About
mushroom.id is an advanced AI mushroom identification API developed by Kindwise, designed for businesses, developers, and researchers who need reliable fungal recognition at scale. The API draws on a database of 4,500+ taxa — including mushrooms, slime molds, and lichens — and achieves 88% accuracy in ranking the correct species within the top three results. Each identification response can include rich metadata: representative images, edibility and toxicity classification, morphological characteristics, similar look-alike species, taxonomy, GBIF IDs, iNaturalist IDs, and synonyms. The API supports multilingual queries and responses, making it suitable for global applications. Developers can integrate the API into mobile apps, web platforms, educational tools, or field-research systems. Batch identification is also supported via the mushroom batch identifier companion tool. The service is continuously updated with new species data and improved model accuracy. Ideal use cases include forager apps for mushroom hunters, nature education platforms, arborist and forestry tools, citizen-science projects, and agri-tech solutions. mushroom.id is part of Kindwise's broader ecosystem of nature-identification APIs, which also covers plants, insects, and crop health, enabling developers to build comprehensive biodiversity recognition into their products.
Key Features
- 4,500+ Fungi Taxa Coverage: Identifies mushrooms, slime molds, and lichens across more than 4,500 species and classes using a continuously updated species database.
- 88% Top-3 Accuracy: Delivers the correct species identification within the top three results for nearly 9 out of 10 queries, ensuring reliable results in real-world conditions.
- Rich Fungal Metadata: Each identification response includes edibility and toxicity ratings, morphological characteristics, look-alike species, taxonomy, GBIF IDs, iNaturalist IDs, and representative images.
- Multilingual API Support: Supports multiple languages for descriptions, common names, and URLs, enabling developers to build globally accessible fungal identification products.
- Batch Image Identification: Processes large volumes of mushroom images in bulk via the mushroom batch identifier, ideal for research, surveys, and large-scale data collection.
Use Cases
- Building forager and mushroom hunting apps that help users safely identify wild fungi in the field.
- Integrating fungal identification into nature education platforms and citizen-science biodiversity projects.
- Supporting arborists and forestry professionals with automated detection of tree-associated fungi and lichens.
- Powering research and R&D tools for mycologists, ecologists, and agricultural scientists needing bulk species classification.
- Enhancing agri-tech and crop health platforms with detection of fungal pathogens and related organisms.
Pros
- Extensive Species Database: With 4,500+ taxa covered, it is one of the most comprehensive mushroom identification APIs available, supporting a wide range of real-world use cases.
- Developer-Friendly Integration: Well-documented API with batch processing, multilingual support, and rich structured data responses makes integration straightforward for development teams.
- Safety-Critical Data Included: Edibility and toxicity classification is built into responses, making it valuable for consumer-facing apps where safety information is essential.
Cons
- Limited Characteristic Coverage: Only about 14.68% of species in the database have detailed characteristics, and edibility data covers just 13.15%, leaving gaps for rarer species.
- Paid API Access: Full-scale API usage requires a paid plan, which may be a barrier for individual hobbyist developers or small non-commercial projects.
Frequently Asked Questions
How many mushroom species can mushroom.id identify?
mushroom.id can currently identify 4,500+ taxa including mushrooms, slime molds, and lichens, with ongoing updates to expand the database further.
How accurate is the mushroom.id API?
The API achieves 88% accuracy, meaning the correct species appears within the top three ranked results for nearly nine out of ten queries.
Does the API support languages other than English?
Yes. mushroom.id supports multiple languages for descriptions, common names, and URLs. English is the default, and you can set a preferred language in each API request.
What data is returned with each identification?
Each response can include taxonomy, GBIF ID, iNaturalist ID, representative images, edibility and toxicity info, morphological characteristics, look-alike species, and synonyms — depending on database coverage for that species.
Can I process multiple images at once?
Yes. Kindwise offers a mushroom batch identifier tool that allows you to submit large volumes of images for bulk processing, suitable for research and large-scale surveys.
