Skip to main content
Glama

inaturalist-mcp-server

Inaturalist Get Species Counts

inaturalist_get_species_counts
Read-only

Rank leaf taxa recorded in an area and period, most-observed first. Includes hybrids and coarser identifications; subspecies roll up to their species. An area is given in exactly one form: place_id, the lat/lng/radius triple in kilometres, or a four-corner bounding box. Narrow to a clade by passing taxon_id, e.g. the birds of a park, or to one observer or one project by user_id, user_login, or project_id. Defaults to research-grade, wild-only records and echoes those defaults back. For the most active people rather than the most recorded taxa, use inaturalist_get_leaderboard.

Input Schema

NameRequiredDescriptionDefault
d1NoEarliest observation date, YYYY-MM-DD. Inclusive. Must be on or before d2.
d2NoLatest observation date, YYYY-MM-DD. Inclusive.
csiNoIUCN-normalised conservation status codes. Matches global statuses plus statuses listed at exactly place_id, excluding ancestor-place listings; decode with inaturalist_list_reference topic conservation_status_codes.
latNoLatitude of the search centre, in decimal degrees. Requires lng and radius.
lngNoLongitude of the search centre, in decimal degrees. Requires lat and radius.
pageNoPage number. Defaults to 1.
rankNoExact identification rank. Unlike hrank/lrank, species does not also select hybrid.
hrankNoHighest (coarsest) identification rank level to accept. Must be at or above lrank.
lrankNoLowest (finest) identification rank level to accept. Equal bounds select a level, including ranks sharing that level such as species and hybrid.
monthNoObserved calendar months, 1–12, matched as alternatives.
nelatNoNorth-east corner latitude of the bounding box, at or north of swlat. All four corners or none.
nelngNoNorth-east corner longitude of the bounding box. All four corners or none. West of swlng is accepted: it describes a box crossing the antimeridian.
swlatNoSouth-west corner latitude of the bounding box. All four corners or none.
swlngNoSouth-west corner longitude of the bounding box. All four corners or none.
nativeNoFilter the observation’s indexed taxon as native at its location.
radiusNoSearch radius around lat/lng, in KILOMETRES, greater than 0. Requires lat and lng. Ceiling: 20040; oversized values are clamped with notice.
captiveNoTrue returns captive and cultivated records only — zoo animals, garden plantings; false returns wild records only. Defaults to false.
endemicNoFilter the observation’s indexed taxon as endemic at its location.
term_idNoAnnotation attribute ids, from inaturalist_list_reference topic controlled_terms — e.g. 1 for Life Stage. Multiple ids match any one annotation, not all annotations; arrays are membership sets, not positional pairs.
user_idNoRestrict to one observer, by numeric user id from inaturalist_resolve_name type user. Mutually exclusive with user_login.
per_pageNoTaxa per page. Raise page to continue the ranking. Ceiling: 50; oversized values are clamped.
place_idNoNumeric iNaturalist place id from inaturalist_find_places. Mutually exclusive with the lat/lng/radius triple and the bounding box. A non-numeric value answers HTTP 500 upstream.
taxon_idNoRestrict to this taxon and its descendants. Resolve a name to an id with inaturalist_resolve_name.
introducedNoFilter the observation’s indexed taxon as introduced at its location.
project_idNoRestrict to observations in one project, by numeric project id from inaturalist_resolve_name type project.
threatenedNoFilter the observation’s indexed taxon as threatened at its location.
user_loginNoRestrict to one observer, by login — the login on an inaturalist_resolve_name user candidate, a leaderboard entry, or an observation’s observer. Mutually exclusive with user_id.
iconic_taxaNoBroad organism groups, by their scientific iconic-taxon name. A common-name value such as "Birds" matches nothing upstream, so only the listed values are accepted.
quality_gradeNoIdentification confidence tiers to include, normalized to unique values in first-appearance order. Defaults to research-grade only; adding "needs_id" roughly doubles the corpus and lowers identification confidence.
term_value_idNoAnnotation value ids, from the same attribute listing — e.g. 6 for Larva. Requires term_id; sent alone it is ignored upstream and the unfiltered corpus comes back. Multiple ids match any one annotation with an attribute in term_id and a value in this set, not both annotations.

