Ext Ops Panel
Open dashboard

AI plant health diagnosis

Fast, private multi-species diagnosis. Custom-trained models. No third-party AI or image retention.

MCP server · by plant-lab

About

AI plant health diagnosis is an MCP server published by plant-lab. Marketplaces we read that list it: 1 (Official MCP Registry). The last change we recorded was on 2026-10-19. As of our marketplace pass on 2026-10-20.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

Requires: Authorization header

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a remote MCP server

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport http plantlab https://mcp.plantlab.ai --header "Authorization: Bearer <YOUR_PLANTLAB_API_KEY>"
Codex~/.codex/config.toml
[mcp_servers.plantlab]
url = "https://mcp.plantlab.ai"
http_headers = { "Authorization" = "Bearer <YOUR_PLANTLAB_API_KEY>" }
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "plantlab": {
      "url": "https://mcp.plantlab.ai",
      "headers": {
        "Authorization": "Bearer <YOUR_PLANTLAB_API_KEY>"
      }
    }
  }
}

Replace the values in angle brackets with your own. We show the names of the settings, never values.

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 0.1.1 No figure published Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Official MCP Registry: description changed
  2. Official MCP Registry: released version 0.1.1 (was 0.1.0)
  3. Became a product we track
  4. Official MCP Registry: appeared

Similar plugins

Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.

  • Kindwise Identification

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

    by kindwise.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Execute crop-pest-diagnostic-mcp

    Premium agentic endpoint for crop-pest-diagnostic-mcp.

    by Evozim · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Crub

    Identify plants, mushrooms and insects, and keep your garden’s records and jobs, from your AI.

    by crub.ai · MCP server

    Listed on: Official MCP Registry · Describes a similar job

  • nature-vision-mcp io.github.fonkychen/nature-vision-mcp

    Identifies biological species, returning Latin names with confidence scores.

    by fonkychen · MCP server

    Listed on: Official MCP Registry · Describes a similar job

  • uk-pest-management io.github.Ansvar-Systems/uk-pest-management

    UK pest, disease, and weed management — symptom diagnosis, IPM, approved products

    by Ansvar-Systems · MCP server

    Listed on: Official MCP Registry · Describes a similar job

  • plantcv-mcp

    Plant phenotyping via PlantCV — returns traits plus the segmentation overlay they came from

    by musharna · MCP server

    Listed on: Official MCP Registry · Describes a similar job

  • molecare-mcp io.github.MoleCare/molecare-mcp

    Educational dermatology knowledge and mole tracking. No credentials needed. Not a medical device.

    by MoleCare · MCP server

    Listed on: Official MCP Registry · Describes a similar job

  • Pollinations

    Access Pollinations models and API capabilities through agent tools.

    by pollinations · MCP server

    Listed on: Official MCP Registry · Describes a similar job

  • health-api io.github.Nicodemus941/health-api

    Clinical AI for lab analysis, biomarker scoring, health narratives, and risk insights.

    by Nicodemus941 · MCP server

    Listed on: Official MCP Registry · Describes a related job

  • StayCharted AMT

    Use your own trained text and picture classification models from any AI assistant.

    by staycharted.com · MCP server

    Listed on: Official MCP Registry · Describes a related job

Similar plugins by marketplace

The same question asked of one marketplace at a time: is there an analog of this plugin there?

Has a listing on Claude Code: claude-plugins-community (5)
  • grainulator

    Research sprint orchestrator for Claude Code. Ask a question, get a decision-ready brief — every finding is tracked as a typed claim, adversarially challenged, confidence-graded…

    by grainulation · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • sciagent-skills

    197 ready-to-use life sciences skills that turn Claude into a domain expert for genomics, proteomics, drug discovery, biostatistics, scientific computing, and scientific writing…

    by jaechang-hits · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • dalykit

    End-to-end data analysis workflow plugin for Claude Code. Covers the full pipeline from EDA to model training - EDA, preprocessing, statistical analysis, feature engineering, and…

    by taehyunan-99 · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • agent-trace-triage

    Agent Trace Triage is a Claude Code plugin for developers building agentic AI systems (LangGraph, CrewAI, custom tool loops, MCP agents). When an agent run fails, stuck in a loop…

    by WasayAbid · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

  • hipaalint-ai

    Static analysis for potential HIPAA-related issues in AI-assisted development. Informational only; not legal advice or compliance certification.

    by shivyadavus · Plugin bundle

    Listed on: Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Claude Code: claude-plugins-official (5)
  • fiftyone

    Build high-quality datasets and computer vision models. Visualize datasets, analyze models, find duplicates, run inference, evaluate predictions, and develop custom plugins.

