Atlas entry

`match.esqcopilot.com`

28 capabilities over MCP. First atlas observation.

Observed 6 Nov 2026, 04:37 UTC · passive: no tools called, no credentials sent · sha256:f7018c…100a

28 capabilities, 24 of them tools. 9 only read. 3 only compute. 4 change records, and 2 of those delete or cancel. 8 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 24 tools, and 16 have AI readings.

cancel_contact_request and cancel_introduction are read as deleting or cancelling records.

submit_listing_feedback and submit_matching_feedback are read as creating records.

9 tools are read as read-only, including estimate_legal_cost, get_attorney_profile and compare_attorneys.

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 16 of 24 MCP tools. 2 read as deleting or cancelling.

Moves money
0
No tool read this way.
Deletes or cancels records
2 tools
- cancel_contact_request0.89
- cancel_introduction0.80
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 8 tools No reading was counted, so any effect above is possible for them: confirm_introduction, find_attorneys, get_matching_requirements, report_listing_error, request_attorney_introduction, send_client_message, update_listing_criteria, update_matching_preferences.

What changed

First atlas observation. Atlas history

Look first

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

cancel_contact_requestDeletes or cancels records · 0.89
cancel_introductionDeletes or cancels records · 0.80

Surfaces

5 protocols checked

ARD	Not found	No document retrieved
A2A	Not found	0 skills
MCP	Valid	2025-11-25 · 24 tools · 4 resources · prompts not advertised
OpenAPI	Not detected	0 operations
WebMCP	Not detected	0 declarative form tools · experimental

Exact states and meaning

ARD
absent
Exact state: not found · No document retrieved
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
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 · 24 tools · 4 resources · prompts not advertised
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

28 · inventory complete

Showing 28 of 28.

