AgentStack (agentstack.tech)

AgentStack

After one bind, the agent does not shop the catalog. Work Graph hands it the next step. Live edits stay on the safe circle: write a copy, pass the checks, then publish.

One MCP tool, agentstack.execute. The server holds the plan. Each turn is one action. Idle is a valid answer. Blocked names the unblock.

Story: agentstack.tech/work-graph · Contract: docs/plugins/WORK_GRAPH.md · Safe circle: agentstack.tech/mcp-docs#safe-cycle

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The loop

session → context.project_id → agents.work_next → packet.next_action → claim / execute → work_next

Recipe mcp_work_loop_v1. Prompt agentstack_closed_loop_autonomy.

flowchart LR
  S[Session] --> B[Bind project]
  B --> W[work_next]
  W --> N[next_action]
  N --> X[Claim and execute]
  X --> W

When that step changes live data, the same project runs the safe circle:

connect → sandbox → review → promote

The agent writes a generation. Customers stay on the previous copy until the checks pass. The project’s own rule publishes it: at once, or in stages.

Who	Without the loop	With Work Graph
Founder with open loops	Every new chat re-reads the tool menu	The outcome is written once. The next chat takes the head of the queue
A person with more tasks than hours	The agent invents a tool and spends the window choosing	The list says ready, blocked, or idle
A business that needs the work finished	Thrash between catalog, guess, and retry	Claim, execute, verify, on the same project as the site and the payments
Someone wiring an agent	Paste the catalog into the prompt	agents.work_next, then packet.next_action

Measured on 2026-10-07

Local registry build. Not a production traffic sample. Not a provider tokenizer. Bytes ÷ 4 is an English size estimate.

Payload	UTF-8 bytes	Rough tokens
Example next_action plus two alternatives	250	~63
discovery.search, first 20 compact rows	8,889	~2,222
Handshake contract JSON, once	11,297	~2,824
Compact search, 50 rows (HTTP max)	20,852	~5,213
Full registry catalog JSON (795 actions in that build)	1,680,071	~420,018

The full catalog is 6,720× that example packet. A 20-row search page is 35.6× it. The public catalog you should quote is 714 actions — live GET /mcp/actions/summary. Do not add the byte ratio and the operator targets into one savings claim.

Signal	Target
Autonomous loops that follow packet.next_action	≥ 90%
Catalog shopping while a packet is already present	≤ 5%

Those are steady-production goals, not a live counter. Method and scenarios: docs/plugins/WORK_GRAPH.md.

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Docs

This repository is the public documentation (English, user- and integrator-facing): web product, MCP, plugins, REST, RAG, sandboxes, and examples.

If you use the website: docs/USER_FEATURES_GUIDE.md.

If you build a product: docs/BUILD_YOUR_PRODUCT.md — @agentstack/sdk, optional genetic-ai-starter.

If you run agents on a large codebase: docs/genetic-system/.

If you integrate: docs/MCP_AND_ECOSYSTEM.md — start with the loop, then the catalog (714 actions · docs/MCP_SCALE.md).

REST / OpenAPI: docs/OPENAPI.md — Swagger · openapi.json.

npm SDK: @agentstack/sdk · docs/sdk/

Full index: docs/README.md · What's new: docs/WHATS_NEW.md

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Open source kit

Repo	Branch	Notes
genetic-ai-starter	main	Map-first install: npx @agentstack/genetic-ai-starter init. SoT lives in this repo under genetic-ai-starter/ when you have the monorepo.

Plugins

Plugin	Notes
cursor-plugin	v0.4.18, gen3 — rules, skills, commands, agents, hooks; Plugin MCP Connect and OAuth 2.1 device code
claude-plugin	Claude Desktop / API installers
gpt-plugin	ChatGPT / OpenAI ecosystem
vscode-plugin	VS Code marketplace distribution

Product

• Site: agentstack.tech
• Work Graph: agentstack.tech/work-graph
• GitHub org: github.com/agentstacktech