MCP Radar
MCP Server

Kindwise Identification

com.kindwise/agents
Science & Engineering Public & reachable MCP 2025-11-25

What this MCP does

Identifies plants, insects, mushrooms, and crop diseases or pests from supplied images.

Capabilities

Tools

5 tools
diagnose_crop
Diagnose crop
Pass `images` as public https URLs (Kindwise product servers download; this proxy does not fetch) or as base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg"]}. Use that URL only if you have no user photo; then say so. Do not invent URLs. Wikimedia often returns HTTP 424; retry with base64. Diagnose crop diseases, disorders, and pests from field photographs using Kindwise Crop.health. Use for agricultural crops (not ornamental houseplants) when the user wants likely pathogens, pests, symptoms, severity, and treatment notes. Include close-ups of lesions plus a wider canopy shot when possible. Optional latitude and longitude improve regional ranking. Returns crop and disease/pest suggestions with the requested detail fields. Creates a Kindwise identification and counts against the per-IP trial quota (default 10 calls per rolling 24 hours). No client API key is required or accepted. Treatment fields are informational; they are not a substitute for a local agronomist or pesticide label. When you are done with this trial, call submit_feedback in English about the service — not about a single diagnosis.
Open world
Input schema 
{'type': 'object', 'title': 'diagnose_cropArguments', 'properties': {'images': {'anyOf': [{'type': 'array', 'items': {'type': 'string', 'maxLength': 8000000, 'minLength': 1, 'description': 'Public http(s) image URL that Kindwise product servers will download, or a base64-encoded JPEG/PNG/WebP string (optional data: URL prefix). This MCP proxy does not fetch the file.'}}, {'type': 'null'}], 'title': 'Images', 'default': None, 'examples': [['https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg']], 'maxItems': 8, 'minItems': 1, 'maxLength': 8, 'minLength': 1, 'description': 'Public https URLs (Kindwise product servers download; this proxy does not fetch) or base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg"]}. Use that URL only if you have no user photo, and tell the user it is the Kindwise trial photo.'}, 'details': {'type': 'string', 'title': 'Details', 'default': 'type,common_names,wiki_description,description,treatment,symptoms,severity,spreading', 'maxLength': 400, 'minLength': 1, 'description': 'Comma-separated extra fields to include on each suggestion. Allowed tokens: type, common_names, wiki_description, description, treatment, symptoms, severity, spreading. Unknown tokens are ignored by upstream.'}, 'language': {'type': 'string', 'title': 'Language', 'default': 'en', 'pattern': '^[a-z]{2}(-[A-Za-z]{2})?$', 'maxLength': 16, 'minLength': 2, 'description': 'BCP 47 language for localized details such as common names (default en).'}, 'latitude': {'anyOf': [{'type': 'number', 'maximum': 90, 'minimum': -90}, {'type': 'null'}], 'title': 'Latitude', 'default': None, 'description': 'WGS-84 latitude of where the photo was taken. Improves wild-species ranking.'}, 'longitude': {'anyOf': [{'type': 'number', 'maximum': 180, 'minimum': -180}, {'type': 'null'}], 'title': 'Longitude', 'default': None, 'description': 'WGS-84 longitude of where the photo was taken. Provide together with latitude.'}, 'similar_images': {'type': 'boolean', 'title': 'Similar Images', 'default': False, 'description': 'If true, each suggestion includes visually similar reference images. Defaults to false so MCP responses stay small. Set true only if you need those URLs.'}}, 'additionalProperties': False}
identify_insect
Identify insect
Pass `images` as public https URLs (Kindwise product servers download; this proxy does not fetch) or as base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg"]}. Use that URL only if you have no user photo; then say so. Do not invent URLs. Wikimedia often returns HTTP 424; retry with base64. Identify insects and insect-like arthropods from photographs using Kindwise Insect.id. Use when the user supplies a photo of a beetle, moth, bee, ant, true bug, spider-like pest, or similar invertebrate and needs scientific name, common names, and taxonomy. Prefer a sharp dorsal or lateral view. Optional latitude and longitude improve ranking. Returns ranked taxon suggestions with probabilities plus requested details. Creates a Kindwise identification and counts against the per-IP trial quota (default 10 calls per rolling 24 hours). No client API key is required or accepted. Results are not medical or pest-control prescriptions. When you are done with this trial, call submit_feedback in English about the service.
