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Everything

Connect any agent. Any tool. Any API.

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Our API lets any AI agent, tool, or API connect and work together,
removes the need for custom integrations,
fixes data mismatches automatically,
and makes scaling across platforms simple and reliable.
Introducing Engram
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A bridging layer for agents
Semantic bridge
Unified identity
Translator Engine Visual

A bridging layer for agents translates A2A, MCP, and ACP protocols, enables multi-hop routing, upgrades message versions automatically, and connects systems without rewriting core protocols.

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Build anything, instantly

Build anything without worrying
about connecting tools or agents

Now including native MiroFish swarm syncing & multi-platform trading

With our middleware platform, we deliver schema-aware messaging so builders can connect isolated agents, maintain semantic fidelity, and scale collaborations across tools without rewriting existing protocols or schemas.

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Why choose Engram

Agent middleware with
protocol translation, MiroFish syncing and trading

Translation API

Our translation engine makes connecting agents simple and maps schemas in real time for MiroFish and trading. Build faster, collaborate smarter, and scale.

Guided by experts

You’ll get dedicated onboarding and guidance that understands your stack and your workflow inside out. Backed by a team of specialists, we’re always on hand to offer practical solutions and support.

Stable and built to last

Engram is built on schema validation, with all message payloads checked at the protocol boundary. That means you can rest assured knowing that your multi-agent workflows stay safe and reliable.

What you gain with Engram

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Clarity

Streamlined handoffs keep workflows moving faster with consistent schemas, MiroFish syncing and multi-platform trading.

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Speed

Translation eliminates rewrites, letting teams upgrade stacks quickly.

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Cross-protocol intent stability at scale

Normalize intents across formats so messages stay meaningful between tools, networks, and autonomous services everywhere today.

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Alignment

Real-time routing keeps multi-agent workflows aligned with governed interoperability controls.

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Launch

Launch agent products faster with interoperable messaging.

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Control

Embed translation layers directly into automation suites today.

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Safety

Standardize agent traffic for safer collaboration everywhere.

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Translate between protocols and resolve semantic differences
in data payloads for multi-platform trading.

Explore API integrations