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Hugging Face MCP Spaces, live

Every public Hugging Face Space that serves MCP tools, with its state right now: awake, asleep or unavailable, and the tools from the last time it was seen awake.

9,405Spaces on the map
4,177awake
2,698asleep
2,530unavailable

States from the Hugging Face API, read 2026-11-14 03:05 UTC. An asleep Space is not down: the first call wakes it and takes time.

7Maps never sells placement. Rankings come only from live checks and real use.

Spaces

9,405 match.

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  • awake, answering with tools Diskfo/flux-3-image-klein · Other
    4 tools at the last check: flux_3_image_klein__load_initial flux_3_image_klein__check_login_status flux_3_image_klein_endpoint flux_3_image_klein_infer · on Hugging Face
  • awake, answering with tools leivisondias/qwen-image-2.1-uncensored-aio-loras · Documents and knowledge
    4 tools at the last check: qwen_image_2_1_uncensored_aio_loras_update_mode_ui qwen_image_2_1_uncensored_aio_loras_update_lora_selection qwen_image_2_1_uncensored_aio_loras_generate qwen_image_2_1_uncensored_aio_loras__check_login_status · on Hugging Face
  • awake, answering with tools prithivMLmods/Qwen3-VL-abliterated-MAX-Fast · Other
    4 tools at the last check: Qwen3_VL_abliterated_MAX_Fast_noop Qwen3_VL_abliterated_MAX_Fast_noop_1 Qwen3_VL_abliterated_MAX_Fast_run_router Qwen3_VL_abliterated_MAX_Fast_load_example_data · on Hugging Face
  • awake, answering with tools hugging-apps/gliner2-5-multi-extractor · Other
    4 tools at the last check: gliner2_5_multi_extractor_extract_entities gliner2_5_multi_extractor_classify_text gliner2_5_multi_extractor_extract_relations gliner2_5_multi_extractor_extract_structured · on Hugging Face
  • awake, answering with tools prithivMLmods/CUA-GUI-Operator · Other
    4 tools at the last check: CUA_GUI_Operator_noop CUA_GUI_Operator_noop_1 CUA_GUI_Operator_run_cua CUA_GUI_Operator_load_example_data · on Hugging Face
  • awake, answering with tools dejun-huang/Code-Complexity-Analyzer · Developer tools and code
    4 tools at the last check: Code_Complexity_Analyzer_full_code_analysis Code_Complexity_Analyzer_calculate_cyclomatic_complexity Code_Complexity_Analyzer_analyze_code_metrics Code_Complexity_Analyzer_detect_code_smells · on Hugging Face
  • awake, answering with tools prithivMLmods/NVIDIA-Nemotron-Parse-OCR · Other
    4 tools at the last check: NVIDIA_Nemotron_Parse_OCR_noop NVIDIA_Nemotron_Parse_OCR_noop_1 NVIDIA_Nemotron_Parse_OCR_run_ocr NVIDIA_Nemotron_Parse_OCR_load_example_data · on Hugging Face
  • awake, answering with tools hugging-apps/lensvlm-9b-demo · Documents and knowledge
    4 tools at the last check: lensvlm_9b_demo_run_lensvlm lensvlm_9b_demo_preview lensvlm_9b_demo_preview_1 lensvlm_9b_demo_preview_2 · on Hugging Face
  • awake, answering with tools hugging-apps/lfm3-audio-2b · Documents and knowledge
    4 tools at the last check: lfm3_audio_2b_voice_chat lfm3_audio_2b_transcribe lfm3_audio_2b_tts lfm3_audio_2b_audio_qa · on Hugging Face
  • awake, answering with tools mcp-tools/wan-2-2-first-last-frame · Documents and knowledge
    4 tools at the last check: wan_2_2_first_last_frame_generate_video wan_2_2_first_last_frame_switch_to_upload_tab wan_2_2_first_last_frame__lambda_ wan_2_2_first_last_frame_generate_video_1 · on Hugging Face
  • awake, answering with tools Tafsut-FM/tafsut-forecast-demo · Documents and knowledge
    4 tools at the last check: tafsut_forecast_demo__adaptive_history_slider tafsut_forecast_demo__adaptive_history_slider_1 tafsut_forecast_demo_run_forecast tafsut_forecast_demo_run_forecast_1 · on Hugging Face
  • awake, answering with tools CAMOMAIL/Dream-wan2-2-fp8da-aoti-preview-2_first-last_video · Documents and knowledge
    4 tools at the last check: Dream_wan2_2_fp8da_aoti_preview_2_first_last_video_profile_settings Dream_wan2_2_fp8da_aoti_preview_2_first_last_video_swap_images Dream_wan2_2_fp8da_aoti_preview_2_first_last_video_generate_video Dream_wan2_2_fp8da_aoti_preview_2_first_last_video_extract_frame · on Hugging Face