Output Schema

NameRequiredDescriptionDefault
capNoThe per_page that was applied.
errorNoPresent when the call failed. Absent on success.
shownNoHow many taxa this page carries.
noticeNoGuidance when nothing matched, when the page is past the last one holding taxa, or how to reach the taxa beyond this page.
speciesNoThe taxa, ranked by observation_count, most-observed first, each at its absolute position.
truncatedNoTrue when the page filled per_page and more taxa follow.
total_resultsNoHow many taxa match. An estimate over a live index — it drifts between calls seconds apart.
applied_filtersNoThe server-applied defaults that determine what this answer means.
truncationCeilingNoObservation count of the last taxon shown. The ranking is descending, so no taxon left off this page exceeds it.

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed25 schema fields changed
    • addedInput schema / properties / csi
      Added value: +{
      +  "description": "IUCN-normalised conservation status codes. Matches global statuses plus statuses listed at exactly place_id, excluding ancestor-place listings; decode with inaturalist_list_reference topic conservation_status_codes.",
      +  "items": {
      +    "enum": [
      +      "LC",
      +      "NT",
      +      "VU",
      +      "EN",
      +      "CR",
      +      "EW",
      +      "EX"
      +    ],
      +    "type": "string"
      +  },
      +  "type": "array"
      +}
    • addedInput schema / properties / endemic
      Added value: +{
      +  "description": "Filter the observation’s indexed taxon as endemic at its location.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / hrank
      Added value: +{
      +  "description": "Highest (coarsest) identification rank level to accept. Must be at or above lrank.",
      +  "enum": [
      +    "stateofmatter",
      +    "kingdom",
      +    "phylum",
      +    "subphylum",
      +    "superclass",
      +    "class",
      +    "subclass",
      +    "infraclass",
      +    "subterclass",
      +    "superorder",
      +    "order",
      +    "suborder",
      +    "infraorder",
      +    "parvorder",
      +    "zoosection",
      +    "zoosubsection",
      +    "superfamily",
      +    "epifamily",
      +    "family",
      +    "subfamily",
      +    "supertribe",
      +    "tribe",
      +    "subtribe",
      +    "genus",
      +    "genushybrid",
      +    "subgenus",
      +    "section",
      +    "subsection",
      +    "complex",
      +    "species",
      +    "hybrid",
      +    "subspecies",
      +    "variety",
      +    "form",
      +    "infrahybrid"
      +  ],
      +  "type": "string"
      +}
    • addedInput schema / properties / introduced
      Added value: +{
      +  "description": "Filter the observation’s indexed taxon as introduced at its location.",
      +  "type": "boolean"
      +}
    • addedInput schema / properties / lrank
      Added value: +{
      +  "description": "Lowest (finest) identification rank level to accept. Equal bounds select a level, including ranks sharing that level such as species and hybrid.",
      +  "enum": [
      +    "stateofmatter",
      +    "kingdom",
      +    "phylum",
      +    "subphylum",
      +    "superclass",
      +    "class",
      +    "subclass",
      +    "infraclass",
      +    "subterclass",
      +    "superorder",
      +    "order",
      +    "suborder",
      +    "infraorder",
      +    "parvorder",
      +    "zoosection",
      +    "zoosubsection",
      +    "superfamily",
      +    "epifamily",
      +    "family",
      +    "subfamily",
      +    "supertribe",
      +    "tribe",
      +    "subtribe",
      +    "genus",
      +    "genushybrid",
      +    "subgenus",
      +    "section",
      +    "subsection",
      +    "complex",
      +    "species",
      +    "hybrid",
      +    "subspecies",
      +    "variety",
      +    "form",
      +    "infrahybrid"
      +  ],
      +  "type": "string"
      +}
    • addedInput schema / properties / month
      Added value: +{
      +  "description": "Observed calendar months, 1–12, matched as alternatives.",
      +  "items": {
      +    "maximum": 12,
      +    "minimum": 1,
      +    "type": "integer"
      +  },
      +  "type": "array"
      +}
    • addedInput schema / properties / native
      Added value: +{
      +  "description": "Filter the observation’s indexed taxon as native at its location.",
      +  "type": "boolean"
      +}
    • changedInput schema / properties / per_page / description
      Previous value: -"Species per page. Raise page to continue the ranking. Ceiling: 50; oversized values are clamped."New value: +"Taxa per page. Raise page to continue the ranking. Ceiling: 50; oversized values are clamped."
    • changedInput schema / properties / project_id / maximum
      Previous value: -9007199254740991New value: +2147483647
    • changedInput schema / properties / radius / description