    by voxel51 · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • DeepEval

    Skills for adding DeepEval evaluations, tracing, datasets, Confident AI reports, and iterative improvement loops to AI applications.

    by confident-ai · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Community GitHub marketplaces · Describes nearly the same job

  • dash0

    OpenTelemetry observability for Claude Code sessions. Captures tool calls, LLM invocations, token usage, and errors as OTel traces. Send telemetry to Dash0 or any…

    by dash0hq · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community · Describes nearly the same job

  • Pixeltable

    Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

    by pixeltable · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • langfuse-observability

    Langfuse observability plugin for Claude Code — captures and exports traces, spans, and session telemetry from Claude Code to Langfuse for LLM monitoring, debugging, and evaluation

    by langfuse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

Has a listing on Claude: knowledge-work-plugins (5)
  • Bio Research

    Connect to preclinical research tools and databases (literature search, genomics analysis, target prioritization) to accelerate early-stage life sciences R&D

    by Anthropic · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • Maven Bio

    Evidence-backed BioPharma research workflows over Maven Bio's drug, trial, company, and deal knowledge graph. Skills for competitive pipelines, indication landscapes, asset…

    by MavenBio · Plugin bundle

    Listed on: Claude: knowledge-work-plugins · Describes nearly the same job

  • Pixeltable

    Build multimodal AI applications with Pixeltable -- tables, computed columns, embedding search, UDFs, tool-calling agents, and 25+ AI provider integrations.

    by pixeltable · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • datarobot-agent-skills

    DataRobot skills for AI/ML workflows — model training, deployment, predictions, feature engineering, monitoring, explainability, data preparation, App Framework CI/CD, and…

    by datarobot-oss · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Community GitHub marketplaces · Describes nearly the same job

  • langfuse

    Skills for working with Langfuse, the open-source LLM engineering platform for tracing, prompt management, and evaluation.

    by langfuse · Plugin bundle

    Listed on: Claude Code: claude-plugins-official, Claude: knowledge-work-plugins, Claude Code: claude-plugins-community · Describes nearly the same job

Has a listing on Codex: openai-curated (openai/plugins) (5)
  • Life Science Research

    General life-sciences research workflows with query routing, evidence synthesis, and optional parallel subagent analysis across genetics, omics, biology, chemistry, structure…

    by OpenAI · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Boltz

    Predict structures, screen molecules and proteins, and design binders.

    by Boltz · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • NVIDIA

    Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…

    by NVIDIA · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Plugin Eval

    Evaluate Codex skills and plugins from chat with a beginner-friendly start command, local-first reports, token budget explanations, and guided benchmarking.

    by OpenAI Codex · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

  • Datadog (Preview)

    Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production…

    by Datadog · Plugin bundle

    Listed on: Codex: openai-curated (openai/plugins) · Describes nearly the same job

Has a listing on Community GitHub marketplaces (5)
  • assay

    Connect Claude Code to Assay's MCP policy and evidence tools and golden-path skill.

    by Roel Schuurkes · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • Biodiscovery Skills

    Thinking tools for AI agents making discoveries in the life sciences

    by dekan-aleksandr · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • grainulator

    Research sprint orchestrator for Claude Code. Ask a question, get a decision-ready brief — every finding is tracked as a typed claim, adversarially challenged, confidence-graded…

    by grainulation · Plugin bundle

    Listed on: Claude Code: claude-plugins-community, Community GitHub marketplaces · Describes nearly the same job

  • cogniac-skills

    Skills for interacting with the Cogniac platform via the cogniac CLI and Python SDK

    by cogniac · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

  • Tree Ring Memory

    Local-first memory lifecycle guidance for Claude Code using Tree Ring Memory.

    by TerminallyLazy · Plugin bundle

    Listed on: Community GitHub marketplaces · Describes nearly the same job

Has a listing on Copilot CLI: github/awesome-copilot (5)
  • BLEA

    Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.

    by Nitmi · MCP server

    Listed on: Official MCP Registry, Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • doublecheck

    Three-layer verification pipeline for AI output. Extracts claims, finds sources, and flags hallucination risks so humans can verify before acting.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • cast-imaging

    A comprehensive collection of specialized agents for software analysis, impact assessment, structural quality advisories, and architectural review using CAST Imaging.

