Kumo.AI

aid: kumoai
name: Kumo.AI
description: Kumo.AI builds predictive AI for relational data. Its flagship model, KumoRFM, is a pre-trained Relational Foundation
  Model that generates training-free predictions over multi-table data by interpreting a data warehouse as a temporal heterogeneous
  graph, queried through a SQL-like Predictive Query Language (PQL). Kumo exposes this through a Python SDK (kumoai), a REST
  API for automating retraining and batch predictions, an open-source Model Context Protocol server (kumo-rfm-mcp) for agentic
  workflows, and a published Agent Skills catalog. It ships as SaaS, VPC/BYOC, a Snowflake Native Application, and a Databricks
  Native Application. Kumo product documentation is now hosted by NVIDIA under Structured Data and Graph Models.
url: https://raw.githubusercontent.com/api-evangelist/kumoai/refs/heads/main/apis.yml
deliveryModel:
  model: open-core
  license: MIT
  open_source: true
  commercial: true
  callable_host: false
  label: Open core · an OSS project plus a commercial hosted product
  confidence: high
  source:
  - license
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://avatars.githubusercontent.com/u/83320328?v=4
x-type: company
x-source: vc-portfolio
x-backed-by:
- sv-angel
x-tier: enriched
x-tier-reason: enrichment-pipeline
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-19'
tags:
- Company
- Artificial Intelligence
- Machine-Learning
- Predictive Analytics
- Graph Neural Networks
- Foundation Models
- Data Warehouse
- MCP
- Agents
- Relational Data
tags_raw:
- Company
- Ai
- Machine Learning
- Predictive Analytics
- Graph Neural Networks
- Foundation Models
- Data Warehouse
- Model Context Protocol
- Agents
- Relational Data
apis:
- aid: kumoai-rest-api
  name: Kumo REST API
  description: Automate and schedule predictive query training and batch predictions. Retrain a predictive query (re-ingesting
    data from the source), trigger recurring batch predictions, monitor job status and evaluation metrics, and cancel in-progress
    jobs. Authenticates with a tenant-scoped X-API-Key header.
  humanURL: https://docs.nvidia.com/sdgm/rest-api
  baseURL: https://<customer_id>.kumoai.cloud/api
  x-baseURL-note: The public API URL is tenant-scoped; SPCS deployments use https://<kumo_spcs_deployment_url>/api.
  tags:
  - Machine-Learning
  - Batch Prediction
  - Job
  tags_raw:
  - Machine Learning
  - Batch Prediction
  - Jobs
  properties:
  - type: Documentation
    url: https://docs.nvidia.com/sdgm/rest-api
  - type: Authentication
    url: authentication/kumoai-authentication.yml
- aid: kumoai-rfm-mcp
  name: KumoRFM MCP Server
  description: Open-source Model Context Protocol server that empowers AI assistants with KumoRFM. Builds, manages, and visualizes
    relational graphs directly from CSV or Parquet files, converts natural language into PQL queries, and runs training-free
    predictions, evaluations, and explanations. Runs over stdio or streamable-http and is distributed on PyPI and as an MCPB
    bundle.
  humanURL: https://github.com/kumo-ai/kumo-rfm-mcp
  baseURL: https://kumorfm.ai
  tags:
  - MCP
  - Agents
  - Predictions
  tags_raw:
  - Model Context Protocol
  - Agents
  - Predictions
  properties:
  - type: SourceCode
    url: https://github.com/kumo-ai/kumo-rfm-mcp
  - type: MCPServer
    url: mcp/kumoai-mcp.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: IssueTracker
  url: https://github.com/kumo-ai/kumo-rfm-mcp/issues
- type: Releases
  url: https://github.com/kumo-ai/kumo-rfm-mcp/releases
- type: License
  name: MIT
  url: https://github.com/kumo-ai/kumo-rfm-mcp/blob/main/LICENSE
- type: Website
  url: https://kumo.ai
- type: DeveloperPortal
  url: https://docs.nvidia.com/sdgm/rfm/overview
- type: Documentation
  url: https://docs.nvidia.com/sdgm/rfm/introduction
- type: APIReference
  url: https://docs.nvidia.com/sdgm/rest-api
- type: GettingStarted
  url: https://docs.nvidia.com/sdgm/quick-start/rfm
- type: Support
  url: https://join.slack.com/t/kumoaibuilders/shared_invite/zt-2z9uih3lf-fPM1z2ACZg~oS3ObmiQLKQ
- type: GitHubOrganization
  url: https://github.com/kumo-ai
- type: SignUp
  url: https://kumorfm.ai
- type: PrivacyPolicy
  url: https://docs.nvidia.com/sdgm/privacy-policy
- type: Security
  url: https://docs.nvidia.com/sdgm/security-and-governance
- type: Compliance
  url: https://docs.nvidia.com/sdgm/security-and-governance
- type: TrustCenter
  url: security/kumoai-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/kumoai-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/kumoai-domain-security.yml
- type: Authentication
  url: authentication/kumoai-authentication.yml
- type: Conventions
  url: conventions/kumoai-conventions.yml
- type: ErrorCatalog
  url: errors/kumoai-problem-types.yml
- type: RateLimits
  url: rate-limits/kumoai-rate-limits.yml
- type: Lifecycle
  url: lifecycle/kumoai-lifecycle.yml
- type: ChangeLog
  url: changelog/kumoai-changelog.yml
- type: Packages
  url: packages/kumoai-packages.yml
- type: SDKs
  url: packages/kumoai-packages.yml
- type: MCPServer
  url: mcp/kumoai-mcp.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/kumoai-llms.txt
- type: WellKnown
  url: well-known/kumoai-well-known.yml
- type: Conformance
  url: conformance/kumoai-conformance.yml
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence