Files
DemonGatanjieu-Anomalous_Mo…/api/__init__.py
T
DemonGatanjieuandClaude Opus 5.5 358c2bc4d3 feat(mcp): AI apps can read the library through /anomalous/mcp
An MCP endpoint (Streamable HTTP) inside ComfyUI's server, so Claude, Cursor, Cherry
Studio and other MCP apps can ask about the user's library without anything extra
installed and without memory or VRAM while nobody is connected.

- api/mcp_server.py: one JSON-RPC message per POST, answered with JSON. Serves the
  2026-07-28 stateless protocol (headers must match the body) and the earlier
  initialize-based versions; no sessions. This computer only: loopback peer, no proxy
  headers, loopback Host and Origin (DNS rebinding).
- api/mcp_tools.py: 11 read-only tools: library overview, model search and details
  (optional cover), scan status, output-image search and generation settings
  (optional thumbnail), combos, workflow recipes, saved prompts, generated audio,
  activity log. Ids resolve inside their roots; tool failures come back as isError.
- docs/guides/mcp.md: setup for each app, what can be asked, privacy note.

Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
2026-10-05 21:26:10 +08:00

122 lines
8.1 KiB
Python

from . import (
activity_log, audio_catalog, folder_types, gallery_routes, materials, media_routes, model_catalog,
model_media, model_metadata, model_resolution, model_type_listing, kept_images, node_material, recipe_packages, recipes, scan_report, scan_summary,
mcp_server, translation_routes, version_manager,
)
from .scanner import *
from .config import *
from .notebooks import *
from .parameters import *
from aiohttp import web
EXTENSION_STATIC_PREFIX = '/extensions/Anomalous_Model_Browser/'
@web.middleware
async def no_cache_extension_middleware(request, handler):
"""Make browsers revalidate this plugin's JS/CSS so a normal refresh picks up updates.
`no-cache` still allows 304 responses via ETag/Last-Modified. This replaces
per-import `?v=` query strings, which load a second module instance whenever
two files import the same module with different URLs.
"""
response = await handler(request)
if request.path.startswith(EXTENSION_STATIC_PREFIX):
response.headers['Cache-Control'] = 'no-cache'
return response
def setup_routes(app):
if hasattr(app, 'middlewares') and no_cache_extension_middleware not in app.middlewares:
app.middlewares.append(no_cache_extension_middleware)
app.router.add_get('/anomalous/folders', model_catalog.api_get_folders)
app.router.add_get('/anomalous/all_folder_types', folder_types.api_get_all_folder_types)
app.router.add_get('/anomalous/models', model_catalog.api_get_models)
app.router.add_get('/anomalous/type_models', model_type_listing.api_get_type_models)
app.router.add_get('/anomalous/all_scan_models', model_catalog.api_get_all_scan_models)
app.router.add_get('/anomalous/batch_select', model_catalog.api_batch_select)
app.router.add_get('/anomalous/image', media_routes.api_serve_image)
app.router.add_get('/anomalous/card_cache', media_routes.api_card_cache)
app.router.add_post('/anomalous/card_cache/clear', media_routes.api_clear_card_cache)
app.router.add_post('/anomalous/scan', api_scan_folder)
app.router.add_get('/anomalous/scan_status', api_scan_status)
app.router.add_get('/anomalous/find_model', model_catalog.api_find_model)
app.router.add_get('/anomalous/config', api_get_config)
app.router.add_post('/anomalous/save_config', api_save_config)
app.router.add_post('/anomalous/delete_model', model_metadata.api_delete_model)
app.router.add_get('/anomalous/compatible_models', model_catalog.api_compatible_models)
app.router.add_get('/anomalous/notebooks', api_get_notebooks)
app.router.add_post('/anomalous/save_notebook', api_save_notebook)
app.router.add_post('/anomalous/delete_notebook', api_delete_notebook)
# Parameter Routes
app.router.add_get('/anomalous/parameters', api_get_parameters)
app.router.add_get('/anomalous/parameters/by_node_type', api_get_parameters_by_type)
app.router.add_post('/anomalous/save_parameter', api_save_parameter)
app.router.add_post('/anomalous/rename_parameter', api_rename_parameter)
app.router.add_post('/anomalous/delete_parameter', api_delete_parameter)
app.router.add_get('/anomalous/parameter_gallery', api_get_parameter_gallery)
# Recipe Routes
app.router.add_get('/anomalous/recipes', recipes.api_get_recipes)
app.router.add_get('/anomalous/recipe_full', recipes.api_get_recipe_full)
app.router.add_get('/anomalous/recipe_asset', recipes.api_get_recipe_asset)