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • token-pacman

    Visualizes live session AI-credit usage as a Pac-Man board with pellets, ghosts, fruit milestones, and game-over limits.

    by James Montemagno · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

  • edge-ai-tasks

    Task Researcher and Task Planner for intermediate to expert users and large codebases - Brought to you by microsoft/edge-ai

    by Awesome Copilot Community · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot · Describes nearly the same job

Has a listing on Copilot CLI: github/copilot-plugins (5)
  • microsoft-365-agents-toolkit

    Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • canvas-apps

    Build Power Apps Canvas Apps using the Canvas Authoring MCP server.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • dataverse

    Build and manage Microsoft Dataverse solutions using natural language. Includes table/column creation, solution lifecycle, data operations, and MCP server configuration.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/awesome-copilot, Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • model-apps

    Build and deploy Power Apps generative pages for model-driven apps with specialist agents for planning, entity creation, and parallel code generation. Requires PAC CLI >= 2.7.0…

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

  • workiq

    Query Microsoft 365 data with natural language — emails, meetings, documents, Teams messages, and more.

    by microsoft · Plugin bundle

    Listed on: Copilot CLI: github/copilot-plugins · Describes nearly the same job

Has a listing on Cursor: cursor/plugins (5)
  • Excalidraw

    Draw and export hand-drawn diagrams from chat.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Ralph Loop

    Iterative self-referential AI loops using the Ralph Wiggum technique.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • playwright-mcp io.github.microsoft/playwright-mcp

    Playwright Tools for MCP

    by microsoft · MCP server

    Listed on: Official MCP Registry, Claude Code: claude-plugins-official, Cursor: cursor/plugins, Docker MCP Catalog · Describes nearly the same job

  • Agent Compatibility

    CLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

  • Clay

    Enrich people and companies, run AI research agents.

    by Cursor · Plugin bundle

    Listed on: Cursor: cursor/plugins · Describes nearly the same job

Has a listing on Docker MCP Catalog (5)
  • Opik

    Read and score Opik traces, experiments, datasets and prompts from your AI assistant.

    by comet-ml · MCP server

    Listed on: Official MCP Registry, Docker MCP Catalog · Describes nearly the same job

  • AWS Bedrock Data Automation

    Analyze documents, images, videos, and audio.

    by awslabs · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Needle Remote

    Production-ready RAG service to search and retrieve data from your documents.

    by docker · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Novita

    Seamless interaction with Novita AI platform resources.

    by novitalabs · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

  • Kagi Search

    The Official Model Context Protocol (MCP) server for Kagi Search & other tools.

    by kagisearch · MCP server

    Listed on: Docker MCP Catalog · Describes nearly the same job

Has a listing on Official MCP Registry (5)
  • Kindwise Identification

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

    by kindwise.com · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Execute crop-pest-diagnostic-mcp

    Premium agentic endpoint for crop-pest-diagnostic-mcp.

    by Evozim · MCP server

    Listed on: Official MCP Registry · Describes nearly the same job

  • Crub

    Identify plants, mushrooms and insects, and keep your garden’s records and jobs, from your AI.

    by crub.ai · MCP server

    Listed on: Official MCP Registry · Describes a similar job

  • nature-vision-mcp io.github.fonkychen/nature-vision-mcp

    Identifies biological species, returning Latin names with confidence scores.

    by fonkychen · MCP server

    Listed on: Official MCP Registry · Describes a similar job

  • uk-pest-management io.github.Ansvar-Systems/uk-pest-management

    UK pest, disease, and weed management — symptom diagnosis, IPM, approved products

    by Ansvar-Systems · MCP server

    Listed on: Official MCP Registry · Describes a similar job

Has a listing on npm registry (MCP servers) (5)
  • DSH Plugin Certification

    Read-only MCP server exposing the dsh-plugin-certification registry for DeepSeek Harness plugins.

    by PerryLink · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • garminmcp io.github.davidmosiah/garminmcp

    Privacy-first unofficial Garmin Connect MCP for AI health, sleep, activity & recovery agents.

    by davidmosiah · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • DEEPBOM

    Browser-local and CLI static evidence for deployed AI model artifacts.

    by JunHwan-Kwon · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • genexus io.github.lennix1337/genexus

    Read, edit, and analyze GeneXus 18 KB objects from Claude, Cursor, and AI agents.

    by lennix1337 · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

  • DuDuClaw

    Local persistent memory and Markdown wiki for AI coding agents: 24 MCP tools, no gateway required.

    by zhixuli0406 · MCP server

    Listed on: Official MCP Registry, npm registry (MCP servers) · Describes nearly the same job

Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

Want this mark on your plugin in our catalog?

Prove you maintain it with a file in its repository, a file on your domain or a DNS record, and you can show this mark on the card, with live banners for your site and README. How verification works

You also get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built