Correction: the MCP registry read in this dataset was 2 pages, not complete
Browse filestotals.json said mcp_registry_enumeration_complete: true from 2 pages / 100 entries. A full read on 2026-09-25 walked 359 pages (35,873 latest-version servers). Producer fixed on lane census-frame-20260925. Original bytes at cc1dcf041b9a1f61807e434759bd700be3007b2d.
- CORRECTION.md +82 -0
- README.md +2 -0
- census-frame-2026-09-25/summary.json +154 -0
- totals.json +20 -3
CORRECTION.md
ADDED
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@@ -0,0 +1,82 @@
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| 1 |
+
# Correction: `csoai/agent-interop-census` claims a complete MCP registry read from 2 pages
|
| 2 |
+
|
| 3 |
+
**Status: CORRECTED 2026-09-25.** This dataset now carries this note, a README banner, and `totals.json` with `mcp_registry_enumeration_complete: false`. The original bytes remain at revision `cc1dcf041b9a1f61807e434759bd700be3007b2d`.
|
| 4 |
+
Until it is republished, do not quote any `mcp_registry_*` figure from it as a total.
|
| 5 |
+
|
| 6 |
+
## The published claim
|
| 7 |
+
|
| 8 |
+
`totals.json` in the Hugging Face dataset `csoai/agent-interop-census`, revision
|
| 9 |
+
`cc1dcf041b9a1f61807e434759bd700be3007b2d` (lastModified 2026-09-14T10:48:18Z, `as_of`
|
| 10 |
+
2026-09-14T10:48:11Z), read on 2026-09-25:
|
| 11 |
+
|
| 12 |
+
| field | published value |
|
| 13 |
+
|---|---|
|
| 14 |
+
| `mcp_registry_unique_entries` | `100` |
|
| 15 |
+
| `mcp_registry_pages_read` | `2` |
|
| 16 |
+
| `mcp_registry_stop_reason` | `"cursor exhausted — clean end of registry"` |
|
| 17 |
+
| `mcp_registry_enumeration_complete` | **`true`** |
|
| 18 |
+
| `rows_by_source.modelcontextprotocol-registry` | `100` |
|
| 19 |
+
|
| 20 |
+
The dataset card built from it also says "This build's registry enumeration is COMPLETE".
|
| 21 |
+
|
| 22 |
+
## What was measured
|
| 23 |
+
|
| 24 |
+
| read | when (UTC) | pages | rows | read_state |
|
| 25 |
+
|---|---|---|---|---|
|
| 26 |
+
| survey walk, `version=latest` | 2026-09-25 05:24 to 05:31 | 359 | 35,870 | cursor exhausted |
|
| 27 |
+
| `scripts/census/frame.py`, `version=latest` | 2026-09-25, run of `/evac-bulk/census-frame-2026-09-25/` | 359 | **35,873** | **EXHAUSTED** (every page HTTP 200 with `servers[]` and `metadata{}`; `nextCursor` absent on page 359) |
|
| 28 |
+
|
| 29 |
+
The frame run's page set digest is `60482de9b0b1121b6532d24721d2f2911393816466427bb734d11c5333d52ffb`
|
| 30 |
+
(sha256 of the 359 page sha256s, one per line, in order). The raw pages are kept on
|
| 31 |
+
oracle-micro-2 under `/evac-bulk/census-frame-2026-09-25/raw/mcp-registry/`.
|
| 32 |
+
|
| 33 |
+
**The units differ, so this note does not state a ratio.** The published figure counts
|
| 34 |
+
`(name, version)` pairs across all versions. The measured figure counts latest-version servers.
|
| 35 |
+
The all-versions population was **not** re-measured here. Every latest server is one
|
| 36 |
+
`(name, version)` pair, so that population is at least 35,873. That is a floor, not a total.
|
| 37 |
+
What the measurement does settle is that a 2-page, 100-entry read was not a complete read of
|
| 38 |
+
the registry.
|
| 39 |
+
|
| 40 |
+
## The producer, and the fix
|
| 41 |
+
|
| 42 |
+
The published case comes from the collector, `scripts/census/collect-mcp-registry.py`:
|
| 43 |
+
it parsed any JSON body as a page, never checked the HTTP status or the page shape, and
|
| 44 |
+
recorded "no `metadata.nextCursor`" as `cursor exhausted — clean end of registry`. Page 2 added
|
| 45 |
+
no new rows and carried no `nextCursor`. The collector kept no response bodies, so whether page 2
|
| 46 |
+
was an error object or an empty page cannot be recovered. Either way it was not the end.
