Kindwise MCP server

Endpoint: https://agents.kindwise.com/mcp · Authentication: No auth

Identify plants, crop diseases, insects and mushrooms from images with Kindwise.

Test it live Run the release-readiness report

How do I authenticate?

Add the endpoint directly in your client. The catalog records no authentication requirement; no OAuth sign-in or API key is configured in this setup. The live server may change.

Authentication and connection guide

Connection specification

Remote endpoint: https://agents.kindwise.com/mcp
Browser access: Not yet measured
Declared MCP transport: Streamable HTTP
Live-validated MCP transport: Streamable HTTP — Observed by the latest catalog validation
Declared authentication: No authentication
Detected authentication: No authentication detected or retained from publisher evidence
Protocol lifecycle: Stateful MCP · 2025-11-25
Category: AI Infrastructure

Product documentation · Official listing documentation · Official MCP Registry record

Provider guidance

The public trial is limited to 10 queries per IP address per 24 hours; production use requires a publisher account.

More AI Infrastructure MCP servers · Browse all MCP servers · Test this endpoint in the MCP Playground

Authorization setup

No app registration needed

This catalog entry does not require authorization or provider app registration.

Connect it

Live-validated endpoint: https://agents.kindwise.com/mcp · Streamable HTTP. No authentication is required by the catalog listing.

Agent prompt for Claude Code or Codex

Add the Kindwise MCP server to my MCP client configuration and verify that it works.

What it is: Identify plants, crop diseases, insects and mushrooms from images with Kindwise.
Server URL: https://agents.kindwise.com/mcp
Transport: Streamable HTTP (remote MCP server, no local install).
Authentication: none. The server accepts connections without credentials.
Tools (5, as last observed by mcptest): diagnose_crop, identify_insect, identify_mushroom, identify_plant, submit_feedback.
Reference: https://mcptest.io/servers/kindwise/

Steps:
1. Work out which MCP client I use (Claude Code, Codex, Cursor, VS Code or another) and add the server under the name "kindwise" in that client's MCP configuration, user scope unless I ask otherwise.
   Claude Code: claude mcp add --transport http --scope user 'kindwise' 'https://agents.kindwise.com/mcp'
   Codex: codex mcp add 'kindwise' --url 'https://agents.kindwise.com/mcp'
   Other clients: use the setup for that client on the reference page.
2. Never write a credential value into a file that could be committed; reference an environment variable or the client's secret store, and ask me for any value you need.
3. Verify: connect to the server and call tools/list. Confirm the tools above are listed, and report any sign-in step I still have to complete.

Claude Code setup

Run in a terminal. This user-scoped entry is available across projects.

claude mcp add --transport http --scope user 'kindwise' 'https://agents.kindwise.com/mcp'

Codex CLI setup

Run in a terminal; Codex stores the entry in ~/.codex/config.toml.

codex mcp add 'kindwise' --url 'https://agents.kindwise.com/mcp'

Cursor setup

Add to .cursor/mcp.json for this project, or ~/.cursor/mcp.json for all projects.

{
  "mcpServers": {
    "kindwise": {
      "url": "https://agents.kindwise.com/mcp"
    }
  }
}

VS Code setup

Add to .vscode/mcp.json, or run “MCP: Open User Configuration” for a private user-level entry.

{
  "servers": {
    "kindwise": {
      "type": "http",
      "url": "https://agents.kindwise.com/mcp"
    }
  }
}

Claude setup

Add the endpoint above in Claude:

Customize > Connectors > Add custom connector
Team/Enterprise: Organization settings > Connectors > Add > Custom > Web

Claude Desktop setup

Add the endpoint above in Claude Desktop:

Remote: Customize > Connectors (same as claude.ai)
Local: Settings > Developer > Edit Config, or Settings > Extensions for .mcpb files
~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows), local servers only

ChatGPT setup

Add the endpoint above in ChatGPT:

ChatGPT web: Plugins > Add custom MCP server, then configure authentication and accept the risk warning

