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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · AI / LLM tooling

Kindwise Identification

Identify plants, crop diseases, insects, and mushrooms from photos. Free IP-limited trial.

Checks passed
12 / 22

2 failed · 8 not measured

Median response
123 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
5

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
222

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 123 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name kindwise-agent-trial.

  • Pass
    Lists tools

    tools/list returned 5 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 123 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 123 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    32 of 32 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Fail
    Website matches publisher

    The website host does not match the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-08-29T06:09:55.8622Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Kindwise Identification

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http kindwise-identification https://agents.kindwise.com/mcp

Capabilities

Tools 5

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.

Discovered
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.

Discovered
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.

Discovered
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.

Discovered
submit_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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected123 ms5