      Previous value: -"Search radius around lat/lng, in KILOMETRES, greater than 0. Requires lat and lng. The upstream publishes no bound; 500 is a verified ceiling this server imposes."New value: +"Search radius around lat/lng, in KILOMETRES, greater than 0. Requires lat and lng. Ceiling: 20040; oversized values are clamped with notice."
    • removedInput schema / properties / radius / maximum
      Removed value: -500
    • addedInput schema / properties / rank
      Added value: +{
      +  "description": "Exact identification rank. Unlike hrank/lrank, species does not also select hybrid.",
      +  "enum": [
      +    "stateofmatter",
      +    "kingdom",
      +    "phylum",
      +    "subphylum",
      +    "superclass",
      +    "class",
      +    "subclass",
      +    "infraclass",
      +    "subterclass",
      +    "superorder",
      +    "order",
      +    "suborder",
      +    "infraorder",
      +    "parvorder",
      +    "zoosection",
      +    "zoosubsection",
      +    "superfamily",
      +    "epifamily",
      +    "family",
      +    "subfamily",
      +    "supertribe",
      +    "tribe",
      +    "subtribe",
      +    "genus",
      +    "genushybrid",
      +    "subgenus",
      +    "section",
      +    "subsection",
      +    "complex",
      +    "species",
      +    "hybrid",
      +    "subspecies",
      +    "variety",
      +    "form",
      +    "infrahybrid"
      +  ],
      +  "type": "string"
      +}
    • changedInput schema / properties / term_id / description
      Previous value: -"Annotation attribute ids, from inaturalist_list_reference topic controlled_terms — e.g. 1 for Life Stage."New value: +"Annotation attribute ids, from inaturalist_list_reference topic controlled_terms — e.g. 1 for Life Stage. Multiple ids match any one annotation, not all annotations; arrays are membership sets, not positional pairs."
    • changedInput schema / properties / term_value_id / description
      Previous value: -"Annotation value ids, from the same attribute listing — e.g. 6 for Larva. Requires term_id; sent alone it is ignored upstream and the unfiltered corpus comes back."New value: +"Annotation value ids, from the same attribute listing — e.g. 6 for Larva. Requires term_id; sent alone it is ignored upstream and the unfiltered corpus comes back. Multiple ids match any one annotation with an attribute in term_id and a value in this set, not both annotations."
    • addedInput schema / properties / threatened
      Added value: +{
      +  "description": "Filter the observation’s indexed taxon as threatened at its location.",
      +  "type": "boolean"
      +}
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `unknown_place_id`: iNaturalist answered 422 because place_id does not exist. `invalid_geography`: An area was given partially, in two forms at once, with a radius of 0 or less, or with nelat south of swlat. `inverted_date_range`: d1 is after d2. `unpaired_annotation_value`: term_value_id was supplied without term_id. `conflicting_observer`: user_id and user_login were both supplied. `unknown_taxon_id`: iNaturalist answered 422 because the taxon_id does not exist. `unknown_user`: iNaturalist answered 422 because the user_id or user_login names no observer. `unknown_project_id`: iNaturalist answered 422 because the project_id does not exist. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `inverted_rank_range`: hrank is a finer rank level than lrank. `unknown_place_id`: iNaturalist answered 422 because place_id does not exist. `invalid_geography`: An area was given partially, in two forms at once, with a radius of 0 or less, or with nelat south of swlat. `inverted_date_range`: d1 is after d2. `unpaired_annotation_value`: term_value_id was supplied without term_id. `conflicting_observer`: user_id and user_login were both supplied. `unknown_taxon_id`: iNaturalist answered 422 because the taxon_id does not exist. `unknown_user`: iNaturalist answered 422 because the user_id or user_login names no observer. `unknown_project_id`: iNaturalist answered 422 because the project_id does not exist. Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "unknown_place_id",
      -  "invalid_geography",
      -  "inverted_date_range",
      -  "unpaired_annotation_value",
      -  "conflicting_observer",
      -  "unknown_taxon_id",
      -  "unknown_user",
      -  "unknown_project_id"
      -]New value: +[
      +  "inverted_rank_range",
      +  "unknown_place_id",
      +  "invalid_geography",
      +  "inverted_date_range",
      +  "unpaired_annotation_value",
      +  "conflicting_observer",
      +  "unknown_taxon_id",
      +  "unknown_user",
      +  "unknown_project_id"
      +]
    • changedOutput schema / properties / notice / description
      Previous value: -"Guidance when nothing matched, when the page is past the last one holding species, or how to reach the species beyond this page."New value: +"Guidance when nothing matched, when the page is past the last one holding taxa, or how to reach the taxa beyond this page."
