Hermit

Spend premium agent tokens on judgment, not on routine execution.

Hermit is a small MCP coding executor for Claude Code and Codex. Your paid host agent plans, reviews, and makes the important calls; Hermit delegates bounded repository work—reading and editing files, running commands, and tests—to a local or lower-cost executor model.

It is a cost-optimization layer for agentic coding, not another chat UI and not a replacement for Claude Code or Codex.

Claude Code or Codex: plan, review, decide
                 │ delegate a bounded task
                 ▼
Hermit: execute with a local or lower-cost model
                 │ return status and result
                 ▼
Claude Code or Codex: verify and continue

Install

Requires Node.js 20+ and Python 3.11+.

Claude Code

npm install -g @cafitac/hermit-agent
hermit install claude

Codex

npm install -g @cafitac/hermit-agent
hermit install codex

hermit install registers both hosts. Each command creates the local Hermit settings if needed, starts the local gateway when necessary, and registers this stable stdio command with the selected host:

hermit mcp-server

Restart the selected host after installation. Check the result at any time:

hermit doctor

hermit install codex writes the shared Codex MCP configuration, so the same registration is available to the Codex CLI, desktop app, and IDE extension after they restart.

Claude Desktop

Download hermit-<version>.mcpb from the matching GitHub Release and either double-click it or choose Settings → Extensions → Advanced settings → Install Extension in Claude Desktop. The extension uses the MCPB UV runtime, so it installs Hermit's matching PyPI dependency without requiring a global Python installation. It creates ~/.hermit/settings.json on first launch. It supports Claude Desktop on macOS and Windows; network access is required the first time UV resolves the Hermit package. The installation screen optionally accepts an executor model, OpenAI-compatible base URL, and API key; these values are held by Claude Desktop and applied only to Hermit's MCP process, rather than written to settings.json. Leave them blank to keep existing Hermit/Ollama settings.

Use

Ask Claude Code or Codex to delegate a scoped repository task to Hermit. The MCP server exposes four task-lifecycle tools:

run_task(task, cwd, model?, max_turns?)
check_task(task_id)
reply_task(task_id, message)
cancel_task(task_id)

run_task starts a background task. Poll with check_task; if Hermit needs input or a permission decision, reply through reply_task.

Hermit also supplies a small server instruction that recommends delegation for bounded implementation, debugging, test, and maintenance work. It is guidance, not a hidden autopilot: the host still owns the decision to delegate.

Quality and multi-agent work

run_task defaults to strategy: "single": one low-cost executor, with no quality trade-off from orchestration. For a complex refactor, migration, or security-sensitive change, the host can use strategy: "auto". Hermit then runs a read-only planner, one writing executor, and a read-only reviewer.

There are never parallel writing agents. If the reviewer does not return VERDICT: PASS, Hermit returns needs_review instead of done; the host gets the execution result and review findings together. Users can make auto their local default in ~/.hermit/settings.json:

{
  "orchestration": {
    "mode": "auto",
    "max_agents": 3,
    "allow_parallel_writes": false
  }
}

Configuration

Settings live at ~/.hermit/settings.json. The default executor routing is:

{
  "routing": {
    "priority_models": [
      {"model": "glm-5.1"},
      {"model": "qwen3-coder:30b"}
    ]
  }
}

Use Ollama for a local executor (no per-token API cost) or any provider that offers the OpenAI-compatible Chat Completions API with tool calling. Give a custom endpoint an explicit provider profile; model names never need to match a built-in prefix:

{
  "providers": {
    "budget-provider": {
      "base_url": "https://llm.example.com/v1",
      "api_key_env": "BUDGET_PROVIDER_API_KEY"
    }
  },
  "routing": {
    "priority_models": [
      {"model": "coder-small", "provider": "budget-provider"},
      {"model": "qwen3-coder:30b"}
    ]
  }
}

Codex is a supported MCP host; it is not part of the default executor fallback chain.

Architecture

Claude Code or Codex
        │ MCP over stdio
        ▼
  hermit mcp-server
        │ REST + task status
        ▼
 FastAPI gateway (:8765)
        ▼
 AgentLoop → repository tools → local/flat-rate LLM

The gateway owns background execution, cancellation, permission waits, model routing, and task state. The MCP process stays small and transports only the four public task operations.

Development

.venv/bin/python -m pytest tests/

Hermit is MIT licensed and currently in alpha.

Release files for cafitac-hermit-agent 0.4.0

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for cafitac-hermit-agent 0.4.0
File	Size	Uploaded
cafitac_hermit_agent-0.4.0.tar.gz	144.4 kB	Aug 26, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for cafitac-hermit-agent 0.4.0
File	Interpreter	ABI	Platform	Reset
cafitac_hermit_agent-0.4.0-py3-none-any.whl 200.8 kB Aug 26, 2026	Python 3	none	any	Details

Total release size: 345.3 kB

Release files / cafitac_hermit_agent-0.4.0.tar.gz

Download URL	cafitac_hermit_agent-0.4.0.tar.gz
Size	144.4 kB
Tags	Source
SHA-256 checksum How to use checksums	`2b5c57514048efa1b2cb53d8d40d1b7206fa6906be26b06eecb2c7a24f6188f7`
BLAKE2b-256 checksum How to use checksums	`5494e1ff02146c5e401411598dd2fe228e5ca8dd5b4e746273d7bd9800460fd2`
Upload date	Aug 26, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Release files / cafitac_hermit_agent-0.4.0-py3-none-any.whl

Download URL	cafitac_hermit_agent-0.4.0-py3-none-any.whl
Size	200.8 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`a4d220a87b3b9869409ba866d09579eb0df026d250e355fd47e055bf54a8d1b4`
BLAKE2b-256 checksum How to use checksums	`92c8ff6d41d79f314d339e8efd267c384b0fd7420a07bc0acb5ef0c16b89ede3`
Upload date	Aug 26, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.13.14`