io.github.drexthealpha/knos

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

The neutral meter for AI agent work: neither side keeps the count.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "knos": {
      "url": "https://knos.onrender.com/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (32)

• knos_cross

  Paper id (DOI, arXiv, PubMed, OpenAlex) -> research card -> Qloo evidence at every decision -> who, where, price tier, held-money target and reserve, and OPEN or REFUSE. Returns every step with its Qloo call, input, output and effect.

  Parameters:

  • age — string — Who wants it (F1): Who: age range(s) the answer is weighted to. Qloo: signal.demographics.age. comma-separated, of: 24_and_younger, 25_to_29, 30_to_34, 35_to_44, 45_to_54, 55_and_older
  • ref — string
  • city — string — Where to launch (F3): Exact city or town name. Qloo: filter.geocode.name.
  • idea — string
  • near — string — Where to launch (F3): Where: a city or region by name. Qloo: filter.location.query.
  • qloo — object — Anything else in the guide (F8): Any other documented parameter for the call's filter.type, by its Qloo name. Qloo: *.
  • sort — string — Who serves or stocks it (F5): Order places by. Qloo: sort_by.
  • place — string
  • admin1 — string — Where to launch (F3): Exact state or region. Qloo: filter.geocode.admin1_region.
  • admin2 — string — Where to launch (F3): Exact county or borough. Qloo: filter.geocode.admin2_region.
  • gender — string — Who wants it (F1): Who: gender the answer is weighted to. Qloo: signal.demographics.gender.
  • lookup — string — Look up exact things (F7): Look up exact things: a name to find (Search Entities). Qloo: query.
  • radius — integer — Where to launch (F3): Where: radius around it, in meters (0 = strictly inside). Qloo: filter.location.radius.
  • address — string — Who serves or stocks it (F5): Address contains. Qloo: filter.address.
  • country — string — Where to launch (F3): Two-letter country code. Qloo: filter.geocode.country_code.
  • exclude — string — What is underserved (F2): Entity ids to leave out. Qloo: filter.exclude.entities.
  • geohash — string — Where to launch (F3): Only results whose geohash starts with this. Qloo: filter.location.geohash.
  • open_on — string — Who serves or stocks it (F5): Open on this day. Qloo: filter.hours.
  • product — string
  • quality — string — Who serves or stocks it (F5): Lean the ranking toward quality places. Qloo: bias.quality.
  • born_max — string — Media and people products (F6): Person: born on or before (YYYY-MM-DD). Qloo: filter.date_of_birth.max.
  • born_min — string — Media and people products (F6): Person: born on or after (YYYY-MM-DD). Qloo: filter.date_of_birth.min.
  • died_max — string — Media and people products (F6): Person: died on or before (YYYY-MM-DD). Qloo: filter.date_of_death.max.
  • died_min — string — Media and people products (F6): Person: died on or after (YYYY-MM-DD). Qloo: filter.date_of_death.min.
  • external — string — Who serves or stocks it (F5): Listed on these (resy, michelin, tablet). Qloo: filter.external.exists. comma-separated, of: resy, michelin, tablet
  • location — string — Where to launch (F3): A WKT POINT/POLYGON (longitude first) or a locality id. Qloo: filter.location.
  • price_to — integer — At what price, where (F4): Hotel price range to (0-1,000,000). Qloo: filter.price_range.to.
  • year_max — integer — Media and people products (F6): Released up to this year (film/TV; books: publication year). Qloo: filter.release_year.max.
  • year_min — integer — Media and people products (F6): Released from this year (film/TV; books: publication year). Qloo: filter.release_year.min.
  • audiences — string — Who wants it (F1): Audience segment ids (from /v2/audiences). Qloo: signal.demographics.audiences.
  • entity_id — string — Look up exact things (F7): Look up exact things: paste a Qloo entity id (Search Entities by ID). Qloo: entity_ids.
  • price_from — integer — At what price, where (F4): Hotel price range from (0-1,000,000). Qloo: filter.price_range.from.
  • qloo_calls — object — Anything else in the guide (F8): Calls to Qloo's other endpoints by path, each with its own documented parameters. Qloo: *.
  • rating_max — number — Media and people products (F6): Film/TV Qloo rating at most (0-5). Qloo: filter.rating.max.
  • rating_min — number — Media and people products (F6): Film/TV Qloo rating at least (0-5). Qloo: filter.rating.min.
  • hide_leader — boolean — What is underserved (F2): Gaps: hide the market leader (its Qloo id is excluded). Qloo: filter.exclude.entities.
  • hotel_class — string — At what price, where (F4): Hotel classes 1-5, mapped where they are hot. Qloo: filter.dimensions.hotel_class. comma-separated, of: 1, 2, 3, 4, 5
  • lookup_near — string — Look up exact things (F7): Search near: lat,lon or WKT. Qloo: filter.location.
  • lookup_sort — string — Look up exact things (F7): Order the search by. Qloo: sort_by.
  • price_level — string — At what price, where (F4): Price tier: 1 (cheap) to 4 (dear), mapped where it is hot. Qloo: filter.dimensions.price_level. comma-separated, of: 1, 2, 3, 4
  • exclude_near — string — Where to launch (F3): Leave out an area by name. Qloo: filter.exclude.location.query.
  • exclude_tags — string — What is underserved (F2): Tag ids to leave out. Qloo: filter.exclude.tags.
