Atlas entry

`unquant.ai`

28 capabilities over MCP. First atlas observation.

Observed 20 Oct 2026, 08:47 UTC · passive: no tools called, no credentials sent · sha256:40a906…53a2

Surfaces

5 protocols checked

ARD	Not found	No document retrieved
A2A	Not found	0 skills
MCP	Valid	2025-11-25 · 28 tools · 0 resources · 0 prompts
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 · 28 tools · 0 resources · 0 prompts
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

Capabilities

28 · inventory complete

Summary of the AI readings · beta

The service lists 28 capabilities, and 23 have AI readings.

feedback_submit is read as creating records.

22 capabilities are read as read-only, including catalog_list, macro_indicator and market_symbol_search.

Rows named: feedback_submit · catalog_list · macro_indicator · market_symbol_search

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

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.

MCP tools 28

account_request_upgrade
inputs next_step_summary (required), request_summary (required), value_summary (required)
account_upgrade_status
inputs upgrade_id (required)
AI Reads only 0.85
catalog_describe
inputs entry_id (required)
AI Reads only 0.87
catalog_list
inputs cursor, geo_archetype, item_type, job_id and 4 more
AI Reads only 0.88
catalog_preview
inputs entry_id (required), inputs
catalog_request
inputs action (required), contact, entry_id (required), expected_volume and 3 more
datasets_describe
inputs dataset_id (required)
AI Reads only 0.90
datasets_list
AI Reads only 0.85
datasets_search
inputs query (required)
AI Reads only 0.88
feedback_submit
inputs category (required), request (required), use_case
AI Creates records 0.84
macro_calendar
inputs country, end_day (required), impact, limit and 1 more
AI Reads only 0.92
macro_current_conditions
macro_indicator
inputs end_day, limit, name (required), start_day
AI Reads only 0.90
market_analyst_ratings
inputs limit, symbol (required)
AI Reads only 0.90
market_company_profile
inputs symbol (required)
AI Reads only 0.88
market_earnings
inputs end_day, limit, start_day, symbol
AI Reads only 0.89
market_etf_holdings
inputs limit, min_weight_percent, symbol (required)
AI Reads only 0.87
market_fundamentals
inputs limit, period, symbol (required)
AI Reads only 0.90
market_price_history
inputs cursor, end_day, limit, order and 2 more
AI Reads only 0.90
market_quote
inputs symbol (required)
AI Reads only 0.90
market_symbol_search
inputs limit, query (required)
AI Reads only 0.90
news_article
inputs story_id (required)
AI Reads only 0.90
news_general
inputs cursor, hours, limit
AI Reads only 0.84
news_impacts
inputs cursor, hours, limit, symbols (required)
AI Reads only 0.80
news_stock
inputs cursor, hours, limit, symbol (required)
AI Reads only 0.87
ping
politics_us_congress_aggregate
inputs cursor, days, limit, symbols
AI Reads only 0.85
politics_us_congress_trades
inputs asset_owner, cursor, days, end_day and 4 more
AI Reads only 0.89

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

Declared and observed

No tools declare hints.

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

Atlas history

1 observation

20 Oct 2026, 08:47 UTC28 capabilities · MCP 2025-11-25 · MCP endpoint validFirst observation
Fingerprint and versions
Fingerprint
40a906f93760a6d99995bcf20dd7d8d60f0b8e2eb537ae9fe5be80f214fa53a2
Passport schema
0.5.0, passport-semantic-v4
Consistency
MCP_PROMPTS_ADVERTISEMENT_LIST: match · 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.

About this entry

ai.unquant/unquant
Listed
Official MCP Registry · first listed 14 Sep 2026 · last listed 27 Oct 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: sha256:0a57178d52ae2da6f6c965b0755afd47fd9ebcaaaf73c17b4136823433eedc1e
Locator SHA-256: 3c5bb56b475a462344425d388e9d888f30715f99157179c8241225598b85d989
Snapshot generated: 4 Nov 2026, 00:59 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.