    • changedOutput schema / properties / shown / description
      Previous value: -"How many species this page carries."New value: +"How many taxa this page carries."
    • changedOutput schema / properties / species / description
      Previous value: -"The species, ranked by observation_count, most-observed first, each at its absolute position."New value: +"The taxa, ranked by observation_count, most-observed first, each at its absolute position."
    • changedOutput schema / properties / species / items / description
      Previous value: -"One species and how often it was recorded in the requested area and period."New value: +"One leaf taxon and how often it was recorded in the requested area and period."
    • changedOutput schema / properties / species / items / properties / position / description
      Previous value: -"Absolute place in this ranking, counted from page 1 — 7 is the seventh most-observed species. Not the taxonomic rank, which is rank."New value: +"Absolute place in this ranking, counted from page 1 — 7 is the seventh most-observed taxon. Not the taxonomic rank, which is rank."
    • changedOutput schema / properties / total_results / description
      Previous value: -"How many distinct species match. An estimate over a live index — it drifts between calls seconds apart."New value: +"How many taxa match. An estimate over a live index — it drifts between calls seconds apart."
    • changedOutput schema / properties / truncated / description
      Previous value: -"True when the page filled per_page and more species follow."New value: +"True when the page filled per_page and more taxa follow."
    • changedOutput schema / properties / truncationCeiling / description
      Previous value: -"Observation count of the last species shown. The ranking is descending, so no species left off this page exceeds it."New value: +"Observation count of the last taxon shown. The ranking is descending, so no taxon left off this page exceeds it."
  2. Changed12 schema fields changed
    • changedInput schema / properties / captive / description
      Previous value: -"Whether to include captive and cultivated records — zoo animals, garden plantings. Defaults to wild organisms only."New value: +"True returns captive and cultivated records only — zoo animals, garden plantings; false returns wild records only. Defaults to false."
    • changedInput schema / properties / per_page / description
      Previous value: -"Species per page, maximum 50. A ranked species costs roughly 860 bytes across structuredContent and the rendered text together, so 50 is a full page near 43 KB. Upstream would serve 500 in one page — raise page rather than asking for it."New value: +"Species per page. Raise page to continue the ranking. Ceiling: 50; oversized values are clamped."
    • addedInput schema / properties / per_page / exclusiveMinimum
      Added value: +0
    • changedInput schema / properties / per_page / maximum
      Previous value: -50New value: +9007199254740991
    • removedInput schema / properties / per_page / minimum
      Removed value: -1
    • changedInput schema / properties / quality_grade / description
      Previous value: -"Identification confidence tiers to include. Defaults to research-grade only; adding \"needs_id\" roughly doubles the corpus and lowers identification confidence."New value: +"Identification confidence tiers to include, normalized to unique values in first-appearance order. Defaults to research-grade only; adding \"needs_id\" roughly doubles the corpus and lowers identification confidence."
    • changedOutput schema / properties / applied_filters / properties / captive / description
      Previous value: -"Whether captive and cultivated records were included."New value: +"Captive-only when true, wild-only when false."
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_geography`: An area was given partially, in two forms at once, with a radius of 0 or less, or with nelat south of swlat. `inverted_date_range`: d1 is after d2. `unpaired_annotation_value`: term_value_id was supplied without term_id. `conflicting_observer`: user_id and user_login were both supplied. `unknown_taxon_id`: iNaturalist answered 422 because the taxon_id does not exist. `unknown_user`: iNaturalist answered 422 because the user_id or user_login names no observer. `unknown_project_id`: iNaturalist answered 422 because the project_id does not exist. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `unknown_place_id`: iNaturalist answered 422 because place_id does not exist. `invalid_geography`: An area was given partially, in two forms at once, with a radius of 0 or less, or with nelat south of swlat. `inverted_date_range`: d1 is after d2. `unpaired_annotation_value`: term_value_id was supplied without term_id. `conflicting_observer`: user_id and user_login were both supplied. `unknown_taxon_id`: iNaturalist answered 422 because the taxon_id does not exist. `unknown_user`: iNaturalist answered 422 because the user_id or user_login names no observer. `unknown_project_id`: iNaturalist answered 422 because the project_id does not exist. Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "invalid_geography",