|
| 47 |
+
|
| 48 |
+
The builder, `scripts/census/build-agent-interop-census.py`, then set
|
| 49 |
+
`mcp_registry_enumeration_complete = stop_reason != "in-progress"`. Under that test every
|
| 50 |
+
non-checkpoint stop counts as complete: a fetch failure, a repeated cursor, or the bounded
|
| 51 |
+
fallback file `/tmp/mcp_census2.json`.
|
| 52 |
+
|
| 53 |
+
Fixed on lane `census-frame-20260925`. Both fixes fail closed:
|
| 54 |
+
|
| 55 |
+
- `collect-mcp-registry.py`: a response counts as a page only if it is HTTP 200, complete
|
| 56 |
+
JSON, and has `servers[]` and `metadata{}`. Anything else stops the walk as PARTIAL. The
|
| 57 |
+
collector now writes `read_state` and `pages_valid` explicitly.
|
| 58 |
+
- `read_state.py` (new): `walk_read_state()` returns EXHAUSTED only if the collector wrote
|
| 59 |
+
`read_state: EXHAUSTED` and `pages_valid == pages`. Legacy files without `read_state`,
|
| 60 |
+
including the one behind the published figures, are PARTIAL. So is the bounded fallback file.
|
| 61 |
+
- `build-agent-interop-census.py` now publishes `mcp_registry_read_state` and derives
|
| 62 |
+
`mcp_registry_enumeration_complete` from it. `mcp_registry_population_total` is null
|
| 63 |
+
unless the read is EXHAUSTED. The same applies to `hf_spaces_read_state`.
|
| 64 |
+
- `collect-hf-spaces.py` had the same failure mode: a non-JSON body or an error object ended
|
| 65 |
+
the loop silently, and a 400-page cap was never reported. It now writes `read_state` too.
|
| 66 |
+
- Tests: `scripts/census/test_frame.py` → `CensusReadState` (the published legacy document
|
| 67 |
+
evaluates to PARTIAL), plus `RegistryWalk.test_error_object_is_not_an_end`.
|
| 68 |
+
|
| 69 |
+
## Other published figures this does not re-measure
|
| 70 |
+
|
| 71 |
+
- `huggingface-spaces: 6,588` came from `search=mcp`. That query differs from the frame's
|
| 72 |
+
`filter=mcp-server` (10,822, EXHAUSTED), so the two numbers are not comparable. The old HF
|
| 73 |
+
collector recorded no read state, so treat 6,588 as a read count, not a population.
|
| 74 |
+
- `smithery_unique_collected: 272` against `smithery_declared_total: 14,625` was already
|
| 75 |
+
labelled as capped. The frame reads the same cap (500 rows served, 264 distinct, declared
|
| 76 |
+
17,186) and records it as PARTIAL.
|
| 77 |
+
|
| 78 |
+
## To close this note
|
| 79 |
+
|
| 80 |
+
Rebuild with the fixed collector and builder, confirm that `mcp_registry_read_state` is
|
| 81 |
+
`EXHAUSTED`, and republish with this note linked from the card. Every row stays an index
|
| 82 |
+
entry: DISCOVERED and UNMEASURED.
|
README.md
CHANGED
|
@@ -23,6 +23,8 @@ configs:
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|
| 23 |
path: census.jsonl
|
| 24 |
---
|
| 25 |
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|
| 26 |
<!-- csoai-hubcard-v2 -->
|
| 27 |
|
| 28 |
# Agent Interop Census
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|
| 23 |
path: census.jsonl
|
| 24 |
---
|
| 25 |
|
| 26 |
+
> **CORRECTION (2026-09-25).** The MCP registry figures in this dataset are **not** a complete read. `totals.json` said `mcp_registry_enumeration_complete: true` from 2 pages and 100 entries; a full read on 2026-09-25 walked 359 pages and found **35,873 latest-version servers** (a different unit — the published 100 counted name+version pairs — so no ratio is stated). The collector treated an error or empty page as the end of the registry; that producer is fixed. Do not quote any `mcp_registry_*` figure below as a total. Details: [`CORRECTION.md`](CORRECTION.md); measured read: [`census-frame-2026-09-25/summary.json`](census-frame-2026-09-25/summary.json). Original bytes: revision `cc1dcf041b9a1f61807e434759bd700be3007b2d`.
