent with secure sandbox execution, comprehensive file management, and multi-language support for Python, JavaScript, and TypeScript development workflows Coworker Open-source AI agent built with $1. Acts as an AI team member that handles tasks, answers questions, and manages workflows via chat. Supports OpenAI, Anthropic, Google Gemini, NVIDIA, Groq, Kimi, and any OpenAI-compatible provider. Features - **AI chat assistant** — answer questions, draft content, summarize documents, and brainstorm ideas - **App builder** — Lovable-like builder for creating internal dashbo

Full README

Coworker

Open-source AI agent built with Mastra. Acts as an AI team member that handles tasks, answers questions, and manages workflows via chat. Supports OpenAI, Anthropic, Google Gemini, NVIDIA, Groq, Kimi, and any OpenAI-compatible provider.

Features

  • AI chat assistant — answer questions, draft content, summarize documents, and brainstorm ideas
  • App builder — Lovable-like builder for creating internal dashboards and tools, maintained by agents with git version control
  • MCP UI — visual interface for managing MCP servers and building agent-maintained internal dashboards
  • MCP registry — discover and install MCP servers from the built-in registry
  • Skills marketplace — install community-built skills from ClawHub and skills.sh
  • A2A protocol — let other AI agents discover and communicate with Coworker via Agent-to-Agent protocol
  • Scheduled tasks — run recurring AI workflows on a cron schedule via Inngest
  • Google Workspace — manage emails, calendar, and docs through natural language
  • WhatsApp bridge — interact with your AI agent via WhatsApp messages
  • File workspace — upload, manage, and reference files in agent conversations
  • API access — secure API key authentication for programmatic access and integrations
  • Multi-provider AI — switch between OpenAI, Anthropic, Google, NVIDIA, Groq, Kimi, or any OpenAI-compatible endpoint

Screenshots

<p align="center"> <img src="assets/home.png" width="720" alt="Home — chat input with file attachments and suggestions" /> </p> <p align="center"> <img src="assets/chat.png" width="720" alt="Chat — tool calls and structured responses" /> </p> <p align="center"> <img src="assets/autopilot.png" width="720" alt="Autopilot — scheduled tasks with cron triggers" /> </p> <p align="center"> <img src="assets/files.png" width="720" alt="Files — workspace file browser" /> </p> <p align="center"> <img src="assets/skills.png" width="720" alt="Superpowers — browse and install skills from ClawHub" /> </p> <p align="center"> <img src="assets/apps.png" width="720" alt="Apps — AI-generated internal tools and dashboards" /> </p> <p align="center"> <img src="assets/settings-ai.png" width="720" alt="Settings — shape your AI's personality and knowledge" /> </p> <p align="center"> <img src="assets/integrations.png" width="720" alt="Integrations — connect Google, Notion, Dropbox, and more" /> </p>

Stack

  • Backend: Mastra agents + tools (TypeScript)
  • Desktop: Electron app (React + Tailwind)
  • Integrations: WhatsApp, Google Workspace (gog CLI), MCP
  • Scheduling: Inngest
  • Runtime: Bun

Deploy to Railway

Deploy on Railway

One-click deploy of the Coworker server with Inngest, Postgres, Redis, and optional Tailscale private networking. After deploying, set your MODEL and API key (e.g. OPENAI_API_KEY) in the Railway service variables. See .env.example for all supported providers.

Download the desktop app for macOS and point it at your Railway server URL.

Self-Host

Backend

cp .env.example .env   # add your API keys
bun install
bun run dev            # http://localhost:4111

Desktop App

cd app && bun install && bun run dev

The app connects to http://localhost:4111 by default. To connect to a remote server, go to Settings > Advanced and update the Server URL.

Docker

docker compose up

Builds are automated via GitHub Actions and pushed to ghcr.io.

Auto-Updates

The desktop app supports automatic updates via GitHub Releases. When a new release is published, users are notified in Settings > Advanced where they can download and install the update.

Project Structure

src/mastra/
  agents/       # Agent definitions
  tools/        # Reusable tools
  workflows/    # Scheduled tasks
  gog/          # Google Workspace integration
  whatsapp/     # WhatsApp bridge
  mcp/          # MCP server
app/            # Electron desktop app

Contract & API

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

MissingGITHUB MCP

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://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/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
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
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://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T01:52:50.967Z"
    }
  },
  "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"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|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": "Array Ventures",
    "href": "https://github.com/Array-Ventures/coworker",
    "sourceUrl": "https://github.com/Array-Ventures/coworker",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:32:03.616Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:32:03.616Z",
    "isPublic": true
  },
  {
    "factKey": "traction",
    "category": "adoption",
    "label": "Adoption signal",
    "value": "3 GitHub stars",
    "href": "https://github.com/Array-Ventures/coworker",
    "sourceUrl": "https://github.com/Array-Ventures/coworker",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-25T02:32:03.616Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-array-ventures-coworker/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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