Refresh v2026-09-13
Browse files- README.md +3 -3
- manifest.json +4 -4
- registry_daily.parquet +2 -2
- servers.parquet +2 -2
README.md
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@@ -26,7 +26,7 @@ every server tracked across the five major MCP registries — the Official MCP R
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Glama, Smithery, mcp.so, and PulseMCP — deduplicated to canonical entities, with
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per-registry membership and daily registry growth series.
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- **Current version:** v2026-09-
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- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) — free to use
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with attribution to [mcptoplist.com](https://mcptoplist.com)
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- **Refresh cadence:** daily (~04:30 UTC, after the overnight registry syncs settle); each day is one commit, so any past day is retrievable from the repo history
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@@ -43,7 +43,7 @@ they are listed, and how each registry has grown over time.
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## Files
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### `servers.parquet` — 127,
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Registries list the same server under different names and keys; rows here are
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**canonical entities** after cross-registry deduplication (repository-URL and
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@@ -66,7 +66,7 @@ package-identifier resolution, plus rename tracking).
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| `repo_stars_current` | int | GitHub stars, snapshot at generation time. |
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| `mcptoplist_rank` | int | The server's position in the mcptoplist.com ranking (1 = top), exactly as published on the site at generation time; null for servers the site does not rank. The underlying score, its components and weights are not part of the dataset — see <https://mcptoplist.com/methodology>. |
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### `registry_daily.parquet` —
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| Column | Type | Description |
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|---|---|---|
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Glama, Smithery, mcp.so, and PulseMCP — deduplicated to canonical entities, with
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| 27 |
per-registry membership and daily registry growth series.
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+
- **Current version:** v2026-09-13 (generated 2026-09-13)
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- **License:** [CC BY 4.0](https://creativecommons.org/licenses/by/4.0/) — free to use
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with attribution to [mcptoplist.com](https://mcptoplist.com)
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- **Refresh cadence:** daily (~04:30 UTC, after the overnight registry syncs settle); each day is one commit, so any past day is retrievable from the repo history
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## Files
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### `servers.parquet` — 127,764 rows, one per canonical server
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Registries list the same server under different names and keys; rows here are
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**canonical entities** after cross-registry deduplication (repository-URL and
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| `repo_stars_current` | int | GitHub stars, snapshot at generation time. |
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| `mcptoplist_rank` | int | The server's position in the mcptoplist.com ranking (1 = top), exactly as published on the site at generation time; null for servers the site does not rank. The underlying score, its components and weights are not part of the dataset — see <https://mcptoplist.com/methodology>. |
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### `registry_daily.parquet` — 705 rows, one per source × day
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| Column | Type | Description |
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|---|---|---|
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manifest.json
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@@ -1,12 +1,12 @@
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{
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-
"version": "v2026-09-
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"generated_at": "2026-09-
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"license": "CC-BY-4.0",
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"source": "https://mcptoplist.com",
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"files": [
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{
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"name": "servers.parquet",
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"rows":
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"columns": [
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"canonical_server_key",
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"name",
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@@ -26,7 +26,7 @@
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},
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{
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"name": "registry_daily.parquet",
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"rows":
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"columns": [
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"source",
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"date",
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{
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"version": "v2026-09-13",
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"generated_at": "2026-09-13T04:17:57.453159+00:00",
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"license": "CC-BY-4.0",
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"source": "https://mcptoplist.com",
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"files": [
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{
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"name": "servers.parquet",
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"rows": 127764,
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"columns": [
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"canonical_server_key",
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"name",
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},
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{
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"name": "registry_daily.parquet",
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"rows": 705,
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"columns": [
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"source",
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"date",
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registry_daily.parquet
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:6506dce5152e22ee73015b2c932291a3d85b2666aacacdbd6a8d1e1f962b0031
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size 3303
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servers.parquet
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:0f20cc35a76f4f68fc2fa2ad8c36d24a6b5e56b23770c669b7cbe8b07853b051
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size 6022836
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