Atlas entry

`mcp.convertlyft.com`

129 capabilities over MCP. The inventory is incomplete. First atlas observation.

Observed 11 Nov 2026, 10:05 UTC · passive: no tools called, no credentials sent · sha256:94e098…ae85

129 capabilities, 72 of them tools. 19 only read. 1 only computes. 20 change records, and 1 of those deletes or cancels. 1 reading is disputed. 31 have no reading.

AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.

AI readings summary · beta

The service lists 72 tools, and 32 have AI readings.

cvl_change_undo is read as deleting or cancelling records.

12 tools are read as changing records, including cvl_set_capture, cvl_seo_draft_publish and cvl_set_form_purpose.

4 tools are read as creating records, including cvl_seo_draft, cvl_seo_add_market and cvl_todo_add.

Written by code from the AI readings on this page: it groups them and says nothing they do not.

What an agent can do here

AI readings, beta · Readings on 41 of 72 MCP tools. 1 reads as deleting or cancelling.

Moves money
0
No tool read this way.
Deletes or cancels records
1 tool
- cvl_change_undo0.80
Sends messages to people
0
No tool read this way.
Changes permissions
0
No tool read this way.
Runs code
0
No tool read this way.
Should ask a person first
0
No tool read this way.

No counted reading 31 tools No reading was counted, so any effect above is possible for them: cvl_change_apply, cvl_check_claim, cvl_crawl_start, cvl_error_fix_shipped, cvl_operator_run, cvl_propose, cvl_public_agent_readiness, cvl_public_seo_scan, cvl_remove_page_type_rule, cvl_run_crawl and 21 more.

What changed

First atlas observation. Atlas history

Look first

AI reading, beta: AI adds items here; it never removes one.

cvl_change_undoDeletes or cancels records · 0.80
cvl_seo_write_fixA fact disputes the reading

Surfaces

5 protocols checked

ARD	invalid	1 retrieved artifact
A2A	Not found	0 skills
MCP	Valid	2025-11-25 · 72 tools · 57 resources · 0 prompts retained · listing incomplete
OpenAPI	Not detected	0 operations
WebMCP	Not detected	0 declarative form tools · experimental

Exact states and meaning

ARD
failed
Exact state: invalid · Revision 0.9 draft · 1 retrieved artifact
InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.
Not observed / not fetched
A2A
absent
Exact state: not found · 0 skills
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
MCP
observed
Exact state: valid · Revision 2025-11-25 · 72 tools · 57 resources · 0 prompts retained · listing incomplete
A usable protocol document was retrieved and validated.
Directly observed
OpenAPI
absent
Exact state: not detected · 0 operations
No endpoint was established from the evidence and scope that InterfaceDelta inspected.
Not detected does not prove that no endpoint exists.
Not observed / not fetched
WebMCP
absent
Exact state: not detected · 0 declarative form tools · experimental
No named declarative WebMCP form tools were observed in the origin root HTML.
Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.
Not observed / not fetched

129 · inventory incomplete

Showing 129 of 129.

