02 / 04 · AGENT INFRASTRUCTURE

AgentBridge

Turn an existing system into a versioned capability layer an agent can understand—and operate safely.

●　AGENTBRIDGE / SYSTEM CONTROLlocalhost:8765　·　DRY RUN

ChatOperate the parsed system through an agent

AGENTBRIDGE / READY

What do you want
to operate?

Ask about the system, inspect a capability,
or prepare a guarded tool call.

List available tools　↗Show capabilities　↗

Message AgentBridge…↑

PYTHON / CLAUDE SDKMCP / WEB / CLIOPEN SOURCE

01 — THE GAP

Agents can reason.
Your systems still speak APIs.

Production systems expose routes, schemas, databases, and jobs—not coherent agent capabilities. AgentBridge reads that evidence, turns it into a versioned integration kit, and puts policy between intent and execution.

02 — THE BRIDGE

One evidence trail.
One governed capability layer.

Discover

OpenAPI · GraphQL · SQL
gRPC · source routes

→

Normalize

Capabilities · risk
evidence · confidence

→

Package

agentbridge-kit/v1
tools · prompts · policy

→

Operate

MCP · Web Chat · CLI
SDK tool definitions

03 — CONTROL SURFACE

The agent gets tools.
The operator keeps control.

Chat, Tools, Capabilities, Policy, Audit, and Workflows share the same runtime model. Preparing a tool never silently executes it; risk and intent remain visible.

PREPARED TOOL CALLWRITE · CONFIRM

CAPABILITYorders.update_status

{
　"order_id": "ORD-1842",
　"status": "fulfilled"
}

◇

Policy check passedWrite action requires explicit authorization.

04 — SAFE BY DEFAULT

Execution is a policy decision, not an AI guess.

READ

Allowed in execute mode after schema validation.

PASS

WRITE

Held for explicit operator confirmation.

CONFIRM

DESTRUCTIVE

Denied by generated policy unless intentionally changed.

DENY

EXTERNAL

Side effects remain visible and require confirmation.

CONFIRM

05 — ONE KIT, MANY CLIENTS

VERSIONED CONTRACTAgent
Integration
Kitagentbridge-kit/v1

CLAUDE AGENT SDKMCP SERVERWEB CHATTERMINAL CHATOPENAI TOOLSVERCEL AI

The generated kit stays inspectable and diffable: capabilities, tools, prompts, skills, resource schemas, guardrails, dry-run plans, client configs, and tests.

06 — BUILD

PythonClaude Agent SDKMCPOpenAPIGraphQLgRPC

A CLI, protocol, runtime, and responsive control console built as one open-source system.

View source on GitHub ↗

NEXT PROJECT / 03

ContextCueA local-first reply assistant that stays with the current conversation.↗