|
| 27 |
+
|
| 28 |
<!-- csoai-hubcard-v2 -->
|
| 29 |
|
| 30 |
# Agent Interop Census
|
census-frame-2026-09-25/summary.json
ADDED
|
@@ -0,0 +1,154 @@
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|
| 1 |
+
{
|
| 2 |
+
"schema": "csoai.census-frame/0.1",
|
| 3 |
+
"run_started": "2026-09-25T05:45:50Z",
|
| 4 |
+
"run_finished": "2026-09-25T05:54:05Z",
|
| 5 |
+
"user_agent": "CSOAI-census/0.1 (+https://councilof.ai)",
|
| 6 |
+
"min_interval_s": 1.0,
|
| 7 |
+
"requests": 384,
|
| 8 |
+
"retry_after_waits": 0,
|
| 9 |
+
"sources": {
|
| 10 |
+
"mcp-registry": {
|
| 11 |
+
"read_state": "EXHAUSTED",
|
| 12 |
+
"reason": "metadata.nextCursor absent on page 359: upstream end",
|
| 13 |
+
"declared_total": null,
|
| 14 |
+
"rows_read": 35873,
|
| 15 |
+
"distinct_ids": 35873,
|
| 16 |
+
"duplicates_skipped": 0,
|
| 17 |
+
"population_total": 35873,
|
| 18 |
+
"pages": 359,
|
| 19 |
+
"pages_valid": 359,
|
| 20 |
+
"page_set_sha256": "60482de9b0b1121b6532d24721d2f2911393816466427bb734d11c5333d52ffb",
|
| 21 |
+
"seconds": 464.0,
|
| 22 |
+
"distinct_endpoints": 21958,
|
| 23 |
+
"endpoint_listings": 22353,
|
| 24 |
+
"entries_without_endpoint": 14063,
|
| 25 |
+
"endpoint_rejects": {
|
| 26 |
+
"templated host": 122
|
| 27 |
+
}
|
| 28 |
+
},
|
| 29 |
+
"hf-spaces": {
|
| 30 |
+
"read_state": "EXHAUSTED",
|
| 31 |
+
"reason": "no rel=next Link after page 11: upstream end",
|
| 32 |
+
"declared_total": null,
|
| 33 |
+
"rows_read": 10822,
|
| 34 |
+
"distinct_ids": 10822,
|
| 35 |
+
"duplicates_skipped": 0,
|
| 36 |
+
"population_total": 10822,
|
| 37 |
+
"pages": 11,
|
| 38 |
+
"pages_valid": 11,
|
| 39 |
+
"page_set_sha256": "a6297b951e5c7660c9663d1159b39f80181597dbca1a583f44d6423811aea2fc",
|
| 40 |
+
"seconds": 10.7,
|
| 41 |
+
"distinct_endpoints": 10822,
|
| 42 |
+
"endpoint_listings": 10822,
|
| 43 |
+
"entries_without_endpoint": 0,
|
| 44 |
+
"endpoint_rejects": {}
|
| 45 |
+
},
|
| 46 |
+
"a2aregistry": {
|
| 47 |
+
"read_state": "EXHAUSTED",
|
| 48 |
+
"reason": "offset reached declared total 443; 443 distinct ids == declared",
|
| 49 |
+
"declared_total": 443,
|
| 50 |
+
"rows_read": 443,
|
| 51 |
+
"distinct_ids": 443,
|
| 52 |
+
"duplicates_skipped": 0,
|
| 53 |
+
"population_total": 443,
|
| 54 |
+
"pages": 5,
|
| 55 |
+
"pages_valid": 5,
|
| 56 |
+
"page_set_sha256": "9363da3cb7ebd07c9de57333d449eae9366824beec89becc59230cab0014e9f9",
|
| 57 |
+
"seconds": 5.3,
|
| 58 |
+
"distinct_endpoints": 440,
|
| 59 |
+
"endpoint_listings": 443,
|
| 60 |
+
"entries_without_endpoint": 0,
|
| 61 |
+
"endpoint_rejects": {}
|
| 62 |
+
},
|
| 63 |
+
"docker-mcp-registry": {
|
| 64 |
+
"read_state": "EXHAUSTED",
|
| 65 |
+
"reason": "commit 49b643ce3fc7: tree lists 328 servers/*/server.yaml; tarball of the same commit parsed all 328",
|
| 66 |
+
"declared_total": 328,
|
| 67 |
+
"commit": "49b643ce3fc73e6ee80bb962719b6e2990e3d397",
|
| 68 |
+
"rows_read": 328,
|
| 69 |
+
"distinct_ids": 328,
|
| 70 |
+
"duplicates_skipped": 0,
|
| 71 |
+
"population_total": 328,
|
| 72 |
+
"pages": 3,