app.router.add_get('/anomalous/recipe_gallery', recipes.api_get_recipe_gallery)
app.router.add_get('/anomalous/recipe_parameter_gallery', recipes.api_get_recipe_parameter_gallery)
app.router.add_get('/anomalous/recipe_gallery_compare', recipes.api_get_recipe_gallery_compare)
app.router.add_post('/anomalous/save_recipe', recipes.api_save_recipe)
app.router.add_post('/anomalous/update_recipe', recipes.api_update_recipe)
app.router.add_post('/anomalous/set_recipe_gallery_cover', recipes.api_set_recipe_gallery_cover)
app.router.add_post('/anomalous/delete_recipe', recipes.api_delete_recipe)
app.router.add_get('/anomalous/recipe_history', recipes.api_get_recipe_history)
app.router.add_get('/anomalous/recipe_version', recipes.api_get_recipe_version)
app.router.add_post('/anomalous/restore_recipe_version', recipes.api_restore_recipe_version)
app.router.add_post('/anomalous/refresh_recipe_identity', recipes.api_refresh_recipe_identity)
app.router.add_post('/anomalous/export_recipe_package', recipe_packages.api_export_recipe_package)
app.router.add_post('/anomalous/import_recipe_package_inspect', recipe_packages.api_import_recipe_package_inspect)
app.router.add_post('/anomalous/import_recipe_package_commit', recipe_packages.api_import_recipe_package_commit)
# Curated Material Library Routes
app.router.add_get('/anomalous/materials', materials.api_get_materials)
app.router.add_get('/anomalous/material_full', materials.api_get_material_full)
app.router.add_get('/anomalous/material_asset', materials.api_get_material_asset)
app.router.add_get('/anomalous/materials/by_node_type', materials.api_get_materials_by_node_type)
app.router.add_post('/anomalous/inspect_image_material', materials.api_inspect_image_material)
app.router.add_post('/anomalous/save_image_material', materials.api_save_image_material)
app.router.add_post('/anomalous/save_prompt_plan', materials.api_save_prompt_plan)
app.router.add_post('/anomalous/save_node_material', node_material.api_save_node_material)
app.router.add_post('/anomalous/delete_material', materials.api_delete_material)
app.router.add_post('/anomalous/update_material', materials.api_update_material)
app.router.add_post('/anomalous/mark_material_moved', materials.api_mark_material_moved)
app.router.add_post('/anomalous/translate', translation_routes.api_translate)
app.router.add_get('/anomalous/base_models', model_catalog.api_base_models)
app.router.add_get('/anomalous/gallery_images', gallery_routes.api_get_gallery_images)
app.router.add_post('/anomalous/delete_gallery_image', gallery_routes.api_delete_gallery_image)
app.router.add_get('/anomalous/output_thumbnail', gallery_routes.api_output_thumbnail)
app.router.add_get('/anomalous/kept_images', kept_images.api_kept_images)
app.router.add_get('/anomalous/resolve_hash', model_resolution.api_resolve_hash)
app.router.add_post('/anomalous/resolve_hash_batch', model_resolution.api_resolve_hash_batch)
app.router.add_get('/anomalous/all_hashes', model_resolution.api_get_all_hashes)
app.router.add_post('/anomalous/scan_all', api_scan_all)
app.router.add_get('/anomalous/global_scan_status', api_global_scan_status)
app.router.add_post('/anomalous/clear_cache', media_routes.api_clear_cache)
app.router.add_post('/anomalous/update_metadata', model_metadata.api_update_metadata)
app.router.add_post('/anomalous/set_custom_cover', model_media.api_set_custom_cover)
app.router.add_post('/anomalous/upload_custom_cover', model_media.api_upload_custom_cover)
app.router.add_get('/anomalous/model_images', media_routes.api_get_model_images)
app.router.add_post('/anomalous/resolve_paths_to_previews', model_catalog.api_resolve_paths_to_previews)
app.router.add_get('/anomalous/scan_summary', scan_summary.api_scan_summary)
app.router.add_get('/anomalous/last_scan', scan_report.api_last_scan)
app.router.add_get('/anomalous/scan_model', scan_report.api_scan_model)
# Audio & Voice Studio Routes
app.router.add_get('/anomalous/audio_stream', audio_catalog.api_serve_audio)
app.router.add_get('/anomalous/audio_gallery', audio_catalog.api_get_audio_gallery)
app.router.add_post('/anomalous/delete_audio_gallery', audio_catalog.api_delete_audio_gallery)
app.router.add_get('/anomalous/audio_previews', audio_catalog.api_get_audio_previews)
app.router.add_post('/anomalous/save_audio_preview', audio_catalog.api_save_audio_preview)
version_manager.register_routes(app)
activity_log.register_routes(app)
mcp_server.register_routes(app)