  • lookup_types — string — Look up exact things (F7): What kinds to search. Qloo: types. comma-separated, of: urn:entity:actor, urn:entity:album, urn:entity:artist, urn:entity:author, urn:entity:book, urn:entity:brand, urn:entity:destination, urn:entity:director, urn:entity:locality, urn:entity:movie, urn:entity:person, urn:entity:place, urn:entity:podcast, urn:entity:tv_show, urn:entity:videogame
  • product_kind — string — Media and people products (F6): Product kind: what the comparables are. Qloo: filter.type.
  • exclude_names — array — What is underserved (F2): Leave out things by name (Qloo resolves them; sent as JSON). Qloo: filter.exclude.entities.query. names, or one comma-separated string
  • lookup_radius — number — Look up exact things (F7): Search radius in miles (0-100). Qloo: filter.radius.
  • person_gender — string — Media and people products (F6): Person: gender. Qloo: filter.gender.
  • results_query — string — What is underserved (F2): Score only these named things (one name). Qloo: filter.results.entities.query.
  • content_rating — string — Media and people products (F6): Film/TV content rating(s), MPAA. Qloo: filter.content_rating.
  • popularity_max — number — What is underserved (F2): Gaps: niche only, popularity at most this percentile (0-1). Qloo: filter.popularity.max.
  • popularity_min — number — What is underserved (F2): Popularity at least this percentile (0-1). Qloo: filter.popularity.min.
  • resy_count_max — integer — Who serves or stocks it (F5): Resy rating count at most. Qloo: filter.external.resy.count.max.
  • resy_count_min — integer — Who serves or stocks it (F5): Resy rating count at least. Qloo: filter.external.resy.count.min.
  • resy_party_max — integer — Who serves or stocks it (F5): Resy party size at most. Qloo: filter.external.resy.party_size.max.
  • resy_party_min — integer — Who serves or stocks it (F5): Resy party size at least. Qloo: filter.external.resy.party_size.min.
  • exclude_geohash — string — Where to launch (F3): Leave out results whose geohash starts with this. Qloo: filter.exclude.location.geohash.
  • finale_year_max — integer — Media and people products (F6): TV: final season up to this year. Qloo: filter.finale_year.max.
  • finale_year_min — integer — Media and people products (F6): TV: final season from this year. Qloo: filter.finale_year.min.
  • hotel_class_max — integer — At what price, where (F4): Hotel class at most (1-5). Qloo: filter.hotel_class.max.
  • hotel_class_min — integer — At what price, where (F4): Hotel class at least (1-5). Qloo: filter.hotel_class.min.
  • interests_names — array — Who wants it (F1): Steer the answer by things you name (Qloo resolves them; sent as JSON). Qloo: signal.interests.entities.query. names, or one comma-separated string
  • latest_year_max — integer — Media and people products (F6): TV: released or updated up to this year. Qloo: filter.latest_known_year.max.
  • latest_year_min — integer — Media and people products (F6): TV: released or updated from this year. Qloo: filter.latest_known_year.min.
  • price_level_max — integer — At what price, where (F4): Places at price level at most (1-4). Qloo: filter.price_level.max.
  • price_level_min — integer — At what price, where (F4): Places at price level at least (1-4). Qloo: filter.price_level.min.
  • release_country — string — Media and people products (F6): Film/TV released in these countries. Qloo: filter.release_country.
  • resy_rating_max — number — Who serves or stocks it (F5): Resy rating at most (1-5). Qloo: filter.external.resy.rating.max.
  • resy_rating_min — number — Who serves or stocks it (F5): Resy rating at least (1-5). Qloo: filter.external.resy.rating.min.
  • audiences_weight — string — Who wants it (F1): How much the segments steer the answer. Qloo: signal.demographics.audiences.weight.
  • exclude_location — string — Where to launch (F3): Leave out a WKT area or locality id. Qloo: filter.exclude.location.
  • references_brand — string — Who serves or stocks it (F5): Who serves it: a brand by name or id; only places tied to it. Qloo: filter.references_brand.
  • external_operator — string — Who serves or stocks it (F5): Any (union) or all (intersection) of those. Qloo: operator.filter.external.exists.
  • business_rating_max — number — At what price, where (F4): Business rating at most. Qloo: filter.properties.business_rating.max.
  • business_rating_min — number — At what price, where (F4): Business rating at least. Qloo: filter.properties.business_rating.min.
  • exclude_tags_operator — string — What is underserved (F2): Leave out results with any (union) or all (intersection) of those tags. Qloo: operator.exclude.tags.
  • tripadvisor_count_max — integer — Who serves or stocks it (F5): Tripadvisor reviews at most. Qloo: filter.external.tripadvisor.rating.count.max.
  • tripadvisor_count_min — integer — Who serves or stocks it (F5): Tripadvisor reviews at least. Qloo: filter.external.tripadvisor.rating.count.min.
  • tripadvisor_rating_max — number — Who serves or stocks it (F5): Tripadvisor rating at most. Qloo: filter.external.tripadvisor.rating.max.
  • tripadvisor_rating_min — number — Who serves or stocks it (F5): Tripadvisor rating at least. Qloo: filter.external.tripadvisor.rating.min.
  • release_country_operator — string — Media and people products (F6): Any (union) or all (intersection) of those. Qloo: operator.filter.release_country.

