generated: '2026-09-06'
method: derived
source: mcp/eden-ai-mcp-tools.json + openapi/_original/eden-ai-v3-openapi.json + openapi/_original/eden-ai-<feature>-features-openapi.json
description: Binds each live Eden AI MCP tool to the REST operation(s) that back it. The MCP catalogue
  was read from the server itself (anonymous tools/list, 39 tools with inputSchema), and every operationId
  below was grepped out of a first-party OpenAPI harvested from api.edenai.run — none are invented.
surfaces:
  openapi:
  - name: Eden AI API V3
    file: openapi/_original/eden-ai-v3-openapi.json
    server: https://api.edenai.run
    gated: false
  - name: v2 feature slices
    files:
    - openapi/_original/eden-ai-text-features-openapi.json
    - openapi/_original/eden-ai-image-features-openapi.json
    - openapi/_original/eden-ai-ocr-features-openapi.json
    - openapi/_original/eden-ai-audio-features-openapi.json
    - openapi/_original/eden-ai-video-features-openapi.json
    - openapi/_original/eden-ai-translation-features-openapi.json
    - openapi/_original/eden-ai-multimodal-features-openapi.json
    - openapi/_original/eden-ai-llm-features-openapi.json
    server: https://api.edenai.run/v2
    gated: false
    note: Legacy. Eden AI documents v2 as supported through end of 2026 for cost monitoring and token
      management only.
  graphql: null
  mcp:
    url: https://mcp.edenai.run/mcp
    gated: false
    note: 'tools/list answers anonymously; tools/call requires Authorization: Bearer <api key>.'
coverage:
  mcp_tools: 39
  crosswalk_rows: 39
  mcp_only: 0
  rest_only: 31
  note: Every MCP tool binds to at least one real REST operationId, so mcp_only is empty.
crosswalk:
- tool: list_models
  category: utility
  rest:
  - list_models_v3_models_get
  - list_features_v3_info_get
  binding: direct
  confidence: high
  note: Lists providers/models and pricing; the REST equivalents are the v3 catalog endpoints.
- tool: upload_file
  category: utility
  rest:
  - upload_file_v3_upload_post
  binding: direct
  confidence: high
  note: Same persistent file store as POST /v3/upload.
- tool: check_job
  category: utility
  rest:
  - get_async_job_v3_universal_ai_async__job_id__get
  binding: direct
  confidence: high
  note: Polls the same async job resource as GET /v3/universal-ai/async/{job_id}.
- tool: text_ai_detection
  category: text
  rest:
  - universal_ai_v3_universal_ai_post
  - text_ai_detection_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "text/ai_detection/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: text_topic_extraction
  category: text
  rest:
  - universal_ai_v3_universal_ai_post
  - text_topic_extraction_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "text/topic_extraction/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: text_plagia_detection
  category: text
  rest:
  - universal_ai_v3_universal_ai_post
  - text_plagia_detection_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "text/plagia_detection/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: web_map
  category: web
  rest:
  - universal_ai_v3_universal_ai_post
  binding: model-routed
  confidence: medium
  note: Web features ship only on v3 Universal AI (model "web/map/<provider>") — there is no v2 splitted-schema
    slice for them, so no dedicated REST operationId exists.
- tool: web_search
  category: web
  rest:
  - universal_ai_v3_universal_ai_post
  binding: model-routed
  confidence: medium
  note: Web features ship only on v3 Universal AI (model "web/search/<provider>") — there is no v2 splitted-schema
    slice for them, so no dedicated REST operationId exists.
- tool: web_scraping
  category: web
  rest:
  - universal_ai_v3_universal_ai_post
  binding: model-routed
  confidence: medium
  note: Web features ship only on v3 Universal AI (model "web/scraping/<provider>") — there is no v2 splitted-schema
    slice for them, so no dedicated REST operationId exists.
- tool: text_named_entity_recognition
  category: text
  rest:
  - universal_ai_v3_universal_ai_post
  - text_named_entity_recognition_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "text/named_entity_recognition/<provider>";
    the legacy v2 feature endpoint exposes the same capability as its own operation.
- tool: ocr
  category: ocr
  rest:
  - universal_ai_v3_universal_ai_post
  - ocr_ocr_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "ocr/ocr/<provider>"; the legacy v2 feature
    endpoint exposes the same capability as its own operation.
- tool: web_crawl
  category: web
  rest:
  - create_async_job_v3_universal_ai_async_post
  binding: model-routed
  confidence: medium
  note: Web features ship only on v3 Universal AI (model "web/crawl/<provider>") — there is no v2 splitted-schema
    slice for them, so no dedicated REST operationId exists.
- tool: web_structured_extraction
  category: web
  rest:
  - create_async_job_v3_universal_ai_async_post
  binding: model-routed
  confidence: medium
  note: Web features ship only on v3 Universal AI (model "web/structured_extraction/<provider>") — there
    is no v2 splitted-schema slice for them, so no dedicated REST operationId exists.
- tool: web_batch_scrape
  category: web
  rest:
  - create_async_job_v3_universal_ai_async_post
  binding: model-routed
  confidence: medium
  note: Web features ship only on v3 Universal AI (model "web/batch_scrape/<provider>") — there is no
    v2 splitted-schema slice for them, so no dedicated REST operationId exists.
- tool: web_research
  category: web
  rest:
  - create_async_job_v3_universal_ai_async_post
  binding: model-routed
  confidence: medium
  note: Web features ship only on v3 Universal AI (model "web/research/<provider>") — there is no v2 splitted-schema
    slice for them, so no dedicated REST operationId exists.