Tool and inputs							◇ AI reading, beta · confidence
Read as one of the six effects 2 AI only raises attention: these rows come first.
fields, proposal_id*◇ AIDeletes or cancels records 0.80		Deletes or cancels records 0.80					Deletes or cancels records0.80
`cvl_change_undo` inputs `fields`, `proposal_id` (required) AI Deletes or cancels records 0.80
confirm_cost, dry_run, fields, issue* and 1 more							Disputed by a fact
`cvl_seo_write_fix` inputs `confirm_cost`, `dry_run`, `fields`, `issue` (required) and 1 more AI · beta · disputed The model read this as computes only, changes nothing (0.85). The Declared destructiveHint `true` disagrees. Treated as unknown.
Read as none of the six 39 Not a clearance.
fields, first_purchase, from, goal and 4 more							Reads only0.88
`cvl_attribution` inputs `fields`, `first_purchase`, `from`, `goal` and 4 more AI Reads only 0.88
all_time, dead_clicks_cursor, fields, from and 5 more							Reads only0.90
`cvl_behavior_report` inputs `all_time`, `dead_clicks_cursor`, `fields`, `from` and 5 more AI Reads only 0.90
arguments, fields, name*							Reads only0.82
`cvl_call_read` inputs `arguments`, `fields`, `name` (required) AI Reads only 0.82
fields, marked_at, note							Computes only, changes nothing0.80
`cvl_change_preview` inputs `fields`, `marked_at`, `note` AI Computes only, changes nothing 0.80
collapse, fields, first_purchase, from and 4 more							Reads only0.88
`cvl_conversion_paths` inputs `collapse`, `fields`, `first_purchase`, `from` and 4 more AI Reads only 0.88
fields, query*							Reads only0.88
`cvl_docs_search` inputs `fields`, `query` (required) AI Reads only 0.88
all_time, campaign, fields, figure and 5 more							Reads only0.85
`cvl_explain` inputs `all_time`, `campaign`, `fields`, `figure` and 5 more AI Reads only 0.85
all_time, campaign, fields, from and 3 more							Reads only0.90
`cvl_kpi` inputs `all_time`, `campaign`, `fields`, `from` and 3 more AI Reads only 0.90
fields, scan_id*							Reads only0.86
`cvl_public_seo_scan_result` inputs `fields`, `scan_id` (required) AI Reads only 0.86
fields, from, kind*, receipt_id and 4 more							Creates records0.85
`cvl_remember` inputs `fields`, `from`, `kind` (required), `receipt_id` and 4 more AI Creates records 0.85
fields, limit, query*, schema							Reads only0.87
`cvl_search_tools` inputs `fields`, `limit`, `query` (required), `schema` AI Reads only 0.87
device, dry_run, fields, language_code and 1 more							Creates records0.90
`cvl_seo_add_market` inputs `device` (required), `dry_run`, `fields`, `language_code` (required) and 1 more AI Creates records 0.90
cursor, fields, issue, limit							Reads only0.85
`cvl_seo_audit` inputs `cursor`, `fields`, `issue`, `limit` AI Reads only 0.85
fields							Reads only0.88
`cvl_seo_backlinks` inputs `fields` AI Reads only 0.88
decision, fields, keywords, location_code and 2 more							Changes records0.85
`cvl_seo_brief_keywords` inputs `decision` (required), `fields`, `keywords` (required), `location_code` and 2 more AI Changes records 0.85
confirm_cost, dry_run, fields, force and 4 more							Creates records0.80
`cvl_seo_draft` inputs `confirm_cost`, `dry_run`, `fields`, `force` and 4 more AI Creates records 0.80
draft_id*, fields, url							Changes records0.82
`cvl_seo_draft_publish` inputs `draft_id` (required), `fields`, `url` AI Changes records 0.82
fields							Reads only0.88
`cvl_seo_flow` inputs `fields` AI Reads only 0.88
dry_run, fields, issue*, not_a_problem and 1 more							Changes records0.85
`cvl_seo_issue_not_a_problem` inputs `dry_run`, `fields`, `issue` (required), `not_a_problem` and 1 more AI Changes records 0.85
dry_run, fields, issue*, on_purpose							Changes records0.85
`cvl_seo_issue_on_purpose` inputs `dry_run`, `fields`, `issue` (required), `on_purpose` AI Changes records 0.85
action, cursor, fields, limit and 2 more							Reads only0.88
`cvl_seo_opportunities` inputs `action`, `cursor`, `fields`, `limit` and 2 more AI Reads only 0.88
fields, keyword, location_code, mark and 2 more							Changes records0.83
`cvl_seo_opportunity_set` inputs `fields`, `keyword` (required), `location_code`, `mark` (required) and 2 more AI Changes records 0.83
domain*, dry_run, fields, location_code and 2 more							Changes records0.84
`cvl_seo_set_competitor_state` inputs `domain` (required), `dry_run`, `fields`, `location_code` and 2 more AI Changes records 0.84
fields, keyword*, location_code, market and 1 more							Changes records0.85
`cvl_seo_set_keyword_money` inputs `fields`, `keyword` (required), `location_code`, `market` and 1 more AI Changes records 0.85
capture, confirm, fields							Changes records0.80
`cvl_set_capture` inputs `capture`, `confirm`, `fields` AI Changes records 0.80
back_to_estimate, dry_run, events*, fields and 1 more							Changes records0.82
`cvl_set_event_meaning` inputs `back_to_estimate`, `dry_run`, `events` (required), `fields` and 1 more AI Changes records 0.82
back_to_estimate, dry_run, fields, forms* and 1 more							Changes records0.85
`cvl_set_form_purpose` inputs `back_to_estimate`, `dry_run`, `fields`, `forms` (required) and 1 more AI Changes records 0.85
custom_type, dry_run, fields, include_future and 4 more							Changes records0.86
`cvl_set_page_type` inputs `custom_type`, `dry_run`, `fields`, `include_future` and 4 more AI Changes records 0.86
confirm, fields, mask_paths, skip_paths							Changes records0.80
`cvl_set_recording_paths` inputs `confirm`, `fields`, `mask_paths`, `skip_paths` AI Changes records 0.80
confirm, fields, goal, market and 4 more							Changes records0.90
`cvl_set_site_context` inputs `confirm`, `fields`, `goal`, `market` and 4 more AI Changes records 0.90
dry_run, fields, type*							Changes records0.85
`cvl_set_site_type` inputs `dry_run`, `fields`, `type` (required) AI Changes records 0.85
fields							Reads only0.88
`cvl_site_context` inputs `fields` AI Reads only 0.88
cursor, fields, limit, type							Reads only0.90
`cvl_site_pages` inputs `cursor`, `fields`, `limit`, `type` AI Reads only 0.90
fields, file, name*, section							Reads only0.86
`cvl_skill_read` inputs `fields`, `file`, `name` (required), `section` AI Reads only 0.86
fields							Reads only0.91