Open world
Input schema 
{'type': 'object', 'title': 'identify_insectArguments', 'properties': {'images': {'anyOf': [{'type': 'array', 'items': {'type': 'string', 'maxLength': 8000000, 'minLength': 1, 'description': 'Public http(s) image URL that Kindwise product servers will download, or a base64-encoded JPEG/PNG/WebP string (optional data: URL prefix). This MCP proxy does not fetch the file.'}}, {'type': 'null'}], 'title': 'Images', 'default': None, 'examples': [['https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg']], 'maxItems': 8, 'minItems': 1, 'maxLength': 8, 'minLength': 1, 'description': 'Public https URLs (Kindwise product servers download; this proxy does not fetch) or base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg"]}. Use that URL only if you have no user photo, and tell the user it is the Kindwise trial photo.'}, 'details': {'type': 'string', 'title': 'Details', 'default': 'common_names,url,description,taxonomy,rank', 'maxLength': 400, 'minLength': 1, 'description': 'Comma-separated extra fields to include on each suggestion. Allowed tokens: common_names, url, description, taxonomy, rank. Unknown tokens are ignored by upstream.'}, 'language': {'type': 'string', 'title': 'Language', 'default': 'en', 'pattern': '^[a-z]{2}(-[A-Za-z]{2})?$', 'maxLength': 16, 'minLength': 2, 'description': 'BCP 47 language for localized details such as common names (default en).'}, 'latitude': {'anyOf': [{'type': 'number', 'maximum': 90, 'minimum': -90}, {'type': 'null'}], 'title': 'Latitude', 'default': None, 'description': 'WGS-84 latitude of where the photo was taken. Improves wild-species ranking.'}, 'longitude': {'anyOf': [{'type': 'number', 'maximum': 180, 'minimum': -180}, {'type': 'null'}], 'title': 'Longitude', 'default': None, 'description': 'WGS-84 longitude of where the photo was taken. Provide together with latitude.'}, 'similar_images': {'type': 'boolean', 'title': 'Similar Images', 'default': False, 'description': 'If true, each suggestion includes visually similar reference images. Defaults to false so MCP responses stay small. Set true only if you need those URLs.'}}, 'additionalProperties': False}
identify_mushroom
Identify mushroom
Pass `images` as public https URLs (Kindwise product servers download; this proxy does not fetch) or as base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg"]}. Use that URL only if you have no user photo; then say so. Do not invent URLs. Wikimedia often returns HTTP 424; retry with base64. Identify mushrooms and other fungi from photographs using Kindwise Mushroom.id. Use when the user supplies a photo of a fruiting body and needs likely taxon, look-alikes, and published edibility metadata. Include cap, gills or pores, and stem when possible. Optional latitude and longitude improve ranking. Returns ranked taxon suggestions with probabilities plus requested details. Creates a Kindwise identification and counts against the per-IP trial quota (default 10 calls per rolling 24 hours). No client API key is required or accepted. Edibility and psychoactive fields are informational only. Never recommend eating a wild fungus based on this tool; misidentification can be fatal. When you are done with this trial, call submit_feedback in English about the service — not about whether one fungus name was correct.
Open world
Input schema 
{'type': 'object', 'title': 'identify_mushroomArguments', 'properties': {'images': {'anyOf': [{'type': 'array', 'items': {'type': 'string', 'maxLength': 8000000, 'minLength': 1, 'description': 'Public http(s) image URL that Kindwise product servers will download, or a base64-encoded JPEG/PNG/WebP string (optional data: URL prefix). This MCP proxy does not fetch the file.'}}, {'type': 'null'}], 'title': 'Images', 'default': None, 'examples': [['https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg']], 'maxItems': 8, 'minItems': 1, 'maxLength': 8, 'minLength': 1, 'description': 'Public https URLs (Kindwise product servers download; this proxy does not fetch) or base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg"]}. Use that URL only if you have no user photo, and tell the user it is the Kindwise trial photo.'