{
  "id": "03-fireflies-ai",
  "slug": "fireflies-ai",
  "normalized_name": "fireflies ai",
  "name": "Fireflies.ai",
  "vendor_url": "fireflies.ai",
  "category": "conversation-intel",
  "what_it_does": "Records and transcribes meetings and exposes the data through an open GraphQL API and an in-app AI assistant (\"AskFred\") for summaries, search, and CRM writeback.",
  "ai_features": "Meeting summarization, AskFred conversational Q&A over transcript history, action-item extraction. \"AI credits\" gate some advanced AI actions even on paid plans; core transcription is ASR/automation.",
  "mcp_status": "official",
  "mcp_url": "https://api.fireflies.ai/mcp ; https://guide.fireflies.ai/articles/8272956938-learn-about-the-fireflies-mcp-server-model-context-protocol (server endpoint https://api.fireflies.ai/mcp)",
  "mcp_auth": "OAuth (Google/Microsoft, recommended) or manual API key for Claude Desktop and other MCP clients.",
  "api_gate": "free (probable, not fully confirmed). The GraphQL API key is generated from Account → Integrations with no plan restriction stated in Fireflies' own quickstart docs, and multiple secondary sources report API access on every tier including free - but no primary Fireflies source explicitly states \"the free tier includes API access,\" so treat as probable rather than certain.",
  "revops_role": "Low-friction, developer-accessible conversation-data layer - the clearest solo-operator-friendly option among the recording-based tools.",
  "tier": "RESEARCHED",
  "last_checked": "2026-09-07",
  "sources": "https://docs.fireflies.ai/getting-started/introduction, https://docs.fireflies.ai/getting-started/quickstart, https://guide.fireflies.ai/articles/8272956938-learn-about-the-fireflies-mcp-server-model-context-protocol, https://guide.fireflies.ai/articles/3734844560-learn-about-the-fireflies-pricing-plans, https://api.fireflies.ai/mcp",
  "notes": "This is the Gong-vs-Fireflies contrast the directory is built to surface: an open, self-serve GraphQL API plus an official MCP server, versus Gong's sales-gated everything. 2026-09-07: https://api.fireflies.ai/mcp returned 401 to an MCP initialize POST (https://api.fireflies.ai/mcp).",
  "mcp_status_bucket": "official",
  "api_gate_bucket": "free",
  "mcp_urls": [
    "https://api.fireflies.ai/mcp",
    "https://guide.fireflies.ai/articles/8272956938-learn-about-the-fireflies-mcp-server-model-context-protocol"
  ],
  "source_urls": [
    "https://docs.fireflies.ai/getting-started/introduction",
    "https://docs.fireflies.ai/getting-started/quickstart",
    "https://guide.fireflies.ai/articles/8272956938-learn-about-the-fireflies-mcp-server-model-context-protocol",
    "https://guide.fireflies.ai/articles/3734844560-learn-about-the-fireflies-pricing-plans",
    "https://api.fireflies.ai/mcp"
  ],
  "source_annotations": [],
  "vendor_domain": "fireflies.ai",
  "display_name": "Fireflies.ai",
  "docs_url": null,
  "jobs": [
    "fetch-call-transcript",
    "search-call-library",
    "summarize-meeting",
    "write-crm-records"
  ],
  "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": [
    {
      "name": "get_transcript",
      "description": "Retrieve a full transcript using transcriptId",
      "required_params": [
        "transcriptId"
      ],
      "evidence": "docs",
      "repo_party": null,
      "source_party": "vendor",
      "risk": "read"
    },
    {
      "name": "get_transcripts",
      "description": "Search across past transcripts with filters",
      "required_params": [],
      "evidence": "docs",
      "repo_party": null,
      "source_party": "vendor",
      "risk": "read"
    },
    {
      "name": "get_user",
      "description": "Returns your user profile info",
      "required_params": [],
      "evidence": "docs",
      "repo_party": null,
      "source_party": "vendor",
      "risk": "read"
    }
  ],
  "mcp_tool_count": 3,
  "mcp_tools_evidence": "docs",
  "mcp_tools_repo": null,
  "mcp_tools_repo_party": null,
  "mcp_catalog_shape": "fixed",
  "mcp_catalog_note": null,
  "mcp_tools_fetched_on": "2026-09-27",
  "cli_status": "community",
  "cli_party": "third",