      -  "inverted_date_range",
      -  "unpaired_annotation_value",
      -  "conflicting_observer",
      -  "unknown_taxon_id",
      -  "unknown_user",
      -  "unknown_project_id"
      -]New value: +[
      +  "unknown_place_id",
      +  "invalid_geography",
      +  "inverted_date_range",
      +  "unpaired_annotation_value",
      +  "conflicting_observer",
      +  "unknown_taxon_id",
      +  "unknown_user",
      +  "unknown_project_id"
      +]
    • changedOutput schema / properties / species / items / properties / photo / properties / attribution / description
      Previous value: -"Attribution string, verbatim and never reformatted. Reproduce it with any use of the image."New value: +"Verbatim attribution; reproduce with any use of the image."
    • changedOutput schema / properties / species / items / properties / photo / properties / medium_url / description
      Previous value: -"Medium variant. Supplied by upstream where it publishes every size, otherwise derived by substituting the size qualifier in the path. Absent when the path did not match the documented shape."New value: +"Medium image URL; derived from the size path if needed. Absent when no variant is available."
    • changedOutput schema / properties / species / items / properties / photo / properties / open / description
      Previous value: -"True when the photo is served from the host the upstream reserves for open licences. A photo can move hosts when its licence changes, so this reflects fetch time."New value: +"True when served from the open-licence host at fetch time; licences can change."
  3. Changed9 schema fields changed
    • addedInput schema / properties / project_id
      Added value: +{
      +  "description": "Restrict to observations in one project, by numeric project id from inaturalist_resolve_name type project.",
      +  "maximum": 9007199254740991,
      +  "minimum": 1,
      +  "type": "integer"
      +}
    • addedInput schema / properties / user_id
      Added value: +{
      +  "description": "Restrict to one observer, by numeric user id from inaturalist_resolve_name type user. Mutually exclusive with user_login.",
      +  "maximum": 9007199254740991,
      +  "minimum": 1,
      +  "type": "integer"
      +}
    • addedInput schema / properties / user_login
      Added value: +{
      +  "description": "Restrict to one observer, by login — the login on an inaturalist_resolve_name user candidate, a leaderboard entry, or an observation’s observer. Mutually exclusive with user_id.",
      +  "minLength": 1,
      +  "type": "string"
      +}
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_geography`: An area was given partially, in two forms at once, with a radius of 0 or less, or with nelat south of swlat. `inverted_date_range`: d1 is after d2. `unpaired_annotation_value`: term_value_id was supplied without term_id. `unknown_taxon_id`: iNaturalist answered 422 because the taxon_id does not exist. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `invalid_geography`: An area was given partially, in two forms at once, with a radius of 0 or less, or with nelat south of swlat. `inverted_date_range`: d1 is after d2. `unpaired_annotation_value`: term_value_id was supplied without term_id. `conflicting_observer`: user_id and user_login were both supplied. `unknown_taxon_id`: iNaturalist answered 422 because the taxon_id does not exist. `unknown_user`: iNaturalist answered 422 because the user_id or user_login names no observer. `unknown_project_id`: iNaturalist answered 422 because the project_id does not exist. Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "invalid_geography",
      -  "inverted_date_range",
      -  "unpaired_annotation_value",
      -  "unknown_taxon_id"
      -]New value: +[
      +  "invalid_geography",
      +  "inverted_date_range",
      +  "unpaired_annotation_value",
      +  "conflicting_observer",
      +  "unknown_taxon_id",
      +  "unknown_user",
      +  "unknown_project_id"
      +]
    • changedOutput schema / properties / notice / description
      Previous value: -"Guidance when nothing matched, or how to reach the species beyond this page."New value: +"Guidance when nothing matched, when the page is past the last one holding species, or how to reach the species beyond this page."
    • changedOutput schema / properties / species / description
      Previous value: -"The species, ranked by observation_count, most-observed first."New value: +"The species, ranked by observation_count, most-observed first, each at its absolute position."
    • addedOutput schema / properties / species / items / properties / position
      Added value: +{
      +  "description": "Absolute place in this ranking, counted from page 1 — 7 is the seventh most-observed species. Not the taxonomic rank, which is rank.",
      +  "type": "number"
      +}