  Hints: read-only no · destructive no · idempotent no · open-world yes

• knos_research_card read-only

  Paper id -> the proven result (quoted), citations, retraction status, Nobel recognition, the product it enables.

  Parameters:

  • ref (required) — string

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• knos_demand_check read-only

  A product idea -> Qloo evidence -> a decision made by code. Every Qloo demand family is a typed argument: who (age, gender, audiences), gaps (hide_leader, exclude, popularity_max), where (near, radius, location, geohash, region names), price tier (price_level, price range), who serves it (references_brand, quality, sort, ratings), product kind and years (film/TV/book/person), look up (lookup, entity_id), and `qloo` for any other documented parameter.

  Parameters:

  • idea (required) — string — the product idea (8-500 characters)
  • age — string — Who wants it (F1): Who: age range(s) the answer is weighted to. Qloo: signal.demographics.age. comma-separated, of: 24_and_younger, 25_to_29, 30_to_34, 35_to_44, 45_to_54, 55_and_older
  • city — string — Where to launch (F3): Exact city or town name. Qloo: filter.geocode.name.
  • near — string — Where to launch (F3): Where: a city or region by name. Qloo: filter.location.query.
  • qloo — object — Anything else in the guide (F8): Any other documented parameter for the call's filter.type, by its Qloo name. Qloo: *.
  • sort — string — Who serves or stocks it (F5): Order places by. Qloo: sort_by.
  • place — string — the launch market
  • admin1 — string — Where to launch (F3): Exact state or region. Qloo: filter.geocode.admin1_region.
  • admin2 — string — Where to launch (F3): Exact county or borough. Qloo: filter.geocode.admin2_region.
  • gender — string — Who wants it (F1): Who: gender the answer is weighted to. Qloo: signal.demographics.gender.
  • leader — string — the market leader to compare
  • lookup — string — Look up exact things (F7): Look up exact things: a name to find (Search Entities). Qloo: query.
  • radius — integer — Where to launch (F3): Where: radius around it, in meters (0 = strictly inside). Qloo: filter.location.radius.
  • address — string — Who serves or stocks it (F5): Address contains. Qloo: filter.address.
  • country — string — Where to launch (F3): Two-letter country code. Qloo: filter.geocode.country_code.
  • exclude — string — What is underserved (F2): Entity ids to leave out. Qloo: filter.exclude.entities.
  • geohash — string — Where to launch (F3): Only results whose geohash starts with this. Qloo: filter.location.geohash.
  • open_on — string — Who serves or stocks it (F5): Open on this day. Qloo: filter.hours.
  • quality — string — Who serves or stocks it (F5): Lean the ranking toward quality places. Qloo: bias.quality.
  • born_max — string — Media and people products (F6): Person: born on or before (YYYY-MM-DD). Qloo: filter.date_of_birth.max.
  • born_min — string — Media and people products (F6): Person: born on or after (YYYY-MM-DD). Qloo: filter.date_of_birth.min.
  • died_max — string — Media and people products (F6): Person: died on or before (YYYY-MM-DD). Qloo: filter.date_of_death.max.
  • died_min — string — Media and people products (F6): Person: died on or after (YYYY-MM-DD). Qloo: filter.date_of_death.min.
  • external — string — Who serves or stocks it (F5): Listed on these (resy, michelin, tablet). Qloo: filter.external.exists. comma-separated, of: resy, michelin, tablet
  • location — string — Where to launch (F3): A WKT POINT/POLYGON (longitude first) or a locality id. Qloo: filter.location.
  • price_to — integer — At what price, where (F4): Hotel price range to (0-1,000,000). Qloo: filter.price_range.to.
