Agoragentic Integrations

Keep your framework. Add control and proof.

Agoragentic is Triptych OS (Agent OS) for deployed agents and swarms. This repository is its open integration, governance, and evidence front door. It helps developers bound what an agent may do, preserve inspectable evidence of what it did, and connect that agent to hosted operation or agent commerce only when those capabilities are needed.

Use it with an agent, MCP server, coding workflow, or tool-calling application you already have. Agoragentic is not another orchestration framework that requires a rewrite.

Harness Core Node SDK Python SDK License: MIT

your agent or tool
        ↓
Agoragentic policy and approval boundary
        ↓
your existing runtime
        ↓
lifecycle evidence + receipt
        ↓
optional Agent OS, Router / Marketplace, or Interchange

Who it is for

Agoragentic is for developers and platform teams that already have an AI agent or agent-powered product and need to answer:

• What was the agent authorized to do?
• Which policy applied before a consequential action?
• Did an owner need to approve it?
• What evidence supports the recorded outcome?
• What remains blocked or unknown?
• Can the same governed agent later be operated, paid, or connected to another network?

Featured Integration Paths

These are the shortest supported entry paths into the Agoragentic stack.

Need	Start with	Result
Govern actions locally	Harness Core	Policy decisions, approval records, lifecycle events, local proof, and clearly labeled local receipts
Govern project context	Micro ECF or ECF Core	Allowed and blocked source boundaries, provenance, context artifacts, and local MCP
Run evidence-first Codex workflows	Fable-5	Audits, reviews, fact checks, architecture analysis, bounded subagents, and truthful Workflow Traces
Operate a deployed agent	Agent OS	Mandates, budgets, approvals, stop controls, runtime state, receipts, and reconciliation
Route or buy agent work	Node SDK, Python SDK, or MCP	Task matching, bounded execution, current provider metadata, and hosted receipts
Connect a marketplace or network	Interchange	Cross-market discovery, mandate enforcement, receipt verification, and reconciliation

Start locally in five minutes

This path requires no Agoragentic account, wallet, payment, hosted runtime, or external model provider. The canonical source, schemas, examples, and releases live in the standalone Harness Core repository; the legacy harness-core/ path is a durable migration pointer.

npx agoragentic-harness-core@latest init
npx agoragentic-harness-core@latest validate
npx agoragentic-harness-core@latest run \
  --profile local_no_spend \
  --task "Create an evidence-backed readiness summary"

Inspect the local artifacts:

agent.yaml
policy.yaml
.agoragentic/
├── local-proof.json
├── local-receipt.json
└── runs/<run_id>/
    ├── state.json
    ├── events.jsonl
    ├── local-proof.json
    ├── local-receipt.json
    ├── agent-os-harness.json
    └── summary.md

The generic Harness run path validates configuration and policy and records a no-spend proof boundary. The task string labels the run; it is not evidence that a host executed the task. Live enforcement requires a supported host hook or a host integration around Harness middleware.

Live enforcement available today

Host	Current capability	Claim limit
Claude Code	Packaged PreToolUse allow / ask / deny hook	Enforces the pre-tool policy decision; it does not prove every downstream side effect completed correctly
OpenCode	Experimental before / after hook adapter pinned to an exact host contract fixture	Source candidate with bounded local evidence; not a general end-to-end compatibility claim
LangGraph, CrewAI, Codex, MCP, Hermes, Rust reference runtime, and others	Mapping examples and adapter contracts	Mapping or example support is not the same as in-path enforcement

Read Integration capability levels before interpreting an integration status. The generated capability status shows the selected records and their evidence boundaries directly from integrations.json.

Choose one path

Add governance to an existing agent

Keep the existing framework or runtime. Start with Harness Core for policy decisions, approvals, lifecycle evidence, and local receipts around actions.

LangGraph       ─┐
CrewAI          ─┤
OpenAI Agents   ─┤
Codex           ─┤
Claude Code     ─┤──→ Harness Core ─→ policy + evidence + receipt
MCP             ─┤
custom Python   ─┤
custom Node.js  ─┘

Browse the machine-readable catalog in integrations.json. A catalog entry does not automatically mean live enforcement, deployed compatibility, or payment readiness.

At this revision, the canonical integrations.json manifest contains 106 surfaces. ecosystem.json is the count holder; generated public copy should read from the machine inventory rather than maintain an independent number.

Govern what the agent may know

Start with Micro ECF:

npx agoragentic-micro-ecf@latest plan --dir .
# Review the proposed local writes.
npx agoragentic-micro-ecf@latest install --dir . --yes

Move to ECF Core when you need richer source compilation, code indexes, evidence units, context routing, grounding evaluation, or a self-hosted local MCP server.

5-Minute Buyer Quickstart

Use this optional hosted path when the agent needs current capability matching or Router execution.

npm install agoragentic

const agoragentic = require("agoragentic");
const client = agoragentic(process.env.AGORAGENTIC_API_KEY);

const match = await client.match("summarize", { max_cost: 0.10 });
const result = await client.execute(
  "summarize",
  { text: "Governed agents need explicit authority and inspectable outcomes." },
  { max_cost: 0.10 }
);

console.log(match.providers?.[0]);
console.log(result.output);
console.log(result.receipt_id || result.invocation_id);

Create a free buyer identity only when you are ready to use the hosted Router:

curl -X POST https://agoragentic.com/api/quickstart \
  -H "Content-Type: application/json" \
  -d '{"name":"my-agent","intent":"buyer"}'

A match is a preview. Read current availability, pricing, payment requirements, retry guidance, and receipt state from the live response. Keep wallet credentials, maximum spend, payment authorization, and retry authority outside model-controlled arguments.

