LLM

Diagrid

Enterprise platform for making AI agents and MCP servers reliable, secure, and production-ready.

diagrid.io

Verified API available Free tier

Quick facts
What is it	Enterprise platform for making AI agents and MCP servers reliable, secure, and production-ready.
Pricing	Freemium
Free tier	Yes
Platform	Web Application
API	Yes
Best for	Running mission-critical AI agents in production with guaranteed reliability, Orchestrating complex, long-running workflows that must survive failures
Domain registered	2021

Data updated Aug. 1, 2026

What does Diagrid do?

Diagrid is a platform designed to move AI agents from prototype to production. It adds durable workflows and enterprise-grade security to existing agent frameworks like LangGraph, CrewAI, and OpenAI Agents. The core idea is to make agents reliable: if an agent fails, it resumes from a checkpoint instead of restarting from scratch. This prevents lost progress during crashes, deployments, or restarts. It also handles the long-running and asynchronous nature of agentic tasks.

It works by wrapping your existing agent code—often in just a few lines—to provide automatic recovery, state persistence, and secure communication. The platform is built on open-source distributed systems software like Dapr, giving it a cloud-agnostic, Kubernetes-native foundation. Key technical features include built-in identity and access management (mTLS by default), session management for agent memory, and event-driven pub/sub messaging so agents can collaborate without tight coupling. For observability, it provides full end-to-end tracing, letting you see every step an agent took and why.

The tool is for teams that need to run AI agents in mission-critical environments where failure is not an option. Enterprise AI teams use it to ensure their autonomous agents complete complex processes, like customer service workflows or data analysis pipelines, even amidst infrastructure outages. Platform engineering teams adopt it to provide a governed, secure foundation for multiple development teams building agentic applications, abstracting away the complexities of state management and inter-service communication.

Developer Tools LLM

#ai agents#distributed systems#enterprise ai#kubernetes#production#reliability#security#workflow orchestration

Key features

What makes it stand out

Durable workflows with automatic failure recovery and state checkpoints

Zero-trust security with mTLS and cryptographic identity for every agent

End-to-end tracing and deterministic replay for debugging and audits

Session management for memory, state isolation, and safe agent handoff

Pub/Sub messaging for scalable, decoupled communication between agents

Who is Diagrid for?

Who benefits most from this tool

Running mission-critical AI agents in production with guaranteed reliability

Orchestrating complex, long-running workflows that must survive failures

Securing communication between multiple AI agents and external services

Pricing

Free tier available — start without a credit card

Catalyst Cloud

Free

Durable Workflows
Agent and MCP Service Discovery
Authentication and Authorization
Workflow Visualizers
Application Graph

Catalyst Enterprise

Custom

Everything in Catalyst Cloud, plus:

Dedicated / Private Hosting
Integrations with top agent frameworks
Enterprise SLA with 99.99% uptime
Dedicated Customer Success Team
Architectural Reviews

Trust & presence

Domain Domain registered 2021

Gallery

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