  • awake, answering with tools fastino/gliner2-guardrails-pii-multi · CRM and sales
    4 tools at the last check: gliner2_guardrails_pii_multi_detect_pii gliner2_guardrails_pii_multi_moderate_prompt gliner2_guardrails_pii_multi_moderate_response gliner2_guardrails_pii_multi_combined_pipeline · on Hugging Face
  • awake, answering with tools fffiloni/Image-to-Fragrance · Documents and knowledge
    4 tools at the last check: Image_to_Fragrance_disable_flacon_button Image_to_Fragrance_infer Image_to_Fragrance_allow_flacon_button Image_to_Fragrance_infer_flux · on Hugging Face
  • awake, answering with tools FlameF0X/ChessSLM · Other
    4 tools at the last check: ChessSLM_update_model_description ChessSLM_new_game ChessSLM_make_player_move ChessSLM_make_player_move_1 · on Hugging Face
  • awake, answering with tools OpenMOSS-Team/MOSS-VL-Instruct-0708-Demo · Marketing, email and messaging
    4 tools at the last check: MOSS_VL_Instruct_0708_Demo_analyze_image MOSS_VL_Instruct_0708_Demo_analyze_video MOSS_VL_Instruct_0708_Demo_analyze_text MOSS_VL_Instruct_0708_Demo_chat_generate · on Hugging Face
  • awake, answering with tools tomonori1120/nano-banana · Documents and knowledge
    4 tools at the last check: nano_banana_mcp_generate_image nano_banana_update_resolution_visibility nano_banana_control_access nano_banana__check_login_status · on Hugging Face
  • awake, answering with tools hugging-apps/mlabonne-lfm2-5-230m-chess · Other
    4 tools at the last check: mlabonne_lfm2_5_230m_chess_start_game mlabonne_lfm2_5_230m_chess_undo mlabonne_lfm2_5_230m_chess_play mlabonne_lfm2_5_230m_chess_analyse_position · on Hugging Face
  • awake, answering with tools hugobowne/llmops-database-mcp · Developer tools and code
    4 tools at the last check: llmops_database_mcp_search llmops_database_mcp_get_case_study_details llmops_database_mcp_get_statistics llmops_database_mcp_list_options · on Hugging Face
  • awake, answering with tools JaxK49/qwen-image-2.1-uncensored-aio-loras · Documents and knowledge
    4 tools at the last check: qwen_image_2_1_uncensored_aio_loras_update_mode_ui qwen_image_2_1_uncensored_aio_loras_update_lora_selection qwen_image_2_1_uncensored_aio_loras_generate qwen_image_2_1_uncensored_aio_loras__check_login_status · on Hugging Face
  • awake akhaliq/worldcrafter-demo-workflow · Documents and knowledge
    4 tools when last seen awake, 2026-11-10: worldcrafter_demo_workflow__check_login_status worldcrafter_demo_workflow__load_initial worldcrafter_demo_workflow_endpoint worldcrafter_demo_workflow_endpoint_1 · on Hugging Face
  • awake, answering with tools hugging-apps/centauri-cognitive-simulator · Other
    4 tools at the last check: centauri_cognitive_simulator_start_session centauri_cognitive_simulator_choose centauri_cognitive_simulator_load_example centauri_cognitive_simulator_score_transcript · on Hugging Face
  • awake, answering with tools hugging-apps/voicetut-egyptian-tashkeel · Documents and knowledge
    4 tools at the last check: voicetut_egyptian_tashkeel__preview_reference voicetut_egyptian_tashkeel_generate_builtin voicetut_egyptian_tashkeel__preview_reference_1 voicetut_egyptian_tashkeel_generate_clone · on Hugging Face
  • awake, answering with tools Tinchote/Dream-wan2-2-fp8da-aoti-preview-2 · Documents and knowledge
    4 tools at the last check: Dream_wan2_2_fp8da_aoti_preview_2_profile_settings Dream_wan2_2_fp8da_aoti_preview_2_swap_images Dream_wan2_2_fp8da_aoti_preview_2_generate_video Dream_wan2_2_fp8da_aoti_preview_2_extract_frame · on Hugging Face
  • awake, answering with tools vml12/qwen-2511-ai · Other
    4 tools at the last check: qwen_2511_ai_check_safety qwen_2511_ai_infer qwen_2511_ai_edit_image_mcp qwen_2511_ai_load_example · on Hugging Face
  • awake, answering with tools filestreamer/Dream-wan2-2-fp8da-aoti-preview-2 · Documents and knowledge
