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.
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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_initialflux_3_image_klein__check_login_statusflux_3_image_klein_endpointflux_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_uiqwen_image_2_1_uncensored_aio_loras_update_lora_selectionqwen_image_2_1_uncensored_aio_loras_generateqwen_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_noopQwen3_VL_abliterated_MAX_Fast_noop_1Qwen3_VL_abliterated_MAX_Fast_run_routerQwen3_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_entitiesgliner2_5_multi_extractor_classify_textgliner2_5_multi_extractor_extract_relationsgliner2_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_noopCUA_GUI_Operator_noop_1CUA_GUI_Operator_run_cuaCUA_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_analysisCode_Complexity_Analyzer_calculate_cyclomatic_complexityCode_Complexity_Analyzer_analyze_code_metricsCode_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_noopNVIDIA_Nemotron_Parse_OCR_noop_1NVIDIA_Nemotron_Parse_OCR_run_ocrNVIDIA_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_lensvlmlensvlm_9b_demo_previewlensvlm_9b_demo_preview_1lensvlm_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_chatlfm3_audio_2b_transcribelfm3_audio_2b_ttslfm3_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_videowan_2_2_first_last_frame_switch_to_upload_tabwan_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_slidertafsut_forecast_demo__adaptive_history_slider_1tafsut_forecast_demo_run_forecasttafsut_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_settingsDream_wan2_2_fp8da_aoti_preview_2_first_last_video_swap_imagesDream_wan2_2_fp8da_aoti_preview_2_first_last_video_generate_videoDream_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_piigliner2_guardrails_pii_multi_moderate_promptgliner2_guardrails_pii_multi_moderate_responsegliner2_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_buttonImage_to_Fragrance_inferImage_to_Fragrance_allow_flacon_buttonImage_to_Fragrance_infer_flux· on Hugging Face - awake, answering with tools FlameF0X/ChessSLM · Other
4 tools at the last check:ChessSLM_update_model_descriptionChessSLM_new_gameChessSLM_make_player_moveChessSLM_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_imageMOSS_VL_Instruct_0708_Demo_analyze_videoMOSS_VL_Instruct_0708_Demo_analyze_textMOSS_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_imagenano_banana_update_resolution_visibilitynano_banana_control_accessnano_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_gamemlabonne_lfm2_5_230m_chess_undomlabonne_lfm2_5_230m_chess_playmlabonne_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_searchllmops_database_mcp_get_case_study_detailsllmops_database_mcp_get_statisticsllmops_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_uiqwen_image_2_1_uncensored_aio_loras_update_lora_selectionqwen_image_2_1_uncensored_aio_loras_generateqwen_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_statusworldcrafter_demo_workflow__load_initialworldcrafter_demo_workflow_endpointworldcrafter_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_sessioncentauri_cognitive_simulator_choosecentauri_cognitive_simulator_load_examplecentauri_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_referencevoicetut_egyptian_tashkeel_generate_builtinvoicetut_egyptian_tashkeel__preview_reference_1voicetut_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_settingsDream_wan2_2_fp8da_aoti_preview_2_swap_imagesDream_wan2_2_fp8da_aoti_preview_2_generate_videoDream_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_safetyqwen_2511_ai_inferqwen_2511_ai_edit_image_mcpqwen_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_settingsDream_wan2_2_fp8da_aoti_preview_2_swap_imagesDream_wan2_2_fp8da_aoti_preview_2_generate_videoDream_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_imagekrea2_pose_controlnet_on_photo_uploadkrea2_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_fileshierRAG_run_rag_comparisonhierRAG_setup_synthetic_datahierRAG_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_uiqwen_image_2_1_uncensored_aio_loras_update_lora_selectionqwen_image_2_1_uncensored_aio_loras_generateqwen_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_respondspark_x25_4b_chat__lambda_spark_x25_4b_chat_respond_1spark_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_settingsDream_wan2_2_fp8da_aoti_preview_2_swap_imagesDream_wan2_2_fp8da_aoti_preview_2_generate_videoDream_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_infoFLUX_2_Klein_LoRA_Studio_V001_update_style_selectionFLUX_2_Klein_LoRA_Studio_V001_update_style_infoFLUX_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_infoFLUX_2_Klein_LoRA_Studio12_update_style_selectionFLUX_2_Klein_LoRA_Studio12_update_style_infoFLUX_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_arounddr_mv3d_load_amongdr_mv3d_load_rotationdr_mv3d_answer· on Hugging Face - awake, answering with tools jkorstad/forge-visuals · Documents and knowledge
4 tools at the last check:forge_visuals_generate_conceptforge_visuals_refine_editforge_visuals_describe_assetforge_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_invoiceyooi_vendorguard_ai_analyze_and_prepare_negotiationyooi_vendorguard_ai_handle_generate_emailyooi_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_codeglm47_mcp_review_codeglm47_mcp_explain_codeglm47_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_codekimi_k2_mcp_review_codekimi_k2_mcp_explain_codekimi_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_noopNemotron_Parse_3_5_noop_1Nemotron_Parse_3_5_run_ocrNemotron_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_txt2imgidol_imagine_fast_preprocess_imageidol_imagine_fast_preprocess_image_1idol_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_settingsDream_wan2_2_fp8da_aoti_preview_2_swap_imagesDream_wan2_2_fp8da_aoti_preview_2_generate_videoDream_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_settingsDream_wan2_2_fp8da_aoti_preview_2_swap_imagesDream_wan2_2_fp8da_aoti_preview_2_generate_videoDream_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_noopOCR_DEMO_noop_1OCR_DEMO_run_routerOCR_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_tiramisutiramisu_check_in_encode_payload_uitiramisu_check_in_decode_payload_uitiramisu_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_t2iqwen_image_21_studio_generate_editqwen_image_21_studio_randomize_promptqwen_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_uiqwen_image_2_1_uncensored_aio_loras_update_lora_selectionqwen_image_2_1_uncensored_aio_loras_generateqwen_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_supabasekurita_api_demo_init_var_choices_from_supabase_1kurita_api_demo_run_anomaly_detection_by_timestamp_gptkurita_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_devicesEUDAMED_get_deviceEUDAMED_get_basic_udi_diEUDAMED_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_landhf_vzd_mcp_test_lookup_premiseshf_vzd_mcp_test_land_base_valuehf_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_categoriestrivia_bank_get_questionstrivia_bank_add_questiontrivia_bank_save_score· on Hugging Face
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:
[](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.