|
| 73 |
+
"pages_valid": 1,
|
| 74 |
+
"page_set_sha256": "84d9a779dbba9a6763428696dbfcaa52de380229f48633bc02ea245f05447654",
|
| 75 |
+
"seconds": 6.1,
|
| 76 |
+
"distinct_endpoints": 77,
|
| 77 |
+
"endpoint_listings": 77,
|
| 78 |
+
"entries_without_endpoint": 251,
|
| 79 |
+
"endpoint_rejects": {}
|
| 80 |
+
},
|
| 81 |
+
"smithery": {
|
| 82 |
+
"read_state": "PARTIAL",
|
| 83 |
+
"reason": "anonymous API advertises totalPages=5 at pageSize 100 (500 rows served, 264 distinct) against declared totalCount=17186; page 6 returned 0 servers. The listing carries no endpoint URL. Reading further needs an API key.",
|
| 84 |
+
"declared_total": 17186,
|
| 85 |
+
"rows_read": 500,
|
| 86 |
+
"distinct_ids": 264,
|
| 87 |
+
"duplicates_skipped": 236,
|
| 88 |
+
"population_total": null,
|
| 89 |
+
"pages": 6,
|
| 90 |
+
"pages_valid": 5,
|
| 91 |
+
"page_set_sha256": "f78a5f7f1658417279b96a72bd1b6604b7414b92f0a0318f2dc651a7ffe1e789",
|
| 92 |
+
"seconds": 5.4,
|
| 93 |
+
"distinct_endpoints": 0,
|
| 94 |
+
"endpoint_listings": 0,
|
| 95 |
+
"entries_without_endpoint": 264,
|
| 96 |
+
"endpoint_rejects": {}
|
| 97 |
+
}
|
| 98 |
+
},
|
| 99 |
+
"union": {
|
| 100 |
+
"endpoints_in_file": 33261,
|
| 101 |
+
"hosts_in_file": 25526,
|
| 102 |
+
"population_total": null,
|
| 103 |
+
"population_total_null_because": [
|
| 104 |
+
"smithery: PARTIAL"
|
| 105 |
+
],
|
| 106 |
+
"note": "endpoints_in_file counts rows of endpoints.jsonl.gz - what was read. It is a population total only when population_total is non-null."
|
| 107 |
+
},
|
| 108 |
+
"overlap": {
|
| 109 |
+
"endpoint_level": {
|
| 110 |
+
"n": 33261,
|
| 111 |
+
"listed_by_k_catalogues": {
|
| 112 |
+
"1": 33225,
|
| 113 |
+
"2": 36
|
| 114 |
+
},
|
| 115 |
+
"in_2plus_catalogues": 36,
|
| 116 |
+
"pairwise": {
|
| 117 |
+
"a2aregistry&mcp-registry": 4,
|
| 118 |
+
"docker-mcp-registry&mcp-registry": 32
|
| 119 |
+
},
|
| 120 |
+
"combinations_2plus": {
|
| 121 |
+
"docker-mcp-registry+mcp-registry": 32,
|
| 122 |
+
"a2aregistry+mcp-registry": 4
|
| 123 |
+
}
|
| 124 |
+
},
|
| 125 |
+
"host_level": {
|
| 126 |
+
"n": 25526,
|
| 127 |
+
"listed_by_k_catalogues": {
|
| 128 |
+
"1": 25264,
|
| 129 |
+
"2": 262
|
| 130 |
+
},
|
| 131 |
+
"in_2plus_catalogues": 262,
|
| 132 |
+
"pairwise": {
|
| 133 |
+
"a2aregistry&mcp-registry": 223,
|
| 134 |
+
"docker-mcp-registry&mcp-registry": 36,
|
| 135 |
+
"hf-spaces&mcp-registry": 3
|
| 136 |
+
},
|
| 137 |
+
"combinations_2plus": {
|
| 138 |
+
"a2aregistry+mcp-registry": 223,
|
| 139 |
+
"docker-mcp-registry+mcp-registry": 36,
|
| 140 |
+
"hf-spaces+mcp-registry": 3
|
| 141 |
+
}
|
| 142 |
+
}
|
| 143 |
+
},
|
| 144 |
+
"canonicalisation": "scheme + lowercased host (+non-default port) + path; query and fragment dropped; '{var}' -> '{}' (flagged templated); trailing '/' removed; templated host = reject. HF Spaces rows carry the Space base URL https://<subdomain>.hf.space/, not a declared MCP path, so they meet registry rows at host level, rarely at endpoint level.",
|
| 145 |
+