Windsurf setup

Add the endpoint above in Windsurf:

~/.config/devin/mcp_config.json (%APPDATA%\devin\mcp_config.json on Windows), serverUrl or url
Cascade panel > ... > MCPs > Open MCP config file

Gemini CLI setup

Add the endpoint above in Gemini CLI:

gemini mcp add --transport http <name> <url>
~/.gemini/settings.json (user) or .gemini/settings.json (project), mcpServers

MCP SDK setup

Add the endpoint above in MCP SDK:

Programmatic: new Client(...).connect(new StreamableHTTPClientTransport(url))

Notes for every client

Provider guidance: The public trial is limited to 10 queries per IP address per 24 hours; production use requires a publisher account.

Client compatibility

Client	Status	Why
Claude Code	Supported	Claude Code supports Streamable HTTP servers and servers without authentication.
Codex	Partial	Codex's documentation does not state support for servers without authentication. Codex CLI ignores resources: The server can still connect, but Codex CLI does not consume the advertised resources capability. Codex CLI ignores prompts: The server can still connect, but Codex CLI does not consume the advertised prompts capability.
Cursor	Supported	Cursor supports Streamable HTTP servers and servers without authentication.
VS Code	Supported	VS Code supports Streamable HTTP servers and servers without authentication.
Claude	Supported	Claude supports Streamable HTTP servers and servers without authentication.
Claude Desktop	Supported	Claude Desktop supports Streamable HTTP servers and servers without authentication.
ChatGPT	Partial	ChatGPT ignores resources: The server can still connect, but ChatGPT does not consume the advertised resources capability. ChatGPT ignores prompts: The server can still connect, but ChatGPT does not consume the advertised prompts capability. Stateful routing needs operational care: ChatGPT can preserve MCP sessions, but the deployment must route a session consistently and retain its state.
Windsurf	Partial	Windsurf's documentation does not state support for servers without authentication.
Gemini CLI	Supported	Gemini CLI supports Streamable HTTP servers and servers without authentication.
MCP SDK	Supported	MCP SDK supports Streamable HTTP servers and servers without authentication.

Computed from this server's validated transport, protocol and authentication against documented client support. Checks the catalog has not observed are not counted.

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Guides for this server

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Latest validation evidence

Validation status: Online when last tested
Validation checked at: Oct 26, 2026 at 11:07 AM
Validation detail: Negotiated stateful MCP 2025-11-25 at https://agents.kindwise.com/mcp; detected transport streamable-http; authentication none

Tool inventory

What the catalog validator observed on Oct 26, 2026 at https://agents.kindwise.com/mcp without credentials. The live server may have changed since; connect in the Playground for the current list.

Tools provided by Kindwise 5

Some details were sanitized for public display.

