{
  "id": "01-the-swarm",
  "slug": "the-swarm",
  "normalized_name": "the swarm",
  "name": "The Swarm",
  "vendor_url": "theswarm.com",
  "category": "data-enrichment",
  "what_it_does": "A professional data and relationship-intelligence platform (500M+ profiles, 50M+ companies) whose differentiator is network mapping - warm-introduction paths, shared work history, education, and investor connections across a team's or partner org's combined network - plus job-change and funding signals, via REST API and a Network Mapper API.",
  "ai_features": "Not independently assessed in this pass - the docs describe relationship-graph mapping and signal data; no explicit LLM/ML methodology claims were evaluated.",
  "mcp_status": "official",
  "mcp_url": "https://bee.theswarm.com/mcp (docs: https://docs.theswarm.com)",
  "mcp_auth": "OAuth via personal Swarm login (native Claude and ChatGPT app connectors) or team API key via x-api-key header for any MCP client supporting custom headers",
  "api_gate": "paid",
  "revops_role": "Relationship-intelligence layer over the account list - who on the team or in partner networks can open a door into a target account - feeding targeting and warm outreach rather than cold contact lookup.",
  "tier": "RESEARCHED",
  "last_checked": "2026-08-25",
  "sources": "https://docs.theswarm.com/docs/getting-started/introduction, https://docs.theswarm.com/docs/mcp/overview",
  "notes": "MCP is read-only, respects workspace permissions, credit-based at 1 credit per successful search (empty searches free), available to Owner/Admin/Contributor roles. No public pricing; sales-led. Cross-reference - Commsor was folded into The Swarm's \"Go-to-Network\" product line (see the Commsor entry in 15-community-dark-social.md). Entry added 2026-08-25 from Drew's pointer; a fuller verification pass belongs to the coverage sweep.",
  "mcp_status_bucket": "official",
  "api_gate_bucket": "paid",
  "mcp_urls": [
    "https://bee.theswarm.com/mcp",
    "https://docs.theswarm.com"
  ],
  "source_urls": [
    "https://docs.theswarm.com/docs/getting-started/introduction",
    "https://docs.theswarm.com/docs/mcp/overview"
  ],
  "source_annotations": [],
  "vendor_domain": "theswarm.com",
  "display_name": "The Swarm",
  "docs_url": null,
  "jobs": [
    "discover-warm-intro-paths",
    "track-job-changes",
    "detect-funding-or-news-event"
  ],
  "jobs_tagged_by": "machine-pass",
  "jobs_tagged_on": "2026-08-25",
  "github_url": null,
  "github_stars": null,
  "github_last_commit": null,
  "github_archived": null,
  "github_fetched_on": null,
  "github_candidates": [],
  "docs_digest": null,
  "docs_last_crawled": null,
  "submission": null,
  "mcp_tools": [],
  "mcp_tool_count": 0,
  "mcp_tools_evidence": null,
  "mcp_tools_repo": null,
  "mcp_tools_repo_party": null,
  "mcp_catalog_shape": null,
  "mcp_catalog_note": null,
  "mcp_tools_fetched_on": null,
  "cli_status": "none-found",
  "cli_party": null,
  "cli_binary": null,
  "cli_install": [],
  "cli_login": null,
  "cli_commands_seen": [],
  "cli_docs_url": null,
  "cli_repo": null,
  "cli_packages": [],
  "cli_evidence": null,
  "cli_checked_on": "2026-09-27",
  "github_org": null,
  "github_org_status": "unresolved",
  "github_org_url": null,
  "github_org_evidence": {
    "rule": null,
    "reason": "github candidates were seen but none passed the evidence rules",
    "candidates_rejected": [
      {
        "login": "swarm-lab",
        "from": "rule 3 (The Swarm)",
        "type": "Organization",
        "website": "http://www.theswarmlab.com",
        "rejected": "website theswarmlab.com does not match theswarm.com"
      },
      {
        "login": "swarm-subnet",
        "from": "rule 3 (The Swarm)",
        "type": "Organization",
        "website": "https://swarm124.com/",
        "rejected": "website swarm124.com does not match theswarm.com"
      },
      {
        "login": "cubbit",
        "from": "rule 3 (The Swarm)",
        "type": "Organization",
        "website": "https://www.cubbit.io",
        "rejected": "website cubbit.io does not match theswarm.com"
      },
      {
        "login": "SWARM-Biotactics",
        "from": "rule 3 (The Swarm)",
        "type": "Organization",
        "website": "https://www.swarm-biotactics.com/",
        "rejected": "website swarm-biotactics.com does not match theswarm.com"
      },
      {
        "login": "Prometheus-Swarm",
        "from": "rule 3 (The Swarm)",
        "type": "Organization",
        "website": "PrometheusSwarm.ai",
        "rejected": "website prometheusswarm.ai does not match theswarm.com"
      }
    ]
  },
  "github_org_repos": 0,
  "github_org_repos_mcp": 0,
  "github_org_repos_cli": 0,
  "github_org_latest_activity": null,
  "github_org_recent_repos": [],
  "github_org_checked_on": "2026-09-08",
  "mcp_endpoint": "https://bee.theswarm.com/mcp",
  "mcp_docs_url": null,
  "endpoint_status": "auth-wall",
  "endpoint_http_status": 401,
  "endpoint_last_probed": "2026-09-04",
  "endpoint_wall_note": "This host answered an auth challenge at every path probed, including one that cannot exist, so the 401 proves an auth wall and not a running MCP server. Demoted from live on 2026-09-27.",
  "canonical": true,
  "canonical_id": "01-the-swarm",
  "also_listed_in": [],
  "source_file": "01-data-enrichment.md",
  "source_line": 561,
  "file_index": 29,
  "category_num": "01",
  "category_slug": "data-enrichment",
  "category_label": "Data & Enrichment",
  "heading": "The Swarm",
  "missing_schema_fields": [],
  "extra_fields": {},
  "display_rank": 142
}