- tool: ocr_tables
  category: ocr
  rest:
  - create_async_job_v3_universal_ai_async_post
  - ocr_ocr_tables_async_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "ocr/tables/<provider>"; the legacy v2 feature
    endpoint exposes the same capability as its own operation.
- tool: ocr_identity_parser
  category: ocr
  rest:
  - universal_ai_v3_universal_ai_post
  - ocr_identity_parser_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "ocr/identity_parser/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: ocr_resume_parser
  category: ocr
  rest:
  - universal_ai_v3_universal_ai_post
  - ocr_resume_parser_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "ocr/resume_parser/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: image_background_removal
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_background_removal_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/background_removal/<provider>"; the
    legacy v2 feature endpoint exposes the same capability as its own operation.
- tool: ocr_async
  category: ocr
  rest:
  - create_async_job_v3_universal_ai_async_post
  - ocr_ocr_async_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "ocr/async/<provider>"; the legacy v2 feature
    endpoint exposes the same capability as its own operation.
- tool: image_object_detection
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_object_detection_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/object_detection/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: image_ai_detection
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_ai_detection_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/ai_detection/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: ocr_financial_parser
  category: ocr
  rest:
  - universal_ai_v3_universal_ai_post
  - ocr_financial_parser_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "ocr/financial_parser/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: image_face_detection
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_face_detection_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/face_detection/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: image_generation
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_generation_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/generation/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: image_deepfake_detection
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_deepfake_detection_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/deepfake_detection/<provider>"; the
    legacy v2 feature endpoint exposes the same capability as its own operation.
- tool: image_face_compare
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_face_compare_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/face_compare/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: image_explicit_content
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_explicit_content_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/explicit_content/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: image_anonymization
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_anonymization_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/anonymization/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: translation_automatic_translation
  category: translation
  rest:
  - universal_ai_v3_universal_ai_post
  - translation_automatic_translation_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "translation/automatic_translation/<provider>";
    the legacy v2 feature endpoint exposes the same capability as its own operation.
- tool: image_logo_detection
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_logo_detection_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/logo_detection/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: audio_tts
  category: audio
  rest:
  - universal_ai_v3_universal_ai_post
  - audio_text_to_speech_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "audio/tts/<provider>"; the legacy v2 feature
    endpoint exposes the same capability as its own operation.
- tool: image_face_recognition
  category: image
  rest:
  - universal_ai_v3_universal_ai_post
  - image_face_recognition_recognize_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "image/face_recognition/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: translation_document_translation
  category: translation
  rest:
  - universal_ai_v3_universal_ai_post
  - translation_document_translation_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "translation/document_translation/<provider>";
    the legacy v2 feature endpoint exposes the same capability as its own operation.
- tool: video_deepfake_detection
  category: video
  rest:
  - create_async_job_v3_universal_ai_async_post
  - video_deepfake_detection_async_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "video/deepfake_detection/<provider>"; the
    legacy v2 feature endpoint exposes the same capability as its own operation.
- tool: video_generation
  category: video
  rest:
  - create_async_job_v3_universal_ai_async_post
  - video_generation_async_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "video/generation/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: audio_speech_to_text
  category: audio
  rest:
  - create_async_job_v3_universal_ai_async_post
  - audio_speech_to_text_async_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "audio/speech_to_text/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
- tool: text_moderation
  category: text
  rest:
  - universal_ai_v3_universal_ai_post
  - text_moderation_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "text/moderation/<provider>"; the legacy v2
    feature endpoint exposes the same capability as its own operation.
- tool: text_spell_check
  category: text
  rest:
  - universal_ai_v3_universal_ai_post
  - text_spell_check_create
  binding: model-routed
  confidence: high
  note: The tool is the v3 Universal AI endpoint with model "text/spell_check/<provider>"; the legacy
    v2 feature endpoint exposes the same capability as its own operation.
mcp_only: []
rest_only:
- operationId: list_subfeatures_v3_info__feature__get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: get_feature_info_v3_info__feature___subfeature__get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: chat_completions_v3_chat_completions_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: create_response_v3_responses_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: retrieve_response_v3_responses__response_id__get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: delete_response_v3_responses__response_id__delete
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: create_moderation_v3_moderations_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: list_moderation_models_v3_moderations_models_get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: create_embeddings_v3_embeddings_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: list_embeddings_models_v3_embeddings_models_get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: create_anthropic_message_v3_v1_messages_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: count_anthropic_tokens_v3_v1_messages_count_tokens_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: image_generations_v3_images_generations_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: image_edits_v3_images_edits_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: list_image_models_v3_images_models_get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: audio_transcriptions_v3_audio_transcriptions_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: list_transcription_models_v3_audio_transcriptions_models_get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: audio_speech_v3_audio_speech_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: list_speech_models_v3_audio_speech_models_get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: list_async_jobs_v3_universal_ai_async_get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: delete_async_job_v3_universal_ai_async__job_id__delete
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: create_collection_v3_universal_ai_collections_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: list_collections_v3_universal_ai_collections_get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: get_collection_v3_universal_ai_collections__collection_id__get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: delete_collection_v3_universal_ai_collections__collection_id__delete
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: add_item_v3_universal_ai_collections__collection_id__items_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: list_items_v3_universal_ai_collections__collection_id__items_get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: delete_item_v3_universal_ai_collections__collection_id__items__item_id__delete
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: list_files_v3_upload_get
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: delete_all_files_v3_upload_delete
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'
- operationId: delete_files_by_ids_v3_upload_delete_post
  api: Eden AI API V3
  reason: 'No MCP tool: gateway/LLM/account surface not exposed as an expert-model tool.'