tripl-mcp

Standalone MCP server exposing a curated, agent-safe toolset over a running tripl instance. It is a pure HTTP client of the tripl REST API (/api/v1) — it imports no backend code and is not mounted into the FastAPI app.

• 18 curated tools (15 read, 3 write): plan search, event read/write, event types & fields, variables, branches & diffs, scans, monitors, reconciliation, projects.
• Read tools carry readOnlyHint; write tools require a tk_w_ API key.
• Plan-mutating tools require branch_id so an agent never edits the live main plan by accident. Operators can override with TRIPL_MCP_ALLOW_MAIN=1.
• Branch merge/revert/transition, SSE streams, and photo upload are intentionally not exposed in v1.
• The HTTP client is not in this package. It lives in the tripl distribution (../cli) and is imported from there, so the CLI and this server share one implementation rather than two that drift (tripl-ey6j.1).

stdio (Claude Code / Claude Desktop)

No form below needs a checkout of your own, but the first two get tripl — the distribution this package imports its HTTP client from (tripl-ey6j.1) — from different places, and the difference is worth knowing:

• uvx tripl-mcp installs the release from PyPI and resolves tripl from the index, as an ordinary dependency of the published wheel.
• The git+…#subdirectory=mcp-server form clones the whole repository, so the sibling cli/ arrives with it and the [tool.uv.sources] table below points tripl at that directory. Server and client are therefore built from one commit, and the form does not care what the index currently serves.

This README describes main, which between releases can be ahead of what PyPI serves. Deliberately no version numbers or tool counts here: they were hand-maintained and went stale the moment a release shipped. uvx tripl-mcp gives you the current release; the git form gives you what has landed but not yet shipped. git log mcp-server/ is the honest diff between them.

From PyPI — the released version:

{
  "mcpServers": {
    "tripl": {
      "command": "uvx",
      "args": ["tripl-mcp"],
      "env": {
        "TRIPL_BASE_URL": "https://tripl.example.com",
        "TRIPL_API_KEY": "tk_r_..."
      }
    }
  }
}

From git — no clone needed, and the way to run what is in this repository:

{
  "mcpServers": {
    "tripl": {
      "command": "uvx",
      "args": [
        "--from",
        "git+https://github.com/vladenisov/tripl.git#subdirectory=mcp-server",
        "tripl-mcp"
      ],
      "env": {
        "TRIPL_BASE_URL": "https://tripl.example.com",
        "TRIPL_API_KEY": "tk_r_..."
      }
    }
  }
}

From a local checkout:

{
  "command": "uv",
  "args": ["run", "--project", "/path/to/tripl/mcp-server", "tripl-mcp"]
}

Create API keys in the tripl app under Settings → API keys. Use a project-scoped tk_r_ key for read-only agents; reserve tk_w_ keys for agents explicitly allowed to edit the plan.

streamable-http (shared server)

TRIPL_BASE_URL=https://tripl.example.com tripl-mcp --transport streamable-http --port 8765

In this mode the server holds no credentials. Every incoming MCP request must carry Authorization: Bearer tk_...; the header is forwarded verbatim to the tripl API and never stored. Requests without it get a clear tool error.

Environment

Development

cd mcp-server
uv sync
uv run --group dev pytest -q
uv run --group dev ruff check
uv run --group dev ruff format --check
uv run --group dev mypy src

uv resolves tripl from ../cli via [tool.uv.sources], so an edit there is picked up with no install step — and must be, because tripl_cli.client is this server's transport. Run both suites after touching it, which is what ci.yml's cli and mcp jobs do.

The container image builds from the repository root, not this directory, for the same reason:

docker build -f mcp-server/Dockerfile .   # `docker build ./mcp-server` no longer works

Docs

Full agent workflow guidance lives in the website docs: website/docs/integrate/agent-api-guide.md and website/docs/use-cases/llm-agent.md.