generated: '2026-07-19'
method: derived
status: candidate
source: https://github.com/Kimola/api
notes: No official hosted or published Kimola MCP server was found (no @modelcontextprotocol package,
  no docs reference, no registry entry). The tools below are a candidate surface derived from the documented
  REST endpoints so an MCP server could be generated; not an official Kimola product.
server:
  name: kimola
  transport: http
  url: null
tools:
- name: list_presets
  description: List available classification/extraction presets.
  source_operation: GET https://api.kimola.com/v1/presets
- name: get_preset
  description: Retrieve a preset by key.
  source_operation: GET https://api.kimola.com/v1/presets/{key}
- name: get_preset_labels
  description: List the labels a preset can return.
  source_operation: GET https://api.kimola.com/v1/presets/{key}/labels
- name: run_preset_predictions
  description: Classify one or more texts against a preset (batch up to 100).
  source_operation: POST https://api.kimola.com/v1/presets/{key}/predictions
- name: list_reports
  description: List research reports.
  source_operation: GET https://api.kimola.com/v1/reports
- name: get_report
  description: Retrieve a report by code.
  source_operation: GET https://api.kimola.com/v1/reports/{code}
- name: get_report_analyses
  description: List analyses within a report.
  source_operation: GET https://api.kimola.com/v1/reports/{code}/analyses
- name: get_report_analysis
  description: Retrieve a single analysis (and its data) from a report.
  source_operation: GET https://api.kimola.com/v1/reports/{code}/analyses/{slug}
- name: list_feeds
  description: List feedback feeds.
  source_operation: GET https://api.kimola.com/v1/feeds
- name: get_feed_reports
  description: List reports for a feed.
  source_operation: GET https://api.kimola.com/v1/feeds/{code}/reports
- name: get_query_statistics
  description: Retrieve query-consumption statistics.
  source_operation: GET https://api.kimola.com/v1/queries/statistics
- name: get_subscription_usage
  description: Retrieve subscription resource usage for the billing period.
  source_operation: GET https://api.kimola.com/v1/subscription/usage
- name: classify_text_with_model
  description: Classify text against a Cognitive custom model and return tags with probabilities.
  source_operation: GET https://api.kimola.com/v1/cognitive/Models/{secret}/tags
- name: classify_text_with_prebuilt_model
  description: Classify text against a pre-built Cognitive model in a chosen language.
  source_operation: GET https://api.kimola.com/v1/cognitive/Models/{code}/{language}/tags
- name: list_models
  description: List available Cognitive models.
  source_operation: GET https://api.kimola.com/v1/cognitive/Models
deployment:
  mode: none
  verified: derived
  tools: 15
  checked: '2026-08-12'
  source: catalog MCP census