Surface history — openflowmcp.com

An observation record, not an assessment. Every row below is a change we recorded directly, with the content hash before and after. https://openflowmcp.com/mcp

distinct tool surfaces served

transitions observed

carried no version signal

tools on the current surface

13 of these transitions happened while the reported version string stayed the same. A consumer pinning that version would have received a different tool surface with nothing in the version to indicate it. That is a compatibility and review fact, not a security finding and not an allegation of wrongdoing — unversioned iteration is normal practice and is frequently deliberate.

Recorded changes

observed at (UTC)	change	version signal	reported version	tools	surface hash
2026-10-10 01:40:03Z	DESCRIPTION_CHANGED	SILENT — version string did not move	(unchanged)	no tool-name change recorded	c26a46f163ec → ba866ceafef4
2026-10-10 01:40:03Z	PARAMS_CHANGED	SILENT — version string did not move	(unchanged)	no tool-name change recorded	581ee2f64dbe → 99d8ec8bb594
2026-10-09 13:40:04Z	DESCRIPTION_CHANGED	SILENT — version string did not move	(unchanged)	no tool-name change recorded	a47758e77608 → c26a46f163ec
2026-10-09 13:40:04Z	PARAMS_CHANGED	SILENT — version string did not move	(unchanged)	no tool-name change recorded	6b4cbf35c4e1 → 581ee2f64dbe
2026-10-09 07:40:03Z	DESCRIPTION_CHANGED	SILENT — version string did not move	(unchanged)	no tool-name change recorded	2ca1d24b6d82 → a47758e77608
2026-10-09 07:40:03Z	PARAMS_CHANGED	SILENT — version string did not move	(unchanged)	no tool-name change recorded	6cd2bc7a0a6a → 6b4cbf35c4e1
2026-10-09 07:40:03Z	SURFACE_CHANGED	SILENT — version string did not move	(unchanged)	+refresh_llm_models	e5ff4465066c → 0b99c551b641
2026-10-09 01:40:03Z	SURFACE_CHANGED	SILENT — version string did not move	(unchanged)	+chat_claude_sonnet +chat_gemini_flash +chat_gemini_pro +list_available_llm	4961eae63c73 → e5ff4465066c
2026-10-07 07:40:03Z	SURFACE_CHANGED	SILENT — version string did not move	(unchanged)	+generate_voice +list_voices +set_character_voice	827544e718eb → 4961eae63c73
2026-10-06 19:40:03Z	DESCRIPTION_CHANGED	SILENT — version string did not move	(unchanged)	no tool-name change recorded	bd3703fa63ca → a995f8df3348
2026-10-06 19:40:03Z	SURFACE_CHANGED	SILENT — version string did not move	(unchanged)	+list_live_models	4e970186c0ec → 827544e718eb
2026-10-06 13:40:04Z	DESCRIPTION_CHANGED	SILENT — version string did not move	(unchanged)	no tool-name change recorded	1accae60b582 → bd3703fa63ca
2026-09-29 13:40:02Z	PARAMS_CHANGED	SILENT — version string did not move	(unchanged)	no tool-name change recorded	—

Right of reply. If any row is wrong — a change we attributed to you that isn't yours, a hash that doesn't match, a host that was reassigned — say so and we will correct or withdraw the record and publish the correction alongside it. Dispute or correct this record. We will also remove this page on request from the operator of openflowmcp.com.

Ecosystem context — not specific to this server

This section is identical for ~92% of publishers and is published as shared context, not as a finding about openflowmcp.com. 90 dependency packages sit beneath the measured MCP population; 41 have a single maintainer and 31 have not published in over two years. The widest is zod at 80.46% of npm-backed servers (8529 servers, 1 maintainer, last publish 2026-09-13). These are properties of the shared SDK dependency closure. Any page claiming this set as one operator's personal exposure is misreading a universal fact as a private one.
Source: state/mcp-census/chokepoint-maintainers.json, as_of 2026-10-07.

Coverage and limits

Observation window 2026-09-21 → 2026-10-10. 22,294 servers were observed; 2,214 were seen to change and 20,080 were observed and recorded no change — that negative control is why a non-zero count here means something. Across the corpus, 4,781 of 6,334 changes carried no version signal, and 1,690 of those added or removed tools.

What this does NOT cover: servers outside the observed set; changes that occurred before 2026-09-21; changes that began and reverted between two observations; and any server reachable only with credentials we do not hold. A server's absence from this record is not evidence it did not change — only that we did not observe it.

Universe captured 2026-10-10T19:40:03.823Z. Produced by core/surface_history_page.cjs (reads core/surface_clock producers). Hashes are of the served tool surface and are recomputable from the server's own response.