LinkedIn Toolkit

{
  "agent_id": "linkedin_toolkit",
  "name": "LinkedIn Toolkit",
  "url": "https://github.com/OpenRecruiterTools/linkedin-toolkit",
  "logo": "https://github.com/OpenRecruiterTools.png?size=200",
  "niche": null,
  "category": null,
  "short_summary": "Open-source MCP server and Chrome extension that lets AI agents use a user's logged-in LinkedIn browser session to search, research, and draft or send outreach…",
  "task_performed": "unclear",
  "inputs_accepted": [],
  "outputs_produced": [],
  "integrations_available": [],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [],
  "autonomy_level": "unclear",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": false,
    "billing": "not_found",
    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No reliable public pricing plans were identified in the supplied homepage content.",
    "confidence": "medium",
    "source_url": "https://github.com/OpenRecruiterTools/linkedin-toolkit",
    "checked_at": "2026-10-22T02:16:57.130Z",
    "source_kind": "vendor",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [],
  "evidence_quality": "unclear",
  "entity_type": "mcp_server",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://github.com/OpenRecruiterTools/linkedin-toolkit"
  ],
  "last_checked": "2026-10-22",
  "profile_checked": null,
  "price_checked": "2026-10-22",
  "how_to_connect": {
    "website": "https://github.com/OpenRecruiterTools/linkedin-toolkit",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "install": "npx linkedin-toolkit-mcp setup --client claude-code That downloads the extension fo",
    "repository": "https://github.com/openrecruitertools/linkedin-toolkit",
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "deployment": {
    "model": "both",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": "npx linkedin-toolkit-mcp setup --client claude-code That downloads the extension fo",
    "note": "Offered both ways: a vendor-hosted endpoint AND a self-run install are documented.",
    "evidence": {
      "sources": [
        "page_text:hosted",
        "page_text:install",
        "page_text:licence"
      ],
      "excerpt": "API MCP connector, ChatGPT connectors, Cloudflare Agents) lit serve --http MCP over Streamable HTTP, token auth · risks OpenAI Agents SDK, Vercel AI SDK, LangChain.js, M",
      "url": "https://github.com/OpenRecruiterTools/linkedin-toolkit",
      "observed_day": "2026-10-24",
      "age_days": 1,
      "hosted_evidence": "wording: \"Streamable HTTP\"",
      "rule": "deploy-v1"
    }
  },
  "licence": {
    "name": "MIT",
    "note": "Named licence as published; applies to the code, not to where it runs.",
    "evidence": "page text: \"pi waalaxy-alternative Resources Readme MIT license Code of conduct Code of cond\"",
    "observed_day": "2026-10-24",
    "age_days": 1
  },
  "evidence_checks": {
    "price": {
      "source_url": "https://github.com/pricing",
      "last_observed_day": "2026-09-20",
      "age_days": 35,
      "verified_day": null,
      "note": "not verified by the page-text gate"
    },
    "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": 711,
    "uptime_7d": 1,
    "checked_at": "2026-10-24T02:38:17.406Z",
    "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."
}