}, 'details': {'type': 'string', 'title': 'Details', 'default': 'common_names,url,description,edibility,psychoactive,taxonomy,rank,look_alike', 'maxLength': 400, 'minLength': 1, 'description': 'Comma-separated extra fields to include on each suggestion. Allowed tokens: common_names, url, description, edibility, psychoactive, taxonomy, rank, look_alike. Unknown tokens are ignored by upstream.'}, 'language': {'type': 'string', 'title': 'Language', 'default': 'en', 'pattern': '^[a-z]{2}(-[A-Za-z]{2})?$', 'maxLength': 16, 'minLength': 2, 'description': 'BCP 47 language for localized details such as common names (default en).'}, 'latitude': {'anyOf': [{'type': 'number', 'maximum': 90, 'minimum': -90}, {'type': 'null'}], 'title': 'Latitude', 'default': None, 'description': 'WGS-84 latitude of where the photo was taken. Improves wild-species ranking.'}, 'longitude': {'anyOf': [{'type': 'number', 'maximum': 180, 'minimum': -180}, {'type': 'null'}], 'title': 'Longitude', 'default': None, 'description': 'WGS-84 longitude of where the photo was taken. Provide together with latitude.'}, 'similar_images': {'type': 'boolean', 'title': 'Similar Images', 'default': False, 'description': 'If true, each suggestion includes visually similar reference images. Defaults to false so MCP responses stay small. Set true only if you need those URLs.'}}, 'additionalProperties': False}
identify_plant
Identify plant
Pass `images` as public https URLs (Kindwise product servers download; this proxy does not fetch) or as base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg"]}. Use that URL only if you have no user photo; then say so. Do not invent URLs. Wikimedia often returns HTTP 424; retry with base64. Identify a vascular plant from photographs using Kindwise Plant.id. Use when the user supplies a photo of a houseplant, tree, wildflower, grass, crop, or weed and needs scientific name, common names, taxonomy, and optional health assessment. Prefer 2–3 sharp close-ups of leaves, flowers, or fruit. Optional latitude and longitude improve ranking for wild plants. Returns ranked taxon suggestions with probabilities plus the requested detail fields. Creates a Kindwise identification and counts against the per-IP trial quota (default 10 calls per rolling 24 hours). No client API key is required or accepted. Set health to auto, all, or only when the user also wants disease or pest assessment. Do not treat results as medical, legal, or foraging advice. When you are done with this trial, call submit_feedback in English about the service (image passing, schema, quota) — not about whether one taxon was correct.
Open world
Input schema 
{'type': 'object', 'title': 'identify_plantArguments', 'properties': {'health': {'anyOf': [{'enum': ['auto', 'all', 'only'], 'type': 'string'}, {'type': 'null'}], 'title': 'Health', 'default': None, 'description': 'Optional plant-health assessment. `auto` adds disease results only when the plant looks unhealthy; `all` always includes species plus health; `only` returns health assessment without species ranking. Omit for species identification alone.'}, 'images': {'anyOf': [{'type': 'array', 'items': {'type': 'string', 'maxLength': 8000000, 'minLength': 1, 'description': 'Public http(s) image URL that Kindwise product servers will download, or a base64-encoded JPEG/PNG/WebP string (optional data: URL prefix). This MCP proxy does not fetch the file.'}}, {'type': 'null'}], 'title': 'Images', 'default': None, 'examples': [['https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg']], 'maxItems': 8, 'minItems': 1, 'maxLength': 8, 'minLength': 1, 'description': 'Public https URLs (Kindwise product servers download; this proxy does not fetch) or base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["https://cdn.prod.website-files.com/64876ae345f1e27598fafc02/6a9685b0fb44053ea552bedc_plant.jpg"]}. Use that URL only if you have no user photo, and tell the user it is the Kindwise trial photo.'}, 'details': {'type': 'string', 'title': 'Details', 'default': 'common_names,url,description,taxonomy,rank,edible_parts,watering', 'maxLength': 400, 'minLength': 1, 'description': 'Comma-separated extra fields to include on each suggestion. Allowed tokens: common_names, url, description, taxonomy, rank, name_authority, gbif_id, inaturalist_id, image, images, synonyms, edible_parts, propagation_methods, watering. Unknown tokens are ignored by upstream.'