`cvl_skills_list` inputs `fields` AI Reads only 0.91
dry_run, fields, title*							Creates records0.88
`cvl_todo_add` inputs `dry_run`, `fields`, `title` (required) AI Creates records 0.88
dry_run, fields, mark*, note and 2 more							Changes records0.84
`cvl_todo_mark` inputs `dry_run`, `fields`, `mark` (required), `note` and 2 more AI Changes records 0.84
area, fields, tab							Reads only0.93
`cvl_todos_list` inputs `area`, `fields`, `tab` AI Reads only 0.93
fields							Reads only0.88
`cvl_whoami` inputs `fields` AI Reads only 0.88
No counted reading 31 No reading was counted, so any effect is possible.
fields, idempotency_key*, marked_at, note and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_change_apply` inputs `fields`, `idempotency_key` (required), `marked_at`, `note` and 1 more
against, fields, pages, receipt_ids and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_check_claim` inputs `against`, `fields`, `pages`, `receipt_ids` and 2 more
depth, fields, limit, mode and 3 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_crawl_start` inputs `depth`, `fields`, `limit`, `mode` and 3 more
fields, fingerprint, ref	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_error_fix_shipped` inputs `fields`, `fingerprint`, `ref`
fields, run_type	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_operator_run` inputs `fields`, `run_type`
baseline, detail, fields, fix_identity and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_propose` inputs `baseline` (required), `detail`, `fields`, `fix_identity` (required) and 2 more
fields, scan_id, url	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_public_agent_readiness` inputs `fields`, `scan_id`, `url`
fields, url*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_public_seo_scan` inputs `fields`, `url` (required)
dry_run, fields, id*	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_remove_page_type_rule` inputs `dry_run`, `fields`, `id` (required)
confirm_cost, dry_run, fields, max_pages	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_run_crawl` inputs `confirm_cost`, `dry_run`, `fields`, `max_pages`
fields, keywords*, location_code, market and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_add_keywords` inputs `fields`, `keywords` (required), `location_code`, `market` and 2 more
confirm_cost, domain*, dry_run, fields and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_ai_mentions` inputs `confirm_cost`, `domain` (required), `dry_run`, `fields` and 2 more
confirm_cost, domain*, dry_run, fields and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_backlink_profile` inputs `confirm_cost`, `domain` (required), `dry_run`, `fields` and 1 more
fields, keyword, location_code, market and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_brief_published` inputs `fields`, `keyword`, `location_code`, `market` and 2 more
device, fields, keyword, location_code and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_check_now` inputs `device`, `fields`, `keyword`, `location_code` and 1 more
competitor, confirm_cost, domain, dry_run and 5 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_competitor_gap` inputs `competitor` (required), `confirm_cost`, `domain` (required), `dry_run` and 5 more
confirm_cost, domain*, dry_run, fields and 3 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_domain_overview` inputs `confirm_cost`, `domain` (required), `dry_run`, `fields` and 3 more
confirm_cost, dry_run, fields, keyword* and 5 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_keyword_ideas` inputs `confirm_cost`, `dry_run`, `fields`, `keyword` (required) and 5 more
confirm_cost, dry_run, fields, history and 5 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_keyword_metrics` inputs `confirm_cost`, `dry_run`, `fields`, `history` and 5 more
competitors, confirm_cost, domain, dry_run and 3 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_link_gap` inputs `competitors` (required), `confirm_cost`, `domain` (required), `dry_run` and 3 more
confirm_cost, dry_run, fields, language_code and 7 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_long_tail` inputs `confirm_cost`, `dry_run`, `fields`, `language_code` and 7 more
confirm_cost, dry_run, fields, force and 5 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_make_brief` inputs `confirm_cost`, `dry_run`, `fields`, `force` and 5 more
fields, keyword*, location_code, market and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_map_keyword_page` inputs `fields`, `keyword` (required), `location_code`, `market` and 2 more
fields, keyword*, location_code, market	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_opportunity_track` inputs `fields`, `keyword` (required), `location_code`, `market`
confirm_cost, domain*, dry_run, fields and 4 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_ranked_keywords` inputs `confirm_cost`, `domain` (required), `dry_run`, `fields` and 4 more
confirm_cost, cursor, domain*, dry_run and 4 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_referring_domains` inputs `confirm_cost`, `cursor`, `domain` (required), `dry_run` and 4 more
confirm_cost, dry_run, fields, fromStep and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_run_flow` inputs `confirm_cost`, `dry_run`, `fields`, `fromStep` and 1 more
confirm_cost, device, dry_run, fields and 5 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_serp` inputs `confirm_cost`, `device`, `dry_run`, `fields` and 5 more
confirm, feedpath, fields	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_submit_sitemap` inputs `confirm`, `feedpath`, `fields`
dry_run, fields, keywords*, location_code and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_track_keywords` inputs `dry_run`, `fields`, `keywords` (required), `location_code` and 2 more
fields, keywords*, location_code, market	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`cvl_seo_untrack_keywords` inputs `fields`, `keywords` (required), `location_code`, `market`
MCP resources 57 Not read by AI.
no inputs							Not read
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Read as this effect No reading: unknown Not read as this effect◇ AI readings, beta. A zero is a count, not a clearance.