    4 tools at the last check: Dream_wan2_2_fp8da_aoti_preview_2_profile_settings Dream_wan2_2_fp8da_aoti_preview_2_swap_images Dream_wan2_2_fp8da_aoti_preview_2_generate_video Dream_wan2_2_fp8da_aoti_preview_2_extract_frame · on Hugging Face
  • awake, answering with tools hugging-apps/krea2-pose-controlnet · Documents and knowledge
    4 tools at the last check: krea2_pose_controlnet_generate_from_pose_image krea2_pose_controlnet_on_photo_upload krea2_pose_controlnet__lambda_ krea2_pose_controlnet_generate_from_keypoints · on Hugging Face
  • awake, answering with tools ikram98ai/hierRAG · Documents and knowledge
    4 tools at the last check: hierRAG_ingest_files hierRAG_run_rag_comparison hierRAG_setup_synthetic_data hierRAG_run_evaluation_batch · on Hugging Face
  • awake, answering with tools xyzanonn0/qwen-image-2.1-uncensored-aio-loras · Documents and knowledge
    4 tools at the last check: qwen_image_2_1_uncensored_aio_loras_update_mode_ui qwen_image_2_1_uncensored_aio_loras_update_lora_selection qwen_image_2_1_uncensored_aio_loras_generate qwen_image_2_1_uncensored_aio_loras__check_login_status · on Hugging Face
  • awake, answering with tools avnigashi/spark-x25-4b-chat · Marketing, email and messaging
    4 tools at the last check: spark_x25_4b_chat_respond spark_x25_4b_chat__lambda_ spark_x25_4b_chat_respond_1 spark_x25_4b_chat__lambda__1 · on Hugging Face
  • awake, answering with tools Deepmind1/Dream-wan2-2-fp8da-aoti-preview-2 · Documents and knowledge
    4 tools at the last check: Dream_wan2_2_fp8da_aoti_preview_2_profile_settings Dream_wan2_2_fp8da_aoti_preview_2_swap_images Dream_wan2_2_fp8da_aoti_preview_2_generate_video Dream_wan2_2_fp8da_aoti_preview_2_extract_frame · on Hugging Face
  • awake, answering with tools Gerasimo/FLUX.2-Klein-LoRA-Studio-V001 · Documents and knowledge
    4 tools at the last check: FLUX_2_Klein_LoRA_Studio_V001_get_image_count_info FLUX_2_Klein_LoRA_Studio_V001_update_style_selection FLUX_2_Klein_LoRA_Studio_V001_update_style_info FLUX_2_Klein_LoRA_Studio_V001_infer · on Hugging Face
  • awake, answering with tools GiorgioV/FLUX.2-Klein-LoRA-Studio12 · Documents and knowledge
    4 tools at the last check: FLUX_2_Klein_LoRA_Studio12_get_image_count_info FLUX_2_Klein_LoRA_Studio12_update_style_selection FLUX_2_Klein_LoRA_Studio12_update_style_info FLUX_2_Klein_LoRA_Studio12_infer · on Hugging Face
  • awake hugging-apps/dr-mv3d · Documents and knowledge
    4 tools when last seen awake, 2026-11-10: dr_mv3d_load_around dr_mv3d_load_among dr_mv3d_load_rotation dr_mv3d_answer · on Hugging Face
  • awake, answering with tools jkorstad/forge-visuals · Documents and knowledge
    4 tools at the last check: forge_visuals_generate_concept forge_visuals_refine_edit forge_visuals_describe_asset forge_visuals_prep_sprite · on Hugging Face
  • awake, answering with tools MCP-1st-Birthday/yooi-vendorguard-ai · Marketing, email and messaging
    4 tools at the last check: yooi_vendorguard_ai_process_invoice yooi_vendorguard_ai_analyze_and_prepare_negotiation yooi_vendorguard_ai_handle_generate_email yooi_vendorguard_ai_send_followup_email · on Hugging Face
  • awake, answering with tools nlopes90/glm47-mcp · Developer tools and code
    4 tools at the last check: glm47_mcp_generate_code glm47_mcp_review_code glm47_mcp_explain_code glm47_mcp_solve_problem · on Hugging Face
  • awake, answering with tools nlopes90/kimi-k2-mcp · Developer tools and code
    4 tools at the last check: kimi_k2_mcp_generate_code kimi_k2_mcp_review_code kimi_k2_mcp_explain_code kimi_k2_mcp_solve_problem · on Hugging Face
  • awake, answering with tools nvidia/Nemotron-Parse-3.5 · Other
    4 tools at the last check: Nemotron_Parse_3_5_noop Nemotron_Parse_3_5_noop_1 Nemotron_Parse_3_5_run_ocr Nemotron_Parse_3_5_load_example_data · on Hugging Face
  • awake, answering with tools prithivMLmods/idol-imagine-fast · Documents and knowledge
    4 tools at the last check: idol_imagine_fast_generate_txt2img idol_imagine_fast_preprocess_image idol_imagine_fast_preprocess_image_1 idol_imagine_fast_run · on Hugging Face