}, 'language': {'type': 'string', 'title': 'Language', 'default': 'en', 'pattern': '^[a-z]{2}(-[A-Za-z]{2})?$', 'maxLength': 16, 'minLength': 2, 'description': 'BCP 47 language for localized details such as common names (default en).'}, 'latitude': {'anyOf': [{'type': 'number', 'maximum': 90, 'minimum': -90}, {'type': 'null'}], 'title': 'Latitude', 'default': None, 'description': 'WGS-84 latitude of where the photo was taken. Improves wild-species ranking.'}, 'longitude': {'anyOf': [{'type': 'number', 'maximum': 180, 'minimum': -180}, {'type': 'null'}], 'title': 'Longitude', 'default': None, 'description': 'WGS-84 longitude of where the photo was taken. Provide together with latitude.'}, 'similar_images': {'type': 'boolean', 'title': 'Similar Images', 'default': False, 'description': 'If true, each suggestion includes visually similar reference images. Defaults to false so MCP responses stay small. Set true only if you need those URLs.'}, 'classification_level': {'anyOf': [{'enum': ['species', 'all', 'genus'], 'type': 'string'}, {'type': 'null'}], 'title': 'Classification Level', 'default': None, 'description': 'Taxonomic rank of suggestions: `species` (default upstream behavior), `genus`, or `all` (genus, species, and infraspecies).'}}, 'additionalProperties': False}
submit_feedback
Submit trial feedback
Send English feedback about this Kindwise agent trial as a product — not about a single plant/insect/mushroom identification. Kindwise reads these notes to make the MCP/REST trial easier for agents (image passing, tool schema, quota, missing tools). Please call this once per session after you try the server, whether identify_* worked or you got stuck. Write `comment` in English: what was hard, what to change, what worked. Set reason to one of: easy_to_use, hard_to_pass_image, image_url_failed, tool_calling_friction, schema_confusing, quota_too_low, response_unhelpful, missing_feature, other. Does not consume the daily identification quota. Does not attach to a Kindwise identification.
Input schema 
{'type': 'object', 'title': 'submit_feedbackArguments', 'required': ['reason', 'comment'], 'properties': {'rating': {'anyOf': [{'type': 'number', 'maximum': 5, 'minimum': 0}, {'type': 'null'}], 'title': 'Rating', 'default': None, 'description': 'Optional 0â\x80\x935 score for how easy this trial was to use.'}, 'reason': {'enum': ['easy_to_use', 'hard_to_pass_image', 'image_url_failed', 'tool_calling_friction', 'schema_confusing', 'quota_too_low', 'response_unhelpful', 'missing_feature', 'other'], 'type': 'string', 'title': 'Reason', 'description': 'easy_to_use = Trial was easy to use; hard_to_pass_image = Hard to pass an image into the tools; image_url_failed = Image URL failed (e.g. 424); tool_calling_friction = Having to call a tool got in the way; schema_confusing = Tool schema or arguments were confusing; quota_too_low = Daily IP cap got in the way; response_unhelpful = Tool result was hard to use (too large, unclear, â\x80¦); missing_feature = Wanted a capability this trial does not expose; other = Other'}, 'comment': {'type': 'string', 'title': 'Comment', 'maxLength': 2000, 'minLength': 20, 'description': 'English note about this trial service (1â\x80\x933 sentences): what was hard, what to improve, what worked. Not a verdict on one identification.'}, 'had_image': {'anyOf': [{'type': 'boolean'}, {'type': 'null'}], 'title': 'Had Image', 'default': None, 'description': 'True if the user had a photo (in chat or a URL) even if you could not pass it to identify_*.'}, 'client_name': {'anyOf': [{'type': 'string', 'maxLength': 80}, {'type': 'null'}], 'title': 'Client Name', 'default': None, 'description': 'MCP client or host app name, if known (e.g. Cursor, Claude).'}, 'called_identify': {'anyOf': [{'type': 'boolean'}, {'type': 'null'}], 'title': 'Called Identify', 'default': None, 'description': 'True if you already called an identify_* tool in this session.'}}, 'additionalProperties': False}
History

Recent tool changes

Added
submit_feedback
Sept. 17, 2026, 12:35 p.m.
Added
identify_mushroom
Sept. 17, 2026, 12:35 p.m.
Added
identify_insect
Sept. 17, 2026, 12:35 p.m.
Added
diagnose_crop
Sept. 17, 2026, 12:35 p.m.
Added
identify_plant
Sept. 17, 2026, 12:35 p.m.
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