zeekay a8388f381a feat(rust): hanzo-actions, Kai Actions as a light crate
An action is one saved, typed, verified operation: its inputs and what
each may be, the preconditions read again just before it runs, what it
does to the world (which decides whether the user must approve it), what
its result depends on, and the check that its effect happened. A request
is matched to an action or workflow by trigger, its inputs are bound
from the request and from values read out of the repository, and Kai is
asked only when several actions or values remain; it may abstain and it
never writes a command. Every run leaves a ledger record.

The module began as hanzo-actions in Dev (hanzoai/dev branch actions)
and lives here now, as its own workspace crate for the reason hanzo-
trigram is one: Dev links it without taking this crate's ZAP router,
browser and parser dependencies. hanzo_mcp::actions re-exports it.
Paths inside it are crate:: paths; nothing else changed in the move.

34 tests: binding, authorization, the proof gate, the cache, redaction,
and the git-backed actions run against real repositories.
2026-10-14 14:54:47 -07:00
2026-09-08 23:53:37 -07:00
2026-09-01 09:42:54 -07:00
2026-02-14 05:26:48 -08:00
2026-10-04 16:15:00 -07:00
2026-09-11 13:44:30 -07:00
2026-09-01 09:42:54 -07:00

Hanzo MCP

@hanzo/mcp

An MCP server for coding agents: files, shell, code, git, HTTP, project context and UI components, plus tools that call the Hanzo API. It speaks MCP over stdio, or over streamable HTTP with --transport http.

npm

Register it with an agent

The package declares Node 18 or newer. For Claude Code:

claude mcp add hanzo -- npx -y @hanzo/mcp serve

npx -y @hanzo/mcp install --claude-code runs that command with --scope user, which registers the server for every project.

claude mcp list then reports hanzo: npx -y @hanzo/mcp serve - ✔ Connected. With --scope project the entry goes into the project's .mcp.json instead, and Claude Code asks before it starts a server from that file. Other MCP clients take the same command in their server config:

{
  "mcpServers": {
    "hanzo": {
      "command": "npx",
      "args": ["-y", "@hanzo/mcp", "serve"]
    }
  }
}

The first start downloads the package; with an empty npm cache that took 80 to 100 seconds.

Tools

serve with no flags offers these, in the groups src/tools/unified/index.ts defines:

group tools
core fs, exec, code, git, fetch, workspace, ui
optional think, memory, hanzo, plan, tasks, mode, gimp
code intelligence code_search, code_context, code_ask, code_index
tracker tracker_boards, tracker_issues, tracker_create, tracker_update
kai kai_decide, kai_choice, kai_score, kai_noul

The core and optional tools take an action argument that picks the operation; ui takes method. The code intelligence, tracker and kai tools call https://api.hanzo.ai with the key in HANZO_API_KEY, and API_URL points them at another host.

The kai tools ask Kai, Hanzo's decision model, typed questions about a case (POST /v1/decisions) and answer with calibrated probabilities: kai_choice picks a label, kai_score an ordinal level, kai_noul the probability that a statement holds, and kai_decide asks up to 100 of them in one call. instructions is optional on every question and recommended. A kai_choice call:

{ "state": "I was charged twice for my March invoice. Please refund the duplicate.",
  "instructions": "Which team should handle this ticket?",
  "criteria": { "billing": "charges, invoices and refunds", "product": "how to use the product" } }

hanzo reaches every Hanzo Cloud subsystem: resource names one, action one of its operations, args that operation's arguments. With no action it lists the resource's operations, and resource: "describe" with args: {subsystem, op} says what one takes. The list is generated from cloud's catalog.

{ "resource": "graph", "action": "graphResolve",
  "args": { "entity": "acme/svc/api", "relation": "owner", "as_of": "2026-09-01T00:00:00Z" } }

Flags on serve change the set:

flag effect
--disable-tools plan,tasks removes the named tools
--core-only only the core group
--enable-ui adds the ui_* component tools
--enable-desktop adds hanzo_desktop and playwright_control
--enable-autogui, --enable-orchestration, --enable-ui-registry, --enable-github-ui, --enable-community-cryptuon add those tool sets
--full-surface adds the UI, AutoGUI, orchestration, UI registry and GitHub UI sets together

npx -y @hanzo/mcp serve --help lists every flag. This prints the tool names a server offers; put any flags after serve:

printf '%s\n' \
  '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-06-18","capabilities":{},"clientInfo":{"name":"t","version":"1"}}}' \
  '{"jsonrpc":"2.0","method":"notifications/initialized"}' \
  '{"jsonrpc":"2.0","id":2,"method":"tools/list"}' \
| npx -y @hanzo/mcp serve 2>/dev/null \
| node -e 'let s="";process.stdin.on("data",d=>s+=d).on("end",()=>{for(const l of s.split("\n"))if(l.includes("\"id\":2"))console.log(JSON.parse(l).result.tools.map(t=>t.name).join(" "))})'

Over HTTP

npx -y @hanzo/mcp serve --transport http --port 3000

The endpoint is the root path, http://127.0.0.1:3000/. POST JSON-RPC to it with Accept: application/json, text/event-stream; answers come back as server-sent events.

When a client shows no tools

Start the server by hand. A working one answers initialize with its name and version:

echo '{"jsonrpc":"2.0","id":1,"method":"initialize","params":{"protocolVersion":"2025-06-18","capabilities":{},"clientInfo":{"name":"t","version":"1"}}}' \
  | npx -y @hanzo/mcp serve

With HANZO_MCP_DEBUG=1 in the server's environment, stderr also shows its working directory, the resolved binary, its arguments and the start of PATH.

Python

hanzo-mcp on PyPI is a separate server, built from hanzoai/python-sdk.

Development

pnpm install
pnpm build
pnpm smoke    # runs dist/cli.js over stdio: initialize, tools/call, resources

License

MIT

S
Description
Model Context Protocol server with 260+ tools for AI agents
Readme MIT
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