TrueFoundry

TrueFoundry

Run LLMs and AI agents with an enterprise AI Gateway, MCP Gateway, and versioned prompt registry.

freemium
Last Updated 8/28/2026

TrueFoundry is the active product name.

About TrueFoundry

TrueFoundry provides a shared operating layer for LLMs, models, and AI agents. Its AI Gateway and MCP Gateway handle traffic routing, rate limits, observability, and compliance controls. It connects with Kubernetes, AWS, Azure, Google Cloud, MLflow, Grafana, TensorFlow, PyTorch, Hugging Face, Terraform, Streamlit, and Gradio. Prompt Management lets teams keep versioned templates in a registry, add variables and guardrails, define structured output, configure logs or caching, and govern access through repository permissions. The Developer plan costs $0 per month and is intended for prototypes, workflow experiments, and early testing. For wider deployment, teams can judge the platform by the gateway, prompt, infrastructure, and compatibility capabilities their operating model calls for.

Best for

Early builders prototyping AI workflows
Platform teams operating LLM and agent traffic
Enterprises that need gateway controls and observability

Best use cases

Prototype and test an AI workflow on the free Developer plan

Route application calls through an AI Gateway

Version reusable prompts with repository access controls

Compare before choosing

The $0 Developer tier lowers the cost of initial evaluation

Gateway controls suit teams that need centralized traffic management

The published $0 Developer plan is aimed at prototypes, experiments, and early testing

Features

Route LLM traffic

Send application traffic through an AI Gateway with controls for routing, rate limits, observability, and fallback behavior.

Manage reusable prompts

Create and version prompt templates in repositories, then run them from applications through the gateway or SDK.

Deploy AI workloads

Deploy and manage models and AI agents while connecting to infrastructure and tools already used by engineering teams.

Pros

  • A $0 monthly Developer tier reduces the cost of prototyping and early testing.
  • AI Gateway and MCP Gateway centralize routing, rate limits, and observability for operational teams.
  • Repository permissions, prompt versioning, guardrails, caching, and structured output support controlled workflows.

Cons

  • The $0 Developer plan is aimed at prototypes and early tests, so teams should assess whether its scope fits their intended workload.
  • The broad platform surface introduces more setup decisions than a standalone prompt editor.
  • Teams outside the listed cloud, Kubernetes, and ML tooling ecosystem should verify compatibility before adoption.

Pricing Plans

Developer

$0month
  • Built for explorers and early builders
  • Supports prototyping and testing AI workflows
  • Get started without a monthly platform charge

* Pricing information is for reference only. Please refer to the latest announcement on TrueFoundry's official website.

FAQ

TrueFoundry is used to deploy, secure, route, and observe LLM and AI agent workloads through an enterprise AI Gateway and MCP Gateway.
Yes. The Developer plan costs $0 per month and is designed for explorers and early builders prototyping or testing AI workflows.
Teams manage prompts in a Prompt Registry with repository access control, version history, variables, guardrails, structured output, logging, and caching.

Tool Information

DeveloperTrueFoundry
Release Date7/20/2026
Pricingfreemium