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Taskflow Agent

↗ github.blog/security/community-powered-security-with-ai-an-open-source-framework-for-security-research official website

Runs automated security research taskflows using AI agents, e.g. fetching a security advisory (GHSA), identifying the source file that caused the vulnerability…

agent
Agentery price verdictNo pricing observed
Billing model—
Last observation25 Oct 2026pricing pages rechecked daily
Website liveness24 Oct 2026alive · separate from pricing

What it does

The specific capability behind this listing, and where to get it.

Runs automated security research taskflows using AI agents, e.g. fetching a security advisory (GHSA), identifying the source file that caused the vulnerability, and auditing the code for similar bugs (variant analysis)

YAML taskflow files, natural language user prompts, GitHub repositories, security advisories (GHSA IDs), command-line arguments → Security analysis findings, identified vulnerable file paths and functions, audit results stored in memory cache
Model Context Protocol (MCP)CodeQLGitHub Models APIGitHub APIGitHub CodespacesPyPIDockerMCPAPIautonomy: workflow automation
Price status · observed daily

No public commercial pricing observed.

No price does not imply the product is free. Any code-host platform pricing is excluded.

Is Taskflow Agent good value?

Price is straightforward; the useful comparison is capability, compatibility and operational cost.

No price benchmark

No public commercial pricing observed.

Agentery has not observed a public price for this provider. No price does not mean free.

Observed commercial pricenone
NicheAgent Framework Open Source
Price benchmarknot applicable
What to compare instead

Check capability before deciding

Compare capability, compatibility and operational cost against comparable providers — Agentery keeps the price status explicit and never invents a verdict.

View the full niche →

Taskflow Agent's local market

Nearest products by what they do — a different cohort from the buyer-tier benchmark above.

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See the MCP response behind this page · get_provider_profile()
See the MCP response behind this pageget_provider_profile (get_agent_profile remains a callable alias)
{
  "agent_id": "taskflow_agent",
  "name": "Taskflow Agent",
  "url": "https://github.blog/security/community-powered-security-with-ai-an-open-source-framework-for-security-research",
  "logo": "https://agentery.com/logos/CP-7YNCXD-256.png",
  "niche": "agent-framework-open-source",
  "category": "developer-tools-infra",
  "short_summary": "Runs automated security research taskflows using AI agents, e.g. fetching a security advisory (GHSA), identifying the source file that caused the vulnerability…",
  "task_performed": "Runs automated security research taskflows using AI agents, e.g. fetching a security advisory (GHSA), identifying the source file that caused the vulnerability, and auditing the code for similar bugs (variant analysis)",
  "inputs_accepted": [
    "YAML taskflow files",
    "natural language user prompts",
    "GitHub repositories",
    "security advisories (GHSA IDs)",
    "command-line arguments"
  ],
  "outputs_produced": [
    "Security analysis findings",
    "identified vulnerable file paths and functions",
    "audit results stored in memory cache"
  ],
  "integrations_available": [
    "Model Context Protocol (MCP)",
    "CodeQL",
    "GitHub Models API",
    "GitHub API",
    "GitHub Codespaces",
    "PyPI",
    "Docker"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "API"
  ],
  "industry_fit": [
    "developer tools / security research"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "sometimes required",
  "pricing_model": "free",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "The page describes an open-source security research framework but provides no public product pricing.",
    "confidence": "medium",
    "source_url": "https://github.blog/security/community-powered-security-with-ai-an-open-source-framework-for-security-research",
    "checked_at": "2026-10-20T03:08:47.989Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "GitHub Security Lab",
    "open source framework",
    "used internally and with GitHub Secure Open Source Fund participants"
  ],
  "evidence_quality": "high",
  "entity_type": "agent",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.blog/security/community-powered-security-with-ai-an-open-source-framework-for-security-research",
    "https://agentpatterns.ai/workflows/ai-powered-vulnerability-triage/",
    "https://github.blog/security/community-powered-security-with-ai-an-open-source-framework-for-security-research/"
  ],
  "last_checked": "2026-10-20",
  "profile_checked": "2026-06-17",
  "price_checked": "2026-10-20",
  "how_to_connect": {
    "website": "https://github.blog/security/community-powered-security-with-ai-an-open-source-framework-for-security-research",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 1307,
    "uptime_7d": 1,
    "checked_at": "2026-10-24T02:45:03.738Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}