"not_read_by_this_frame": {
|
| 146 |
+
"x402 bazaars": "read to exhaustion daily by scripts/census/x402-bazaar-conformance.py"
|
| 147 |
+
},
|
| 148 |
+
"what_a_row_is": "an endpoint URL a public catalogue lists. DISCOVERED, UNMEASURED.",
|
| 149 |
+
"what_it_never_proves": "that the endpoint is live, speaks its protocol, is safe, or is good.",
|
| 150 |
+
"files": {
|
| 151 |
+
"entries.jsonl.gz": "7932d3c69a283b9d04e581d37acd4d50526a32b9a7a1048ba6fe788c032c7e15",
|
| 152 |
+
"endpoints.jsonl.gz": "d8d230f4b3f2a02d90230928e78284e6c20af0677a7b7561f79f134d95e1b9b3"
|
| 153 |
+
}
|
| 154 |
+
}
|
totals.json
CHANGED
|
@@ -13,7 +13,7 @@
|
|
| 13 |
"mcp_registry_pages_read": 2,
|
| 14 |
"mcp_registry_source_file": "/tmp/mcp_census_full.json",
|
| 15 |
"mcp_registry_stop_reason": "cursor exhausted \u2014 clean end of registry",
|
| 16 |
-
"mcp_registry_enumeration_complete":
|
| 17 |
"mcp_registry_is_latest": 65,
|
| 18 |
"mcp_registry_exposing_remote_endpoint": 342,
|
| 19 |
"hf_spaces_pages_read": 66,
|
|
@@ -48,5 +48,22 @@
|
|
| 48 |
"glama_excluded": "401 without an API key, and its API Data Licence requires visible Glama attribution on every page displaying the data. Not collected.",
|
| 49 |
"reachability_observation": null,
|
| 50 |
"graded_rows": 0,
|
| 51 |
-
"grading_note": "Zero rows carry a measurement. This is a census: an index of what exists and is publicly reachable. A grade requires a run against a frozen bank, and none was done here."
|
| 52 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
"mcp_registry_pages_read": 2,
|
| 14 |
"mcp_registry_source_file": "/tmp/mcp_census_full.json",
|
| 15 |
"mcp_registry_stop_reason": "cursor exhausted \u2014 clean end of registry",
|
| 16 |
+
"mcp_registry_enumeration_complete": false,
|
| 17 |
"mcp_registry_is_latest": 65,
|
| 18 |
"mcp_registry_exposing_remote_endpoint": 342,
|
| 19 |
"hf_spaces_pages_read": 66,
|
|
|
|
| 48 |
"glama_excluded": "401 without an API key, and its API Data Licence requires visible Glama attribution on every page displaying the data. Not collected.",
|
| 49 |
"reachability_observation": null,
|
| 50 |
"graded_rows": 0,
|
| 51 |
+
"grading_note": "Zero rows carry a measurement. This is a census: an index of what exists and is publicly reachable. A grade requires a run against a frozen bank, and none was done here.",
|
| 52 |
+
"correction": {
|
| 53 |
+
"date": "2026-09-25",
|
| 54 |
+
"file": "CORRECTION.md",
|
| 55 |
+
"prior_revision": "cc1dcf041b9a1f61807e434759bd700be3007b2d",
|
| 56 |
+
"was": {
|
| 57 |
+
"mcp_registry_enumeration_complete": true,
|
| 58 |
+
"mcp_registry_pages_read": 2,
|
| 59 |
+
"mcp_registry_unique_entries": 100
|
| 60 |
+
},
|
| 61 |
+
"measured_2026_09_25": {
|
| 62 |
+
"source": "census-frame-2026-09-25/summary.json",
|
| 63 |
+
"pages": 359,
|
| 64 |
+
"latest_version_servers": 35873,
|
| 65 |
+
"read_state": "EXHAUSTED",
|
| 66 |
+
"note": "different unit from the published 100 (name+version pairs); 35,873 is a floor for that population"
|
| 67 |
+
}
|
| 68 |
+
}
|
| 69 |
+
}
|