diagnose_cropNo outputSchema
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":["[REDACTED URI] 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 pathogen
Input details?: string, images?: any, language?: string, latitude?: any, longitude?: any, similar_images?: boolean
- details?: stringoptional
  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.
- images?: anyoptional
  Public https URLs (Kindwise product servers download; this proxy does not fetch) or base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["[REDACTED URI] Use that URL only if you have no user photo, and tell the user it is the Kindwise trial photo.
- language?: stringoptional
  BCP 47 language for localized details such as common names (default en).
- latitude?: anyoptional
  WGS-84 latitude of where the photo was taken. Improves wild-species ranking.
- longitude?: anyoptional
  WGS-84 longitude of where the photo was taken. Provide together with latitude.
- similar_images?: booleanoptional
  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.
identify_insectNo outputSchema
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":["[REDACTED URI] 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 simil
Input details?: string, images?: any, language?: string, latitude?: any, longitude?: any, similar_images?: boolean
- details?: stringoptional
  Comma-separated extra fields to include on each suggestion. Allowed tokens: common_names, url, description, taxonomy, rank. Unknown tokens are ignored by upstream.
- images?: anyoptional
  Public https URLs (Kindwise product servers download; this proxy does not fetch) or base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["[REDACTED URI] Use that URL only if you have no user photo, and tell the user it is the Kindwise trial photo.
- language?: stringoptional
  BCP 47 language for localized details such as common names (default en).
- latitude?: anyoptional
  WGS-84 latitude of where the photo was taken. Improves wild-species ranking.
- longitude?: anyoptional
  WGS-84 longitude of where the photo was taken. Provide together with latitude.
- similar_images?: booleanoptional
  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.
identify_mushroomNo outputSchema
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":["[REDACTED URI] 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 ed
Input details?: string, images?: any, language?: string, latitude?: any, longitude?: any, similar_images?: boolean
- details?: stringoptional
  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.
- images?: anyoptional
  Public https URLs (Kindwise product servers download; this proxy does not fetch) or base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["[REDACTED URI] Use that URL only if you have no user photo, and tell the user it is the Kindwise trial photo.
- language?: stringoptional
  BCP 47 language for localized details such as common names (default en).
- latitude?: anyoptional
  WGS-84 latitude of where the photo was taken. Improves wild-species ranking.
- longitude?: anyoptional
  WGS-84 longitude of where the photo was taken. Provide together with latitude.
- similar_images?: booleanoptional
  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.
identify_plantNo outputSchema
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":["[REDACTED URI] 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, c
Input classification_level?: any, details?: string, health?: any, images?: any, language?: string, latitude?: any, longitude?: any, similar_images?: boolean
- classification_level?: anyoptional
  Taxonomic rank of suggestions: `species` (default upstream behavior), `genus`, or `all` (genus, species, and infraspecies).
- details?: stringoptional
  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.
- health?: anyoptional
  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?: anyoptional
  Public https URLs (Kindwise product servers download; this proxy does not fetch) or base64 JPEG/PNG/WebP. Chat attachments are invisible. Example: {"images":["[REDACTED URI] Use that URL only if you have no user photo, and tell the user it is the Kindwise trial photo.
- language?: stringoptional
  BCP 47 language for localized details such as common names (default en).
- latitude?: anyoptional
  WGS-84 latitude of where the photo was taken. Improves wild-species ranking.
- longitude?: anyoptional
  WGS-84 longitude of where the photo was taken. Provide together with latitude.
- similar_images?: booleanoptional
  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.
submit_feedbackNo outputSchema
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. D
Input called_identify?: any, client_name?: any, comment: string, had_image?: any, rating?: any, reason: string
- called_identify?: anyoptional
  True if you already called an identify_* tool in this session.
- client_name?: anyoptional
  MCP client or host app name, if known (e.g. Cursor, Claude).
- comment: stringrequired
  English note about this trial service (1–3 sentences): what was hard, what to improve, what worked. Not a verdict on one identification.
- had_image?: anyoptional
  True if the user had a photo (in chat or a URL) even if you could not pass it to identify_*.
- rating?: anyoptional
  Optional 0–5 score for how easy this trial was to use.
- reason: stringrequired
  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, …); missing_feature = Wanted a capability this trial does not expose; other = Other

Resources 2

agent_guidetext/markdown
How to pass images; please send trial feedback — Image-passing rules and an invitation to submit English service feedback. Does not use quota.
trial_quotaapplication/json
Remaining identification quota for this IP — Rolling 24-hour identify allowance remaining for the caller. Does not consume quota.

Prompts 5

diagnose_crop_photo
Walk through calling diagnose_crop with a usable field photo, then optional feedback.
Arguments No parameters
identify_insect_photo
Walk through calling identify_insect with a usable image, then optional feedback.
Arguments No parameters
identify_mushroom_photo
Walk through calling identify_mushroom. Never advise eating wild fungi.
Arguments No parameters
identify_plant_photo
Walk through calling identify_plant with a usable image, then optional feedback.
Arguments No parameters
send_kindwise_feedback
Ask the model to send English feedback about this trial service.
Arguments No parameters