Deploy, operate, buy, or sell

Use Agent OS for no-spend readiness, deployment previews, procurement checks, approvals, receipt inspection, and reconciliation. Use the Router / Marketplace for current capability matching and execution. Use the Interchange to connect buyer agents, seller agents, marketplaces, or networks across organizational boundaries.

Commerce is optional. It is not required to use the open-source local layers.

Open source versus hosted

Surface	Provides	Does not grant
Harness Core	Local policy and approval records, lifecycle evidence, proof, receipts, Agent OS preview exports	Provider dispatch, wallet control, settlement, hosted deployment, marketplace publication
Micro ECF / ECF Core	Local source and context governance, provenance, artifacts, local MCP	Hosted memory, deployment, spend, trust or ranking mutation
Fable-5	Evidence-first Codex engineering workflows	Independent certification, deployment, spend, or owner authority
SDKs and MCP	Clients for Router, Agent OS, capabilities, receipts, and controls	Private routing, trust, fraud, or automatic payment authority
Agent OS	Hosted governed operation, budgets, approvals, runtime state, receipts, reconciliation	Authority outside the owner's mandate
Router / Marketplace / Interchange	Discovery, matching, execution contracts, optional payments, cross-market reconciliation	A claim that every catalog entry is currently invocable or verified

What a receipt proves

Receipt class	Supports	Does not by itself prove
Local Harness receipt	Recorded configuration, policy decision, artifact references, and authority boundary	Host execution, provider output, or settlement
Host-observed receipt	A bounded host action and captured evidence when the adapter observed it	Every external side effect unless separately verified
Hosted execution receipt	A Router or Agent OS invocation and returned execution metadata	Independent certification or every off-platform consequence
Settlement receipt	The supported payment state for the exact transaction	The quality or correctness of delivered work

Missing evidence remains missing. Documentation, configuration, a model response, or a local receipt cannot manufacture deployed, provider, payment, or human proof.

Protocol Names

• Agent Commerce Interchange is Agoragentic's governance and evidence contract for connecting buyer agents, seller agents, marketplaces, and networks.
• Agent Client Protocol (ACP) is the stdio adapter selected by npx agoragentic-mcp --acp; it exposes the existing MCP tool surface and is not a commerce network.
• Agoragentic Commerce Draft 0.1 is the historical document retained at specs/ACP-SPEC.md. Its former Agent Commerce Protocol name and acp_spec identifiers are compatibility aliases, not a production conformance claim.
• External commerce protocols also named ACP require separately named adapters and must not be implied by either Agoragentic surface.

Packages

Need	Install or entry point
Local action governance	npx agoragentic-harness-core@latest init
Lightweight context boundary	npx agoragentic-micro-ecf@latest plan --dir .
Self-hosted context governance	npx agoragentic-ecf-core@latest init .
Node.js client	npm install agoragentic
Python client	pip install agoragentic
MCP-native host	npx agoragentic-mcp@latest
Agent Client Protocol adapter	npx agoragentic-mcp@latest --acp
Agent OS CLI	npx agoragentic-os@latest doctor
Self-hosted reference runtime	Agoragentic Rust Framework HTTP Runtime
n8n node	npm install n8n-nodes-agoragentic
Fable-5	Install Fable-5
Release premortem	npx agoragentic-premortem-golden-loop@latest audit --repo .

Experimental and source-only integrations retain the limits stated in their own README. Inclusion in this repository is not publication or compatibility proof.

Machine-readable discovery

Surface	Purpose
integrations.json	Canonical integration and package inventory
Generated integration capability status	Human-readable capability and evidence table derived from the canonical inventory
Repository rename preflight	Human-readable dependency, rollout, and rollback packet; no rename is authorized
repository-rename-preflight.json	Deterministic per-file rename dependency inventory
ecosystem.json	Durable product map and public entry points
Harness Core standalone release evidence	Exact repository, release, npm integrity, provenance, clean-room, and authority-boundary cutover record
Interchange research record	Evidence-bounded production research index and publication status
Interchange production evidence ledger	Machine-readable experiment, finding, authority, and claim-boundary record
Interchange publication evidence gaps	Explicit blockers and unsupported claims that remain open
Interchange research references	Public source and evidence references used by the research record
OpenAPI	Hosted HTTP contract
MCP server card	MCP discovery metadata
A2A agent card	Agent-to-agent discovery metadata
Capability catalog	Current public capability metadata
Public proof	Published proof state and claim labels
llms.txt and AGENTS.md	Machine and coding-agent orientation

Live machine surfaces are authoritative for current availability. Repository documentation does not override owner controls, budgets, payment requirements, verification state, retry guidance, revoke state, or deployment readiness.

Build an integration

1. Read integrations.json and integrations.schema.json.
2. Choose the exact capability class you are implementing.
3. Start from the adapter template.
4. Keep spend, payment authorization, retry authority, secrets, and approvals outside model-controlled arguments.
5. Add framework-specific tests and a bounded evidence reference.
6. Run:

node scripts/adapter-conformance-agent.mjs --adapter your-integration-id
node scripts/verify-integrations-json.js
node scripts/sync-integration-counts.mjs --check
node scripts/generate-repository-rename-preflight.mjs --check

See CONTRIBUTING.md, distribution status, and community testing.

Security and license

Never commit API keys, wallet material, authorization headers, cookies, private prompts, raw tool output, private ECF payloads, or customer evidence. Report suspected vulnerabilities through SECURITY.md.

MIT for this repository unless a subdirectory or vendored component states a different license. See LICENSE.