  • year_max — integer — Media and people products (F6): Released up to this year (film/TV; books: publication year). Qloo: filter.release_year.max.
  • year_min — integer — Media and people products (F6): Released from this year (film/TV; books: publication year). Qloo: filter.release_year.min.
  • audiences — string — Who wants it (F1): Audience segment ids (from /v2/audiences). Qloo: signal.demographics.audiences.
  • entity_id — string — Look up exact things (F7): Look up exact things: paste a Qloo entity id (Search Entities by ID). Qloo: entity_ids.
  • price_from — integer — At what price, where (F4): Hotel price range from (0-1,000,000). Qloo: filter.price_range.from.
  • qloo_calls — object — Anything else in the guide (F8): Calls to Qloo's other endpoints by path, each with its own documented parameters. Qloo: *.
  • rating_max — number — Media and people products (F6): Film/TV Qloo rating at most (0-5). Qloo: filter.rating.max.
  • rating_min — number — Media and people products (F6): Film/TV Qloo rating at least (0-5). Qloo: filter.rating.min.
  • hide_leader — boolean — What is underserved (F2): Gaps: hide the market leader (its Qloo id is excluded). Qloo: filter.exclude.entities.
  • hotel_class — string — At what price, where (F4): Hotel classes 1-5, mapped where they are hot. Qloo: filter.dimensions.hotel_class. comma-separated, of: 1, 2, 3, 4, 5
  • lookup_near — string — Look up exact things (F7): Search near: lat,lon or WKT. Qloo: filter.location.
  • lookup_sort — string — Look up exact things (F7): Order the search by. Qloo: sort_by.
  • price_level — string — At what price, where (F4): Price tier: 1 (cheap) to 4 (dear), mapped where it is hot. Qloo: filter.dimensions.price_level. comma-separated, of: 1, 2, 3, 4
  • exclude_near — string — Where to launch (F3): Leave out an area by name. Qloo: filter.exclude.location.query.
  • exclude_tags — string — What is underserved (F2): Tag ids to leave out. Qloo: filter.exclude.tags.
  • lookup_types — string — Look up exact things (F7): What kinds to search. Qloo: types. comma-separated, of: urn:entity:actor, urn:entity:album, urn:entity:artist, urn:entity:author, urn:entity:book, urn:entity:brand, urn:entity:destination, urn:entity:director, urn:entity:locality, urn:entity:movie, urn:entity:person, urn:entity:place, urn:entity:podcast, urn:entity:tv_show, urn:entity:videogame
  • product_kind — string — Media and people products (F6): Product kind: what the comparables are. Qloo: filter.type.
  • exclude_names — array — What is underserved (F2): Leave out things by name (Qloo resolves them; sent as JSON). Qloo: filter.exclude.entities.query. names, or one comma-separated string
  • lookup_radius — number — Look up exact things (F7): Search radius in miles (0-100). Qloo: filter.radius.
  • person_gender — string — Media and people products (F6): Person: gender. Qloo: filter.gender.
  • results_query — string — What is underserved (F2): Score only these named things (one name). Qloo: filter.results.entities.query.
  • content_rating — string — Media and people products (F6): Film/TV content rating(s), MPAA. Qloo: filter.content_rating.
  • popularity_max — number — What is underserved (F2): Gaps: niche only, popularity at most this percentile (0-1). Qloo: filter.popularity.max.
  • popularity_min — number — What is underserved (F2): Popularity at least this percentile (0-1). Qloo: filter.popularity.min.
  • resy_count_max — integer — Who serves or stocks it (F5): Resy rating count at most. Qloo: filter.external.resy.count.max.
  • resy_count_min — integer — Who serves or stocks it (F5): Resy rating count at least. Qloo: filter.external.resy.count.min.
