{
  "id": "07-glama",
  "slug": "glama",
  "normalized_name": "glama",
  "name": "Glama (MCP directory)",
  "vendor_url": "glama.ai",
  "category": "mcp-infrastructure",
  "what_it_does": "A large searchable registry/catalog of open-source MCP servers (77,000+ listed as of this check), filterable by language, hosting type (remote/local/hybrid), capability, and category; also offers separate hosting services.",
  "ai_features": "none - a catalog/search layer, not an AI product.",
  "mcp_status": "n/a (Glama is the directory itself)",
  "mcp_url": "https://glama.ai/mcp/servers",
  "mcp_auth": "Varies per listed server; Glama promotes several \"no API key required\" servers but does not itself broker auth for the catalog as a whole the way Smithery's agent.pw does.",
  "api_gate": "unknown (pricing page referenced but not disclosed in the fetched content)",
  "revops_role": "Useful as a discovery/search tool for finding a self-hosted or community MCP server for a niche need; mainstream GTM/CRM platforms (Salesforce, HubSpot, Slack, Gmail) were not prominently featured in what was surfaced - the catalog skews toward databases, dev tools, and self-hosted/local-first servers.",
  "tier": "RESEARCHED",
  "last_checked": "2026-08-24",
  "sources": "https://glama.ai/mcp/servers, https://glama.ai/api/mcp/openapi.json",
  "notes": "Glama's emphasis on local-first/self-hosted servers makes it a better fit for privacy-conscious infra teams than for someone looking for one-click hosted GTM connectors. [api_gate 2026-08-25] Re-checked and left unknown, honestly: plans are cheap and self-serve (free for open-source MCP servers, then $9/mo Starter, $26/mo Pro, $80/mo Business) and a REST directory API exists whose OpenAPI spec requires bearerAuth on every endpoint, but no loadable Glama page states which plan issues that token; the API reference page is client-rendered and returns nothing to a plain fetch. Checked against https://glama.ai/api/mcp/openapi.json.",
  "mcp_status_bucket": "n-a",
  "api_gate_bucket": "unknown",
  "mcp_urls": [
    "https://glama.ai/mcp/servers"
  ],
  "source_urls": [
    "https://glama.ai/mcp/servers",
    "https://glama.ai/api/mcp/openapi.json"
  ],
  "source_annotations": [],
  "vendor_domain": "glama.ai",
  "display_name": "Glama (MCP directory)",
  "docs_url": null,
  "jobs": [
    "discover-mcp-servers"
  ],
  "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": "community",
  "cli_party": "third",
  "cli_binary": "glama-submit",
  "cli_install": [
    {
      "cmd": "npm install -g glama-submit",
      "manager": "npm",
      "source_url": "https://www.npmjs.com/package/glama-submit",
      "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": "glama-submit",
      "version": "1.0.0",
      "party": "third",
      "url": "https://www.npmjs.com/package/glama-submit"
    }
  ],
  "cli_evidence": "npm",
  "cli_checked_on": "2026-09-27",
  "github_org": "glama-ai",
  "github_org_status": "resolved",
  "github_org_url": "https://github.com/glama-ai",
  "github_org_evidence": {
    "rule": "rule 3",
    "url": "search q=Glama",
    "matched_domain": "glama.ai",
    "via": "website",
    "detail": "account website https://glama.ai/ has the vendor's domain",
    "confidence": "strong",
    "candidates_rejected": []
  },
  "github_org_repos": 3,
  "github_org_repos_mcp": 1,
  "github_org_repos_cli": 0,
  "github_org_latest_activity": "2026-09-04T04:16:03Z",
  "github_org_recent_repos": [
    {
      "name": "tool-definition-quality-score",
      "url": "https://github.com/glama-ai/tool-definition-quality-score",
      "kind": "other",
      "description": "An open framework for scoring how well an MCP tool definition communicates to an AI agent – the Tool Definition Quality Score (TDQS).",
      "stars": 32,
      "pushed_at": "2026-09-04",
      "latest_release": null
    },
    {
      "name": "lightport",
      "url": "https://github.com/glama-ai/lightport",
      "kind": "other",
      "description": "A lightweight AI gateway that makes LLM providers OpenAI-compatible.",
      "stars": 17,
      "pushed_at": "2026-08-16",
      "latest_release": "v2.11.0"
    },
    {
      "name": "rjsf-validator-cfworker",
      "url": "https://github.com/glama-ai/rjsf-validator-cfworker",
      "kind": "other",
      "description": "The @cfworker/json-schema based validator for @rjsf/core",
      "stars": 5,
      "pushed_at": "2026-01-13",
      "latest_release": "v1.0.2"
    }
  ],
  "github_org_checked_on": "2026-09-08",
  "mcp_endpoint": null,
  "mcp_docs_url": null,
  "endpoint_status": "not-applicable",
  "endpoint_http_status": null,
  "endpoint_last_probed": null,
  "endpoint_wall_note": null,
  "canonical": true,
  "canonical_id": "07-glama",
  "also_listed_in": [],
  "source_file": "07-mcp-infrastructure.md",
  "source_line": 122,
  "file_index": 5,
  "category_num": "07",
  "category_slug": "mcp-infrastructure",
  "category_label": "MCP Layer",
  "heading": "Glama",
  "missing_schema_fields": [],
  "extra_fields": {},
  "display_rank": 765
}