{
  "schema_version": 1,
  "audited_at": "2026-08-04T17:54:31.247Z",
  "status": "dated_sample_not_ecosystem_estimate",
  "sources": {
    "registry_api": "https://registry.modelcontextprotocol.io/v0.1/servers",
    "registry_query": "limit=100&version=latest, traversed to the final cursor",
    "github_api": "https://api.github.com/graphql"
  },
  "methodology": {
    "population": "Latest active MCP Registry records with a repository URL that is exactly a GitHub owner/repository URL.",
    "unit": "Unique declared GitHub repository mapping; duplicate repository URLs are counted once.",
    "sampling": "Select the 200 lowest SHA-256 hashes of seed + NUL + normalized repository from the complete eligible frame.",
    "seed": "mcpqueen-repository-mobility-2026-08-04-v1",
    "classification": "GitHub GraphQL repository lookup at audit time. Null is unavailable; disabled and archived are labeled directly; a different canonical name is renamed_or_transferred.",
    "limitations": "This deterministic sample measures repository-reference state at one timestamp. It is not a representative estimate of all MCP servers, does not establish why a repository moved, and does not measure endpoint availability, code quality, security, or maintainer intent."
  },
  "frame": {
    "registry_pages": 201,
    "latest_records": 20014,
    "latest_active_records": 19802,
    "active_github_mappings": 15929,
    "unique_active_github_repositories": 14408,
    "sample_size": 200
  },
  "summary": {
    "stable_at_declared_location": 158,
    "not_stable_at_declared_location": 42,
    "percent_not_stable_at_declared_location": 21,
    "classifications": {
      "active_at_declared_location": 158,
      "archived": 1,
      "renamed_or_transferred": 7,
      "unavailable": 34
    }
  },
  "results": [
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      "declared_repository": "tierproxy/python-sdk",
      "classification": "active_at_declared_location",
      "canonical_repository": "tierproxy/python-sdk",
      "canonical_url": "https://github.com/tierproxy/python-sdk",
      "pushed_at": "2026-05-19T05:21:06Z",
      "sample_hash": "0002f23798ffa783efbacbe1bb2bd004301b2eb7035043da786a5628f828a5b0"
    },
    {
      "server_name": "io.github.rnaga/wp-mcp",
      "declared_repository": "rnaga/wp-mcp",
      "classification": "active_at_declared_location",
      "canonical_repository": "rnaga/wp-mcp",
      "canonical_url": "https://github.com/rnaga/wp-mcp",
      "pushed_at": "2026-07-22T23:43:50Z",
      "sample_hash": "0011d565782ecd06524c6a12154449870754171f3c2548cd747eb4abe16fbda4"
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    {
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      "classification": "active_at_declared_location",
      "canonical_repository": "rogermsc/darwin-memo",
      "canonical_url": "https://github.com/rogermsc/darwin-memo",
      "pushed_at": "2026-08-04T17:12:40Z",
      "sample_hash": "0012516b783f9c300ce6691a3b58174ca94736930499abd58c662724883aa443"
    },
    {
      "server_name": "io.github.jaimenbell/mcp-factory",
      "declared_repository": "jaimenbell/MCP-Factory",
      "classification": "active_at_declared_location",
      "canonical_repository": "jaimenbell/mcp-factory",
      "canonical_url": "https://github.com/jaimenbell/mcp-factory",
      "pushed_at": "2026-07-31T22:09:23Z",
      "sample_hash": "0016091048a60d4a48e9da37904a34adbf9d23cc688703e3ca0a24644faafb16"
    },
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      "server_name": "org.snapforge/snapforge",
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      "canonical_repository": "sporty303/snapforge-mcp",
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    },
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      "sample_hash": "001da83c6643f7a068283ce4de42df8ed17dbffaf16560c65db6563e191b8d02"
    },
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      "classification": "active_at_declared_location",
      "canonical_repository": "gener8v/gener8v.mcp.geographic-data",
      "canonical_url": "https://github.com/gener8v/gener8v.mcp.geographic-data",
      "pushed_at": "2026-04-16T19:19:47Z",
      "sample_hash": "0025f8961294e51637015165a20e8f6b0bf6ef22e141e4cc08fa863c99910436"
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      "declared_repository": "Apex-Foundation/copilot-mcp",
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      "canonical_repository": "Apex-Foundation/copilot-mcp",
      "canonical_url": "https://github.com/Apex-Foundation/copilot-mcp",
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      "canonical_repository": "NeuZhou/stratevo",
      "canonical_url": "https://github.com/NeuZhou/stratevo",
      "pushed_at": "2026-04-18T00:35:47Z",
      "sample_hash": "002c267ec6bf913ea33b546c0267ba9881d367b8705c2d4f3dcc7492a0d6332e"
    },
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      "canonical_repository": "jdw2111/propraven-mcp",
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      "canonical_repository": "sebastienrousseau/reconcile-mcp",
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      "declared_repository": "p-l-ta/calendar-mcp",
      "classification": "active_at_declared_location",
      "canonical_repository": "p-l-ta/calendar-mcp",
      "canonical_url": "https://github.com/p-l-ta/calendar-mcp",
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      "sample_hash": "00428553ca7cb759d6b62e6ad128b7b11d99c922f7364d13fd3d389f48f82abe"
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      "canonical_repository": "Digital-Threads/token-pilot",
      "canonical_url": "https://github.com/Digital-Threads/token-pilot",
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    },
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      "declared_repository": "mharnett/mcp-gtm-ga4",
      "classification": "active_at_declared_location",
      "canonical_repository": "mharnett/mcp-gtm-ga4",
      "canonical_url": "https://github.com/mharnett/mcp-gtm-ga4",
      "pushed_at": "2026-07-24T17:54:43Z",
      "sample_hash": "0048296cbda77245b481e1f24d4ad241b7ef6ffb3b362e133ca6718b531b7fa9"
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    {
      "server_name": "app.sentinelx/sentinelx",
      "declared_repository": "pensados/sentinelx-cloud-core",
      "classification": "active_at_declared_location",
      "canonical_repository": "pensados/sentinelx-cloud-core",
      "canonical_url": "https://github.com/pensados/sentinelx-cloud-core",
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      "canonical_repository": "Vrun-design/openflowkit",
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