feat(fable-mcp): briefing introspection and manual trigger tools
Adds the MCP tools needed to debug the agentic briefing pipeline without waiting for scheduled slots to fire: - fable_list_briefings — list briefing conversations newest first - fable_get_today_briefing — fetch today's briefing with all messages - fable_get_briefing_messages(conv_id) — message list for a specific briefing conversation, including tool_calls with embedded results - fable_trigger_briefing(slot) — manually run a slot via POST /api/briefing/trigger (fires RSS/weather refresh, same as the scheduler) - fable_get_conversation(conv_id) — generic conversation read for chat or briefing threads, full messages + tool_calls + metadata All of these hit existing REST endpoints (/api/briefing/conversations, /api/briefing/conversations/<id>/messages, /api/briefing/trigger, /api/chat/conversations/<id>) so no API surface changed — the gap was purely on the MCP side. Bearer token auth works across both blueprints because login_required already accepts API keys. Enables a full "trigger → inspect → tune prompt → repeat" loop from Claude without touching the UI, which is necessary for iterating on agentic briefing prompts when the scheduled slot is hours away. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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@@ -628,6 +628,100 @@ async def fable_remove_rss_feed(feed_id: int) -> dict:
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return await briefing.remove_rss_feed(client, feed_id=feed_id)
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# ---------------------------------------------------------------------------
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# Briefing introspection & control
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# ---------------------------------------------------------------------------
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@mcp.tool()
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async def fable_list_briefings() -> dict:
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"""List the user's briefing conversations, newest first.
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Each briefing has an associated date and conversation id. Use
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``fable_get_briefing_messages`` or ``fable_get_conversation`` with
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the id to pull the actual briefing text and tool-call receipts.
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Returns a dict with a ``conversations`` list.
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"""
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async with FableClient() as client:
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return await briefing.list_briefing_conversations(client)
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@mcp.tool()
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async def fable_get_today_briefing() -> dict:
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"""Fetch today's briefing conversation, creating it if needed.
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Returns the full conversation object including all messages — the
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scheduled briefing assistant turns, any tool calls the agentic path
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made, and any chat replies the user has sent in the briefing thread.
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Use this to inspect what a briefing actually said (and what tool
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results grounded it) without having to query by id.
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"""
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async with FableClient() as client:
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return await briefing.get_today_briefing(client)
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@mcp.tool()
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async def fable_get_briefing_messages(conversation_id: int) -> dict:
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"""Fetch all messages for a specific briefing conversation.
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Args:
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conversation_id: The briefing conversation id from fable_list_briefings.
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Returns a dict with a ``messages`` list. Each message includes
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role, content, tool_calls (with results), and metadata — the
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metadata carries ``briefing_slot`` tags on agentic briefing turns.
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"""
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async with FableClient() as client:
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return await briefing.get_briefing_messages(
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client, conversation_id=conversation_id,
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)
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@mcp.tool()
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async def fable_trigger_briefing(slot: str = "compilation") -> dict:
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"""Manually run a briefing slot for the current user.
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Fires the same data refresh the scheduler does (RSS, weather),
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runs the briefing pipeline (legacy or agentic based on the user's
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``briefing_mode`` setting), and writes the result into today's
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briefing conversation. Use this to test prompt changes without
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waiting for the next scheduled slot.
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Args:
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slot: One of ``compilation`` (full morning, default), ``morning``,
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``midday``, or ``afternoon``.
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Returns a dict with ``conversation_id``, ``message_id``, and ``slot``.
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"""
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async with FableClient() as client:
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return await briefing.trigger_briefing(client, slot=slot)
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# ---------------------------------------------------------------------------
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# Generic conversation access
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# ---------------------------------------------------------------------------
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@mcp.tool()
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async def fable_get_conversation(conversation_id: int) -> dict:
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"""Fetch any conversation (chat or briefing) with its full message list.
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Returns conversation metadata plus an ordered ``messages`` array.
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Each message includes role, content, tool_calls (with results),
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context_note_id, and msg_metadata. Tool calls are in the stored
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flat format: ``[{"function": name, "arguments": {...}, "result": {...}}]``.
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Useful for debugging agentic briefings, inspecting chat history,
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or verifying that a tool actually ran with the expected arguments.
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"""
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async with FableClient() as client:
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return await briefing.get_conversation(
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client, conversation_id=conversation_id,
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)
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# ---------------------------------------------------------------------------
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# Entry point
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# ---------------------------------------------------------------------------
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@@ -1,4 +1,4 @@
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"""MCP tools for Fable RSS feed management."""
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"""MCP tools for Fable briefings and RSS feed management."""
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from __future__ import annotations
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from typing import Any
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@@ -6,6 +6,8 @@ from typing import Any
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from fable_mcp.client import FableClient
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# ── RSS feeds ────────────────────────────────────────────────────────────────
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async def list_rss_feeds(client: FableClient) -> dict[str, Any]:
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"""List the user's RSS feeds."""
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return await client.get("/api/briefing/feeds")
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@@ -30,3 +32,47 @@ async def add_rss_feed(
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async def remove_rss_feed(client: FableClient, *, feed_id: int) -> dict[str, Any]:
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"""Remove an RSS feed by ID."""
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return await client.delete(f"/api/briefing/feeds/{feed_id}")
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# ── Briefings ────────────────────────────────────────────────────────────────
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async def list_briefing_conversations(client: FableClient) -> dict[str, Any]:
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"""List the user's briefing conversations, newest first."""
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return await client.get("/api/briefing/conversations")
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async def get_today_briefing(client: FableClient) -> dict[str, Any]:
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"""Fetch today's briefing conversation with all messages."""
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return await client.get("/api/briefing/conversations/today")
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async def get_briefing_messages(
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client: FableClient,
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*,
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conversation_id: int,
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) -> dict[str, Any]:
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"""Fetch messages for a specific briefing conversation."""
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return await client.get(f"/api/briefing/conversations/{conversation_id}/messages")
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async def trigger_briefing(
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client: FableClient,
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*,
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slot: str = "compilation",
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) -> dict[str, Any]:
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"""Manually trigger a briefing slot — fires data refresh and runs the pipeline.
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Slot is one of: compilation (full morning), morning, midday, afternoon.
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"""
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return await client.post("/api/briefing/trigger", json={"slot": slot})
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# ── Generic conversations ───────────────────────────────────────────────────
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async def get_conversation(
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client: FableClient,
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*,
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conversation_id: int,
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) -> dict[str, Any]:
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"""Fetch any conversation (chat or briefing) with all messages and tool calls."""
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return await client.get(f"/api/chat/conversations/{conversation_id}")
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