Tool and inputs							◇ AI reading, beta · confidence
Read as one of the six effects 2 AI only raises attention: these rows come first.
contact_request_id, status_token◇ AIDeletes or cancels records 0.89		Deletes or cancels records 0.89					Deletes or cancels records0.89
`cancel_contact_request` inputs `contact_request_id` (required), `status_token` (required) AI Deletes or cancels records 0.89
referral_id, status_token◇ AIDeletes or cancels records 0.80		Deletes or cancels records 0.80					Deletes or cancels records0.80
`cancel_introduction` inputs `referral_id` (required), `status_token` (required) AI Deletes or cancels records 0.80
Read as none of the six 14 Not a clearance.
appointment_type, attorney_ids*, time_zone, wanted_by							Reads only0.84
`check_attorney_availability` inputs `appointment_type`, `attorney_ids` (required), `time_zone`, `wanted_by` AI Reads only 0.84
attorney_ids*, criteria, match_id, priorities							Reads only0.86
`compare_attorneys` inputs `attorney_ids` (required), `criteria`, `match_id`, `priorities` AI Reads only 0.86
attorney_id, billing_preference, budget_max, description and 3 more							Reads only0.84
`estimate_legal_cost` inputs `attorney_id`, `billing_preference`, `budget_max`, `description` and 3 more AI Reads only 0.84
attorney_id*							Reads only0.89
`get_attorney_profile` inputs `attorney_id` (required) AI Reads only 0.89
contact_request_id*, status_token							Reads only0.90
`get_contact_request_status` inputs `contact_request_id` (required), `status_token` AI Reads only 0.90
referral_id*, status_token							Reads only0.90
`get_introduction_status` inputs `referral_id` (required), `status_token` AI Reads only 0.90
referral_id*, status_token							Reads only0.88
`get_referral_status` inputs `referral_id` (required), `status_token` AI Reads only 0.88
accessibility_needs, billing_preference, budget_max, budget_min and 29 more							Computes only, changes nothing0.81
`get_search_filters` inputs `accessibility_needs`, `billing_preference`, `budget_max`, `budget_min` and 29 more AI Computes only, changes nothing 0.81
assistance, attorney_id, budget, contact and 7 more							Computes only, changes nothing0.80
`prepare_introduction` inputs `assistance`, `attorney_id` (required), `budget`, `contact` (required) and 7 more AI Computes only, changes nothing 0.80
assistance, attorney_id, budget, contact and 7 more							Computes only, changes nothing0.85
`preview_client_message` inputs `assistance`, `attorney_id` (required), `budget`, `contact` (required) and 7 more AI Computes only, changes nothing 0.85
accessibility_needs, attribution_token, billing_preference, budget_max and 36 more							Reads only0.80
`search_attorneys` inputs `accessibility_needs`, `attribution_token`, `billing_preference`, `budget_max` and 36 more AI Reads only 0.80
attorney_id, platform, profile_url							Reads only0.88
`start_from_directory_profile` inputs `attorney_id`, `platform`, `profile_url` AI Reads only 0.88
availability_accuracy, comment, match_id, pricing_accuracy and 8 more							Creates records0.80
`submit_listing_feedback` inputs `availability_accuracy`, `comment`, `match_id`, `pricing_accuracy` and 8 more AI Creates records 0.80
availability_accuracy, comment, match_id, pricing_accuracy and 8 more							Creates records0.80
`submit_matching_feedback` inputs `availability_accuracy`, `comment`, `match_id`, `pricing_accuracy` and 8 more AI Creates records 0.80
No counted reading 8 No reading was counted, so any effect is possible.
intake_notice_acknowledged, opposing_party_name, referral_id, status_token and 1 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`confirm_introduction` inputs `intake_notice_acknowledged`, `opposing_party_name`, `referral_id` (required), `status_token` (required) and 1 more
accessibility_needs, attribution_token, billing_preference, budget_max and 36 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`find_attorneys` inputs `accessibility_needs`, `attribution_token`, `billing_preference`, `budget_max` and 36 more
accessibility_needs, billing_preference, budget_max, budget_min and 29 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`get_matching_requirements` inputs `accessibility_needs`, `billing_preference`, `budget_max`, `budget_min` and 29 more
attorney_id, correct_value, field, issue* and 2 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`report_listing_error` inputs `attorney_id` (required), `correct_value`, `field` (required), `issue` (required) and 2 more
approval_code, attorney_id, attribution_token, consent and 12 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`request_attorney_introduction` inputs `approval_code`, `attorney_id` (required), `attribution_token`, `consent` (required) and 12 more
approval_code, attorney_id, attribution_token, consent and 12 more	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`send_client_message` inputs `approval_code`, `attorney_id` (required), `attribution_token`, `consent` (required) and 12 more
clear_fields, criteria*, preference_set_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`update_listing_criteria` inputs `clear_fields`, `criteria` (required), `preference_set_id`
clear_fields, criteria*, preference_set_id	unknown	unknown	unknown	unknown	unknown	unknown	No reading
`update_matching_preferences` inputs `clear_fields`, `criteria` (required), `preference_set_id`
MCP resources 4 Not read by AI.
no inputs							Not read
`name not shown`
no inputs							Not read
`name not shown`
no inputs							Not read
`name not shown`
no inputs							Not read
`name not shown`

Read as this effect No reading: unknown Not read as this effect◇ AI readings, beta. A zero is a count, not a clearance.

Not observed in this Passport: A2A skills, MCP prompts, OpenAPI operations.

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

6 Nov 2026, 04:37 UTC28 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
f7018cfddecbe7b401f26e301ce2754f8524584700172a8b2533fc413a9a100a
Passport schema
0.5.0, passport-semantic-v4
Consistency
MCP_PROMPTS_ADVERTISEMENT_LIST: not applicable · 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

24 tools declare hints; the AI readings agree with all 16 that have a reading.

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

About this entry

com.esqcopilot/matching-engine
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: sha256:1ac61e35a0fe630af31c67707ccad9739416933c43baaa77844cbddb521449a5
Locator SHA-256: b83d3788b1d9952cec020018b38adbe4fe0cb7e0eb7a5e4a7ce42d72c0d4f803
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: 6 Nov 2026, 04:37 UTC
Signed: 6 Nov 2026, 05:19 UTC

Protocols: MCP
Tools: 24
Declared sign-in: None declared

Effects counted AI readings, beta

Moves money: 0
Deletes or cancels records: 2
Sends messages to people: 0
Changes permissions: 0
Runs code: 0
Asks a person: 0

24 tools examined; 16 counted above a measured threshold.

Declared vs read disagreements

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

Change since previous: First observation
Label status: Current