  • awake, answering with tools Ravenrose6699881/Dream-wan2-2-fp8da-aoti-preview-2 · Documents and knowledge
    4 tools at the last check: Dream_wan2_2_fp8da_aoti_preview_2_profile_settings Dream_wan2_2_fp8da_aoti_preview_2_swap_images Dream_wan2_2_fp8da_aoti_preview_2_generate_video Dream_wan2_2_fp8da_aoti_preview_2_extract_frame · on Hugging Face
  • awake, answering with tools ssh3477/Dream-wan2-2-fp8da-aoti-preview-2 · Documents and knowledge
    4 tools at the last check: Dream_wan2_2_fp8da_aoti_preview_2_profile_settings Dream_wan2_2_fp8da_aoti_preview_2_swap_images Dream_wan2_2_fp8da_aoti_preview_2_generate_video Dream_wan2_2_fp8da_aoti_preview_2_extract_frame · on Hugging Face
  • awake, answering with tools thesatyamxyz/OCR-DEMO · Other
    4 tools at the last check: OCR_DEMO_noop OCR_DEMO_noop_1 OCR_DEMO_run_router OCR_DEMO_load_example_data · on Hugging Face
  • awake, answering with tools 0xmoose/tiramisu-check-in · Other
    4 tools at the last check: tiramisu_check_in_tiramisu tiramisu_check_in_encode_payload_ui tiramisu_check_in_decode_payload_ui tiramisu_check_in_recent_checkins · on Hugging Face
  • awake, answering with tools A0Sh/qwen-image-21-studio · Documents and knowledge
    4 tools at the last check: qwen_image_21_studio_generate_t2i qwen_image_21_studio_generate_edit qwen_image_21_studio_randomize_prompt qwen_image_21_studio_randomize_seed · on Hugging Face
  • awake, answering with tools abidis45/qwen-image-2.1-uncensored-aio-loras · Documents and knowledge
    4 tools at the last check: qwen_image_2_1_uncensored_aio_loras_update_mode_ui qwen_image_2_1_uncensored_aio_loras_update_lora_selection qwen_image_2_1_uncensored_aio_loras_generate qwen_image_2_1_uncensored_aio_loras__check_login_status · on Hugging Face
  • awake, answering with tools AI-Agent-Exercise-2025/kurita_api_demo · Other
    4 tools at the last check: kurita_api_demo_init_var_choices_from_supabase kurita_api_demo_init_var_choices_from_supabase_1 kurita_api_demo_run_anomaly_detection_by_timestamp_gpt kurita_api_demo_fetch_anomalies_by_date_gpt · on Hugging Face
  • awake, answering with tools Aivis/EUDAMED · Documents and knowledge
    4 tools at the last check: EUDAMED_search_devices EUDAMED_get_device EUDAMED_get_basic_udi_di EUDAMED_get_actor · on Hugging Face
  • awake, answering with tools Aivis/hf-vzd-mcp-test · Other
    4 tools at the last check: hf_vzd_mcp_test_lookup_land hf_vzd_mcp_test_lookup_premises hf_vzd_mcp_test_land_base_value hf_vzd_mcp_test_premises_group_base_value · on Hugging Face
  • awake, answering with tools Aivis/trivia-bank · Marketing, email and messaging
    4 tools at the last check: trivia_bank_list_categories trivia_bank_get_questions trivia_bank_add_question trivia_bank_save_score · on Hugging Face

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How 7Maps checks a Space

7Maps reads each Space's state from the public Hugging Face API, which never starts a Space. It sends its own check (the standard MCP connection requests, never a tool call) only to a Space that is already awake, and not so often that its checks alone would keep a Space from falling asleep. It never wakes a sleeping Space.

Asleep never counts as down in uptime. A wake time is shown only when real agent calls observed one, rounded.

A badge for your Space

Space owners can show the live state in a README. Replace owner/space with your Space id:

[![7Maps](https://7it.co.il/7maps/badge/hf/owner/space.svg)](https://7it.co.il/7maps/hugging-face/)

It reads "awake", "asleep" (with a rounded wake time once agents observed one) or "unavailable". Every Space also has its own page on 7Maps with its tools and history. For server owners.

7Maps by 7IT maps the MCP servers AI agents use, from public listings. Observations with a date, not a judgement. Methodology · How we collect, and opting out.

Every 7Maps day is signed and chained to the day before.Verify in your browser