MCP prompts 0+ observed

Inventory incomplete. MCP prompts could not be fully inventoried: the ARD document was not valid, so declarations made there were not read.

None recorded in this Passport.

OpenAPI operations 0+ observed

Inventory incomplete. OpenAPI operations could not be fully inventoried: the ARD document was not valid, so declarations made there were not read.

None recorded in this Passport.

Not observed in this Passport: A2A skills.

The atlas shows each capability by its plain identifier, inputs and declared sign-in. Publisher descriptions, paths, links and source evidence are not published here.

The comparison with the previous observation is shown only to the account that recorded it.

Atlas history

1 observation

11 Nov 2026, 10:05 UTC129 capabilities · MCP 2025-11-25 · MCP endpoint truncated · 1 incomplete inventory groupFirst observation
Fingerprint and versions
Fingerprint
94e098ddfcdef4cfac106a3b8fa443afff1497c187320707dc802f5e49b1ae85 (incomplete)
Passport schema
0.5.0, passport-semantic-v4
Consistency
MCP_PROMPTS_ADVERTISEMENT_LIST: indeterminate · MCP_RESOURCES_ADVERTISEMENT_LIST: match · MCP_TOOLS_ADVERTISEMENT_LIST: match · OPENAPI_MCP_EXPLICIT_MAPPING: not applicable

Each class compares an observation with the previous atlas observation. Runs of unchanged observations are grouped. Struck values are what the previous observation recorded; inserted values are what this one recorded.

Declared and observed

cvl_seo_write_fix
Declared
The publisher declares it may make destructive changes.
Read
AI · beta The AI reading: computes only, changes nothing (0.85).

A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.

About this entry

com.convertlyft/convertlyft
Listed
Official MCP Registry · first listed 2 Nov 2026 · last listed 2 Nov 2026

Passive observations of a public interface listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Methodology · Report an inaccuracy · Ask for removal

Identity and snapshot

Target key: sha256:56355dc0c71a1f85c8e39fe7de4b0b6cd65ccdeef7634efa534789072202f19a
Locator SHA-256: fdb24453623794844c56b724f3022f71cbf2876d746cea4a86e90f4ef216a74b
Snapshot generated: 11 Nov 2026, 22:36 UTC

The entry is one exact observed target, not a real-world service identity, and implies no ownership. Endpoint paths are not published; the locator hash lets an operator confirm their own URL.

Capability facts

As observed from outside, at the time below

Observed: 11 Nov 2026, 10:05 UTC
Signed: 11 Nov 2026, 12:05 UTC

Protocols: MCP
Tools: 72
Declared sign-in: None declared

Effects counted AI readings, beta

Moves money: 0
Deletes or cancels records: 1
Sends messages to people: 0
Changes permissions: 0
Runs code: 0
Asks a person: 0

72 tools examined; 40 counted above a measured threshold; 1 disputed.

Declared vs read disagreements

Declared read-only, read as writing: 0
Declared destructive, read as not writing: 1
Declared non-destructive, read as deleting: 0
Declared closed-world, read as reaching out: 0

Change since previous: First observation
Label status: Current