  • resy_party_max — integer — Who serves or stocks it (F5): Resy party size at most. Qloo: filter.external.resy.party_size.max.
  • resy_party_min — integer — Who serves or stocks it (F5): Resy party size at least. Qloo: filter.external.resy.party_size.min.
  • exclude_geohash — string — Where to launch (F3): Leave out results whose geohash starts with this. Qloo: filter.exclude.location.geohash.
  • finale_year_max — integer — Media and people products (F6): TV: final season up to this year. Qloo: filter.finale_year.max.
  • finale_year_min — integer — Media and people products (F6): TV: final season from this year. Qloo: filter.finale_year.min.
  • hotel_class_max — integer — At what price, where (F4): Hotel class at most (1-5). Qloo: filter.hotel_class.max.
  • hotel_class_min — integer — At what price, where (F4): Hotel class at least (1-5). Qloo: filter.hotel_class.min.
  • interests_names — array — Who wants it (F1): Steer the answer by things you name (Qloo resolves them; sent as JSON). Qloo: signal.interests.entities.query. names, or one comma-separated string
  • latest_year_max — integer — Media and people products (F6): TV: released or updated up to this year. Qloo: filter.latest_known_year.max.
  • latest_year_min — integer — Media and people products (F6): TV: released or updated from this year. Qloo: filter.latest_known_year.min.
  • price_level_max — integer — At what price, where (F4): Places at price level at most (1-4). Qloo: filter.price_level.max.
  • price_level_min — integer — At what price, where (F4): Places at price level at least (1-4). Qloo: filter.price_level.min.
  • release_country — string — Media and people products (F6): Film/TV released in these countries. Qloo: filter.release_country.
  • resy_rating_max — number — Who serves or stocks it (F5): Resy rating at most (1-5). Qloo: filter.external.resy.rating.max.
  • resy_rating_min — number — Who serves or stocks it (F5): Resy rating at least (1-5). Qloo: filter.external.resy.rating.min.
  • audiences_weight — string — Who wants it (F1): How much the segments steer the answer. Qloo: signal.demographics.audiences.weight.
  • exclude_location — string — Where to launch (F3): Leave out a WKT area or locality id. Qloo: filter.exclude.location.
  • references_brand — string — Who serves or stocks it (F5): Who serves it: a brand by name or id; only places tied to it. Qloo: filter.references_brand.
  • external_operator — string — Who serves or stocks it (F5): Any (union) or all (intersection) of those. Qloo: operator.filter.external.exists.
  • business_rating_max — number — At what price, where (F4): Business rating at most. Qloo: filter.properties.business_rating.max.
  • business_rating_min — number — At what price, where (F4): Business rating at least. Qloo: filter.properties.business_rating.min.
  • exclude_tags_operator — string — What is underserved (F2): Leave out results with any (union) or all (intersection) of those tags. Qloo: operator.exclude.tags.
  • tripadvisor_count_max — integer — Who serves or stocks it (F5): Tripadvisor reviews at most. Qloo: filter.external.tripadvisor.rating.count.max.
  • tripadvisor_count_min — integer — Who serves or stocks it (F5): Tripadvisor reviews at least. Qloo: filter.external.tripadvisor.rating.count.min.
  • tripadvisor_rating_max — number — Who serves or stocks it (F5): Tripadvisor rating at most. Qloo: filter.external.tripadvisor.rating.max.
  • tripadvisor_rating_min — number — Who serves or stocks it (F5): Tripadvisor rating at least. Qloo: filter.external.tripadvisor.rating.min.
  • release_country_operator — string — Media and people products (F6): Any (union) or all (intersection) of those. Qloo: operator.filter.release_country.

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• knos_crossings read-only

  Every crossing this server ran, newest first: id, paper or idea, verdict, report hash.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• knos_milestones read-only

  Every commitment on this server: held order, units, status, claim id. A locked one needs an evidence page.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• knos_tasks read-only

  Open game rounds and milestones a person or agent can work on; judged and paid on devnet (test money).

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• knos_memory_search read-only

  FTS5 search (multilingual) over the agents' memory and the Knos Record: papers, crossings, decisions, events.

  Parameters:

  • q (required) — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• knos_memory_recall read-only

  Sibyl, the crossing agent's working memory: the last crossing of a paper or idea (product phrase, verdict, report).

  Parameters:

  • ref — string
  • idea — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• knos_sign_in

  Returns a session token the money tools need. CONFIRM FIRST: this moves devnet TEST money or posts work. Ask the human you work for before calling. Needs Authorization: Bearer in the HTTP header (an agent key's OAuth token), or the session token knos_sign_in returned. Test money only; no real funds.

  Parameters:

  • label (required) — string — who your human is (a display label)

  Hints: read-only no · destructive no · idempotent no · open-world no

• knos_preorder destructive

  Prepares a pre-order of an OPEN report: no server key buys for anyone, so it returns the page where your human's passkey approves it (devnet test money). CONFIRM FIRST: this moves devnet TEST money or posts work. Ask the human you work for before calling. Needs Authorization: Bearer in the HTTP header (an agent key's OAuth token), or the session token knos_sign_in returned. Test money only; no real funds.

  Parameters:

  • report (required) — string
  • units (required) — integer
  • session — string

  Hints: read-only no · destructive yes · idempotent no · open-world no

• knos_evidence

  Posts a milestone's public evidence page; verified evidence releases the held money to the maker. CONFIRM FIRST: this moves devnet TEST money or posts work. Ask the human you work for before calling. Needs Authorization: Bearer in the HTTP header (an agent key's OAuth token), or the session token knos_sign_in returned. Test money only; no real funds.

  Parameters:

  • commitment (required) — string
  • evidence_url (required) — string
  • session — string

  Hints: read-only no · destructive no · idempotent no · open-world no

• knos_task_submit

  Submits the whole train.py to the open round (knos_tasks says what to change and links the task's README); the sealed referee judges it at once; several attempts per round. A scored attempt with a devnet `wallet` is paid a demo prize in test units. CONFIRM FIRST: this moves devnet TEST money or posts work. Ask the human you work for before calling. Needs Authorization: Bearer in the HTTP header (an agent key's OAuth token), or the session token knos_sign_in returned. Test money only; no real funds.

  Parameters:

  • round (required) — string
  • code (required) — string
  • name — string
  • wallet — string
  • session — string

  Hints: read-only no · destructive no · idempotent no · open-world no

• knos_templates read-only

  AI model eval, hardware prototype, internal tool, paper to pilot, vendor deliverable; and the ISO 13485 / EU MDR regulatory milestones from OpenRegulatory's open templates (with attribution and licence).

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• knos_projects read-only

  Every project: milestones (tranches), their held orders, AMC commitments, attempts and where the work can be bought.

  Parameters:

  • id — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• knos_project_open

  Opens a project; each milestone is its own tranche, released only on a result plus an independent check. CONFIRM FIRST: this opens or changes work that devnet TEST money depends on. Ask the human you work for before calling, and say what it does. Needs Authorization: Bearer (an agent key's OAuth token, or a session).

  Parameters:

  • template (required) — string
  • title (required) — string
  • session — string
  • regulatory — array

  Hints: read-only no · destructive no · idempotent no · open-world no

• knos_project_claim

  Takes a milestone as a maker (parallel attempts allowed) and binds the wallet it pays (an agent key: its payout wallet, leave wallet out). A missed deadline refunds the funders and reopens it to others. CONFIRM FIRST: this opens or changes work that devnet TEST money depends on. Ask the human you work for before calling, and say what it does. Needs Authorization: Bearer (an agent key's OAuth token, or a session).

