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.
7Maps never sells placement. Rankings come only from live checks and real use.
Spaces
4,177 match.
Any category Bookings and appointments Online store and commerce CRM and sales Data, search and analytics Developer tools and code Documents and knowledge Health Legal and compliance Marketing, email and messaging Other Payments and finance Real estate Travel and hospitality
- awake, answering with tools SharpMeow/ink-lens · Documents and knowledge
7 tools at the last check:ink_lens_lens_regionink_lens_lens_sampleink_lens_list_samplesink_lens_estimateink_lens_compare_sampleink_lens_compare_regionand more · on Hugging Face - awake, answering with tools SharpMeow/lasagna-fields · Online store and commerce
7 tools at the last check:lasagna_fields_list_scanslasagna_fields_list_modelslasagna_fields_example_pointslasagna_fields_plan_fieldlasagna_fields_make_fieldlasagna_fields_list_fieldsand more · on Hugging Face - awake, answering with tools SharpMeow/scroll-lens · Developer tools and code
7 tools at the last check:scroll_lens_lookscroll_lens_list_scansscroll_lens_list_galleryscroll_lens_random_pointscroll_lens_inspect_cubescroll_lens_search_cubeand more · on Hugging Face - awake Simzy/Wan_2.2_I2V_14B_Custom_Lora_Wow · Documents and knowledge
7 tools when last seen awake, 2026-11-10:Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_filesWan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_1Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_2Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_3Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_4Wan_2_2_I2V_14B_Custom_Lora_Wow_generate_videoand more · on Hugging Face - awake, answering with tools sukriramli/seed-system-dynamics · Online store and commerce
7 tools at the last check:seed_system_dynamics_simulateseed_system_dynamics_sweepseed_system_dynamics_compareseed_system_dynamics_optimizeseed_system_dynamics_stabilityseed_system_dynamics_diagnoseand more · on Hugging Face - awake, answering with tools Translsis/SAM3-Demo · Documents and knowledge
7 tools at the last check:SAM3_Demo_submit_image_jobSAM3_Demo_check_image_statusSAM3_Demo_submit_video_jobSAM3_Demo_check_video_statusSAM3_Demo_image_click_handlerSAM3_Demo__lambda_and more · on Hugging Face - awake, answering with tools try4werwr/Wan_2.2_I2V_14B_Custom_Lora_Wow · Documents and knowledge
7 tools at the last check:Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_filesWan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_1Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_2Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_3Wan_2_2_I2V_14B_Custom_Lora_Wow__load_repo_files_4Wan_2_2_I2V_14B_Custom_Lora_Wow_generate_videoand more · on Hugging Face - awake, answering with tools viraja1/github_chatgpt_mcp_app · Developer tools and code
7 tools at the last check:github_chatgpt_mcp_app_get_repo_infogithub_chatgpt_mcp_app_list_issuesgithub_chatgpt_mcp_app_list_pull_requestsgithub_chatgpt_mcp_app_get_readmegithub_chatgpt_mcp_app_list_contributorsgithub_chatgpt_mcp_app_list_filesand more · on Hugging Face - awake, answering with tools ysharma/neurips26-repro-submit · Bookings and appointments
7 tools at the last check:neurips26_repro_submit_list_claimsneurips26_repro_submit_create_spaceneurips26_repro_submit_validate_spaceneurips26_repro_submit_submitneurips26_repro_submit_statusneurips26_repro_submit_withdrawand more · on Hugging Face - awake, answering with tools ytuyu/ltx-video-distilled · Documents and knowledge
