TrueFoundry
TrueFoundry is a Kubernetes-native enterprise AI platform for deploying and managing agentic AI workloads. It provides an AI Gateway, MCP Gateway, model serving, fine-tuning, and a full MLOps platform that works across on-premises, VPC, hybrid, or public cloud environments.
Real signal across most facets with visible, nameable gaps — the contract exists but is thin, or the portal is good while governance and commercial terms are absent.
API Evangelist profiles TrueFoundry the way a machine reads it — 67 machine-readable artifacts across 1 API, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — TrueFoundry scores 50.3/100 (developing), with a separate agent-readiness read of 30/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance. Every facet and dimension name is a link: it opens that measurement's page on APIs.io, where the rating runs across the whole catalog — the exact checks that feed it, how every profiled provider distributes on it, and who is at the top of it.
Kin Score
How this is scored →scored 2026-09-08 · rubric v0.20.0
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How we profile TrueFoundry
Each block below is one kind of artifact we hold for TrueFoundry. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 13
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
Individual APIs this provider publishes, each with its own machine-readable definition.
TrueFoundry MCP Gateway API
The TrueFoundry MCP (Model Context Protocol) Gateway provides a centralized registry and proxy for managing MCP servers accessible to AI agents. It handles authentication, acces...
TrueFoundry Platform API
The TrueFoundry Platform API provides programmatic access to the TrueFoundry MLOps platform for managing applications, deployments, users, and infrastructure resources. It enabl...
TrueFoundry Model Serving API
TrueFoundry's Model Serving capability enables deployment and management of LLM and embedding models using backends like vLLM and Triton on Kubernetes infrastructure. It provide...
TrueFoundry Model Registry API
The TrueFoundry Model Registry provides a versioned repository for storing and managing machine learning models backed by cloud storage such as S3, GCS, Azure Blob, or Minio. It...
TrueFoundry Audio API
Speech and audio processing
TrueFoundry Batches API
Batch request processing
TrueFoundry Chat API
Chat completion operations for LLM conversation
TrueFoundry Embeddings API
Text embedding operations
TrueFoundry Files API
File upload and management
TrueFoundry Images API
Image generation and manipulation
TrueFoundry Models API
Available model listing
TrueFoundry Moderations API
Content moderation
TrueFoundry Rerank API
Reranking for search relevance
Scroll within the panel for all 13 ·
Postman Collections 9
A runnable collection turns the contract into something a developer can execute in seconds. We profile them because the fastest way to trust an API is to make a real call against it.
Ready-to-run Postman collections for exercising this provider's APIs.
Scroll within the panel for all 9 ·
Open Collections 11
Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.
Open, tool-agnostic API collections (OpenAPI-derived and Bruno).
API Collection
OPEN COLLECTIONTrueFoundry AI Gateway API
OPEN COLLECTIONTrueFoundry AI Gateway Audio API
OPEN COLLECTIONTrueFoundry AI Gateway Audio Batches API
OPEN COLLECTIONTrueFoundry AI Gateway Audio Chat API
OPEN COLLECTIONTrueFoundry AI Gateway Audio Embeddings API
OPEN COLLECTIONTrueFoundry AI Gateway Audio Files API
OPEN COLLECTIONTrueFoundry AI Gateway Audio Images API
OPEN COLLECTIONTrueFoundry AI Gateway Audio Models API
OPEN COLLECTIONTrueFoundry AI Gateway Audio Moderations API
OPEN COLLECTIONTrueFoundry AI Gateway Audio Rerank API
OPEN COLLECTIONScroll within the panel for all 11 ·
MCP Servers 1
Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.
Model Context Protocol servers that expose these APIs to AI agents.
MCP Server
MCP SERVERAgent Skills 9
An agent skill packages the how-to for driving these APIs from an assistant — the prompts, the sequence, the guardrails — so the knowledge to use the API travels with it.
Packaged agent skills for driving this provider's APIs from an AI assistant.
truefoundry-agents
AGENT SKILLtruefoundry-gateway
AGENT SKILLtruefoundry-integrate-gateway
AGENT SKILLtruefoundry-mcp-servers
AGENT SKILLtruefoundry-observability
AGENT SKILLtruefoundry-onboard
AGENT SKILLtruefoundry-platform
AGENT SKILLtruefoundry-prompts
AGENT SKILLtruefoundry-skills-registry
AGENT SKILLScroll within the panel for all 9 ·
Pricing Plans 1
Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the things the Kin Score reads for access clarity — renamed from commercial clarity in rubric 0.12, because a free statutory interface has access terms and no commercial ones.
Published pricing tiers and plan structures.
Rate Limits 1
Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.
Documented rate limits and quota policies.
Truefoundry Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.
Cost, billing, and metering signals for API financial operations.
Truefoundry Finops
FINOPSSemantic Vocabularies 1
JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.
JSON-LD contexts and semantic vocabularies used across these APIs.
Truefoundry Context
JSON-LDSpectral Rules 2
Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.
TrueFoundry API Rules
SPECTRALTrueFoundry API Rules
SPECTRALJSON Schema 10
Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.
Standalone JSON Schema definitions for this provider's data models.
BatchObject
JSON SCHEMAChat Completion Request
JSON SCHEMAChatCompletionRequest
JSON SCHEMAChatCompletionResponse
JSON SCHEMAEmbeddingRequest
JSON SCHEMAEmbeddingResponse
JSON SCHEMAFileObject
JSON SCHEMAImageGenerationRequest
JSON SCHEMAImageGenerationResponse
JSON SCHEMAModelObject
JSON SCHEMAScroll within the panel for all 10 ·
JSON Structure 2
JSON Structure captures the data shapes in a form built for tooling — a complement to JSON Schema that keeps the model machine-legible.
JSON Structure definitions describing this provider's data shapes.
Truefoundry Chat Completion Structure
JSON STRUCTURETruefoundry Structure
JSON STRUCTUREExamples 2
Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.
Example request and response payloads for these APIs.
Security Posture 3
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Resources
Every other property we hold for TrueFoundry — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 2
Portal, sign-up, and the first successful call
Documentation 2
Reference material describing how the API behaves
Agent Surfaces 3
MCP servers, agent skills, and machine-readable catalogs
Build 4
SDKs, sample code, and the tooling you integrate with
Access & Security 4
Authentication, authorization, and security posture
Operate 3
Status, limits, changes, and where to get help
Commercial 1
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API
Other 1
Properties that don't map to a standard resource type
← All providers · Data indexed from github.com/api-evangelist/truefoundry · machine-readable index on apis.io
This is an independent, third-party profile of TrueFoundry, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.
The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.
Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.
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