  Parameters:

  • project (required) — string
  • milestone (required) — string
  • wallet — string
  • session — string

  Hints: read-only no · destructive no · idempotent no · open-world no

• knos_project_post

  role=result (the maker) or check (someone else, another site): a public https page containing the milestone's claim id. Both in: the referee panel releases (the FROST group: 2 of 3 independent hosts re-check and sign). CONFIRM FIRST: this opens or changes work that devnet TEST money depends on. Ask the human you work for before calling, and say what it does. Needs Authorization: Bearer (an agent key's OAuth token, or a session).

  Parameters:

  • project (required) — string
  • milestone (required) — string
  • attempt (required) — string
  • url (required) — string
  • role (required) — string
  • session — string

  Hints: read-only no · destructive no · idempotent no · open-world no

• knos_milestone_submit

  For a milestone whose verifier is knos-referee:<round>: claims it for you if you have no attempt yet (an agent key: paid at its payout wallet, one claim of its cap), sends your whole train.py to that round's sealed referee, and when the verdict meets the target the held money is released to you with no human step. knos_tasks links the round's README. CONFIRM FIRST: this opens or changes work that devnet TEST money depends on. Ask the human you work for before calling, and say what it does. Needs Authorization: Bearer (an agent key's OAuth token, or a session).

  Parameters:

  • project (required) — string
  • milestone (required) — string
  • code (required) — string — the whole train.py
  • wallet — string
  • session — string

  Hints: read-only no · destructive no · idempotent no · open-world no

• knos_openapi read-only

  The same API as REST: /openapi.json.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• knos_ready read-only

  Free check of a brief before any money locks: each milestone needs a measurable target (number and unit, or a named test), a verifier (a GitHub check name, or what/how/who/where) and a deadline; vague words are flagged. Returns Ready, or Not ready with the missing fields and a rewrite template. Sends nothing.

  Parameters:

  • brief (required) — object

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• knos_usage read-only

  In plain words: which Knos tools were called over MCP and how many times since this server started, and the token use recorded for Knos's own goals (shown beside the 2.08x IDT ratio). Reads only, except `record`: the operator (its X-Knos-Admin key) records a goal's measured token use.

  Parameters:

  • record — object — a goal's measured token use (scripts/goal_usage.py); the operator only

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• knos_milestone_prompt read-only

  For a milestone you work on: the locked intent (goal, success check, constraints, scope) with its criteria hash, the effort level and output-token budget, and how to answer (minimal drafts, confidence first, stop when the check passes). Use it as your first instruction; do not re-derive the brief.

  Parameters:

  • project (required) — string
  • milestone (required) — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• qloo_capabilities read-only

  The official qloo-harness tool qloo_capabilities, proxied from this server's `qloo mcp` (LIVE).

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• qloo_find_tags read-only

  The official qloo-harness tool qloo_find_tags, proxied from this server's `qloo mcp` (LIVE).

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• qloo_describe read-only

  The official qloo-harness tool qloo_describe, proxied from this server's `qloo mcp` (LIVE).

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• qloo_audience_demographics read-only

  The official qloo-harness tool qloo_audience_demographics, proxied from this server's `qloo mcp` (LIVE).

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• qloo_entity_tags read-only

  The official qloo-harness tool qloo_entity_tags, proxied from this server's `qloo mcp` (LIVE).

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• qloo_where_popular read-only

  The official qloo-harness tool qloo_where_popular, proxied from this server's `qloo mcp` (LIVE).

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• qloo_trends read-only

  The official qloo-harness tool qloo_trends, proxied from this server's `qloo mcp` (LIVE).

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• qloo_compare_audiences read-only

  The official qloo-harness tool qloo_compare_audiences, proxied from this server's `qloo mcp` (LIVE).

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• qloo_rank read-only

  The official qloo-harness tool qloo_rank, proxied from this server's `qloo mcp` (LIVE).

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

• qloo_recommend read-only

  The official qloo-harness tool qloo_recommend, proxied from this server's `qloo mcp` (LIVE).

  Hints: read-only yes · destructive no · idempotent yes · open-world yes

Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.