    • changedOutput schema / properties / species / items / required
      Previous value: -[
      -  "taxon_id",
      -  "name",
      -  "common_name",
      -  "rank",
      -  "iconic_taxon_name",
      -  "observation_count"
      -]New value: +[
      +  "position",
      +  "taxon_id",
      +  "name",
      +  "common_name",
      +  "rank",
      +  "iconic_taxon_name",
      +  "observation_count"
      +]
  4. Changed7 schema fields changed
    • changedInput schema / properties / d1 / description
      Previous value: -"Earliest observation date, YYYY-MM-DD. Inclusive."New value: +"Earliest observation date, YYYY-MM-DD. Inclusive. Must be on or before d2."
    • changedInput schema / properties / nelat / description
      Previous value: -"North-east corner latitude of the bounding box. All four corners or none."New value: +"North-east corner latitude of the bounding box, at or north of swlat. All four corners or none."
    • changedInput schema / properties / nelng / description
      Previous value: -"North-east corner longitude of the bounding box. All four corners or none."New value: +"North-east corner longitude of the bounding box. All four corners or none. West of swlng is accepted: it describes a box crossing the antimeridian."
    • changedInput schema / properties / radius / description
      Previous value: -"Search radius around lat/lng, in KILOMETRES. Requires lat and lng. The upstream publishes no bound; 500 is a verified ceiling this server imposes."New value: +"Search radius around lat/lng, in KILOMETRES, greater than 0. Requires lat and lng. The upstream publishes no bound; 500 is a verified ceiling this server imposes."
    • removedInput schema / properties / radius / minimum
      Removed value: -0
    • changedOutput schema / properties / error / properties / data / properties / reason / description
      Previous value: -"Machine-readable failure mode. Declared by this tool: `invalid_geography`: An area was given partially or in two forms at once. `unpaired_annotation_value`: term_value_id was supplied without term_id. `unknown_taxon_id`: iNaturalist answered 422 because the taxon_id does not exist. Other values are possible when a failure originates below the handler."New value: +"Machine-readable failure mode. Declared by this tool: `invalid_geography`: An area was given partially, in two forms at once, with a radius of 0 or less, or with nelat south of swlat. `inverted_date_range`: d1 is after d2. `unpaired_annotation_value`: term_value_id was supplied without term_id. `unknown_taxon_id`: iNaturalist answered 422 because the taxon_id does not exist. Other values are possible when a failure originates below the handler."
    • changedOutput schema / properties / error / properties / data / properties / reason / examples
      Previous value: -[
      -  "invalid_geography",
      -  "unpaired_annotation_value",
      -  "unknown_taxon_id"
      -]New value: +[
      +  "invalid_geography",
      +  "inverted_date_range",
      +  "unpaired_annotation_value",
      +  "unknown_taxon_id"
      +]
  5. First observed

TDQS

A4.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=true, so the description adds useful behavioral context: default research-grade and wild-only records, echoing those defaults, and taxon roll-up behavior. It does not discuss rate limits or pagination behavior beyond what the schema already says, but it meaningfully supplements the annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is front-loaded with the core ranking behavior, then moves through area forms, narrowing filters, defaults, and the named alternative. The sentences are information-dense with no filler, appropriate for a tool with 30 parameters.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema and complete schema parameter descriptions, the description does not need to explain return values or every filter. It covers the essential invocation semantics, though it could briefly mention other major filters such as conservation status or month for a 30-parameter tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the baseline is 3. The description adds meaningful grouping semantics by explaining the exactly-one area form, the role of taxon_id for clade narrowing, and the observer/project filters, though most individual parameter details remain in the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb and resource: it ranks leaf taxa recorded in an area and period, most-observed first. It also clarifies inclusion of hybrids and coarser identifications and how subspecies roll up, which distinguishes the result semantics from a simple observation search.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explicitly states that the area must be given in exactly one form: place_id, lat/lng/radius, or bounding box. It also explains how to narrow by taxon, observer, or project, and names inaturalist_get_leaderboard as the alternative for active people rather than most-recorded taxa.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.