  "cli_binary": "fireflies",
  "cli_install": [
    {
      "cmd": "npm install -g @cli4ai/fireflies",
      "manager": "npm",
      "source_url": "https://www.npmjs.com/package/@cli4ai/fireflies",
      "party": "third",
      "fetched_on": "2026-09-27"
    },
    {
      "cmd": "npm install -g fireflies-export",
      "manager": "npm",
      "source_url": "https://www.npmjs.com/package/fireflies-export",
      "party": "third",
      "fetched_on": "2026-09-27"
    },
    {
      "cmd": "pip install fireflies-cli",
      "manager": "pypi",
      "source_url": "https://pypi.org/project/fireflies-cli/",
      "party": "third",
      "fetched_on": "2026-09-27"
    }
  ],
  "cli_login": null,
  "cli_commands_seen": [],
  "cli_docs_url": null,
  "cli_repo": null,
  "cli_packages": [
    {
      "kind": "npm",
      "package": "@cli4ai/fireflies",
      "version": "1.0.11",
      "party": "third",
      "url": "https://www.npmjs.com/package/@cli4ai/fireflies"
    },
    {
      "kind": "npm",
      "package": "fireflies-export",
      "version": "0.1.6",
      "party": "third",
      "url": "https://www.npmjs.com/package/fireflies-export"
    },
    {
      "kind": "pypi",
      "package": "fireflies-cli",
      "version": "0.1.0",
      "party": "third",
      "url": "https://pypi.org/project/fireflies-cli/"
    },
    {
      "kind": "pypi",
      "package": "fireflies-cli",
      "version": "0.1.0",
      "party": "third",
      "url": "https://pypi.org/project/fireflies-cli/"
    }
  ],
  "cli_evidence": "npm",
  "cli_checked_on": "2026-09-27",
  "github_org": "firefliesai",
  "github_org_status": "resolved",
  "github_org_url": "https://github.com/firefliesai",
  "github_org_evidence": {
    "rule": "rule 3",
    "url": "search q=fireflies",
    "matched_domain": "fireflies.ai",
    "via": "website",
    "detail": "account website https://fireflies.ai has the vendor's domain",
    "confidence": "strong",
    "candidates_rejected": []
  },
  "github_org_repos": 11,
  "github_org_repos_mcp": 0,
  "github_org_repos_cli": 0,
  "github_org_latest_activity": "2026-07-16T15:13:27Z",
  "github_org_recent_repos": [
    {
      "name": "n8n-nodes-fireflies",
      "url": "https://github.com/firefliesai/n8n-nodes-fireflies",
      "kind": "plugin-or-integration",
      "description": null,
      "stars": 3,
      "pushed_at": "2026-07-16",
      "latest_release": "v2.2.2"
    },
    {
      "name": "fireflies-node-sdk",
      "url": "https://github.com/firefliesai/fireflies-node-sdk",
      "kind": "sdk",
      "description": null,
      "stars": 2,
      "pushed_at": "2026-06-10",
      "latest_release": null
    },
    {
      "name": "schema-forge",
      "url": "https://github.com/firefliesai/schema-forge",
      "kind": "other",
      "description": "Transform TypeScript classes into JSON Schema definitions with automatic support for OpenAI, Anthropic, and Google Gemini function calling (tool) formats",
      "stars": 4,
      "pushed_at": "2026-05-18",
      "latest_release": null
    },
    {
      "name": ".github",
      "url": "https://github.com/firefliesai/.github",
      "kind": "other",
      "description": null,
      "stars": 0,
      "pushed_at": "2025-12-20",
      "latest_release": null
    },
    {
      "name": "public-helm-charts",
      "url": "https://github.com/firefliesai/public-helm-charts",
      "kind": "infra",
      "description": null,
      "stars": 0,
      "pushed_at": "2025-12-15",
      "latest_release": "redis-cluster-13.0.4"
    }
  ],
  "github_org_checked_on": "2026-09-08",
  "mcp_endpoint": null,
  "mcp_docs_url": null,
  "endpoint_status": "unreachable",
  "endpoint_http_status": null,
  "endpoint_last_probed": "2026-09-04",
  "endpoint_wall_note": null,
  "canonical": true,
  "canonical_id": "03-fireflies-ai",
  "also_listed_in": [],
  "source_file": "03-conversation-intel.md",
  "source_line": 87,
  "file_index": 4,
  "category_num": "03",
  "category_slug": "conversation-intel",
  "category_label": "Conversation Intel",
  "heading": "Fireflies.ai",
  "missing_schema_fields": [],
  "extra_fields": {},
  "display_rank": 21
}