7 tools at the last check:ltx_video_distilled_handle_image_upload_for_dimsltx_video_distilled_handle_video_upload_for_dimsltx_video_distilled_update_task_imageltx_video_distilled_update_task_textltx_video_distilled_generateltx_video_distilled_generate_1and more · on Hugging Face - awake, answering with tools aet256/Qwen-Image-Edit-Rapid-AIO-Loras-Experimental · Documents and knowledge
6 tools at the last check:Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_on_lora_change_uiQwen_Image_Edit_Rapid_AIO_Loras_Experimental_inferQwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image1Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image2Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_extraQwen_Image_Edit_Rapid_AIO_Loras_Experimental_add_derived_ref· on Hugging Face - awake, answering with tools Hunter26666666/SSI_Space · Legal and compliance
6 tools at the last check:SSI_Space_list_ssi_casesSSI_Space_get_ssi_caseSSI_Space_explain_ssi_caseSSI_Space_get_ssi_attributionSSI_Space_compare_ssi_settingsSSI_Space_explain_atlas_case· on Hugging Face - awake, answering with tools prithivMLmods/TRELLIS.2-Text-to-3D · Documents and knowledge
6 tools at the last check:TRELLIS_2_Text_to_3D_start_sessionTRELLIS_2_Text_to_3D_generate_txt2imgTRELLIS_2_Text_to_3D_preprocess_imageTRELLIS_2_Text_to_3D_preprocess_image_1TRELLIS_2_Text_to_3D_get_seedTRELLIS_2_Text_to_3D_generate_3d· on Hugging Face - awake, answering with tools baohuynhbk14/Qwen3-VL-Demo · Documents and knowledge
6 tools at the last check:Qwen3_VL_Demo_generate_imageQwen3_VL_Demo_generate_videoQwen3_VL_Demo_generate_pdfQwen3_VL_Demo_load_and_preview_pdfQwen3_VL_Demo__lambda_Qwen3_VL_Demo__lambda__1· on Hugging Face - awake, answering with tools prithivMLmods/Qwen-Image-LoRA-DLC · Other
6 tools at the last check:Qwen_Image_LoRA_DLC_handle_lora_selectionQwen_Image_LoRA_DLC_adjust_generation_modeQwen_Image_LoRA_DLC_incorporate_custom_adapterQwen_Image_LoRA_DLC_discard_custom_adapterQwen_Image_LoRA_DLC_process_adapter_generationQwen_Image_LoRA_DLC_get_random_value· on Hugging Face - awake, answering with tools MCP-1st-Birthday/voicekit · Data, search and analytics
6 tools at the last check:voicekit_extract_embeddingvoicekit_match_voicevoicekit_analyze_acousticsvoicekit_transcribe_audiovoicekit_isolate_voicevoicekit_grade_voice· on Hugging Face - awake, answering with tools prithivMLmods/Qwen-Image-2512-LoRA-DLC · Other
6 tools at the last check:Qwen_Image_2512_LoRA_DLC_handle_lora_selectionQwen_Image_2512_LoRA_DLC_adjust_generation_modeQwen_Image_2512_LoRA_DLC_incorporate_custom_adapterQwen_Image_2512_LoRA_DLC_discard_custom_adapterQwen_Image_2512_LoRA_DLC_process_adapter_generationQwen_Image_2512_LoRA_DLC_get_random_value· on Hugging Face - awake, answering with tools hugging-apps/h3-world-action-demo · Documents and knowledge
6 tools at the last check:h3_world_action_demo__fit_keyframe_uih3_world_action_demo_previewh3_world_action_demo_preview_1h3_world_action_demo_preview_2h3_world_action_demo__lambda_h3_world_action_demo_generate· on Hugging Face - awake, answering with tools prithivMLmods/Multimodal-VLM-v1.0 · Documents and knowledge
6 tools at the last check:Multimodal_VLM_v1_0_noopMultimodal_VLM_v1_0_noop_1Multimodal_VLM_v1_0_run_docMultimodal_VLM_v1_0_run_md3Multimodal_VLM_v1_0_load_doc_example_dataMultimodal_VLM_v1_0_load_md3_example_data· on Hugging Face - awake, answering with tools prithivMLmods/SAM3-Gemma4-CUDA · Documents and knowledge
6 tools at the last check:SAM3_Gemma4_CUDA_run_sam3_qwen_detectionSAM3_Gemma4_CUDA_explain_detectionSAM3_Gemma4_CUDA_run_video_segmentation_maskSAM3_Gemma4_CUDA_run_video_segmentationSAM3_Gemma4_CUDA_image_click_handlerSAM3_Gemma4_CUDA__lambda_· on Hugging Face - awake, answering with tools prithivMLmods/SAM3-Plus-Qwen3.5 · Documents and knowledge
6 tools at the last check:SAM3_Plus_Qwen3_5_run_sam3_qwen_detectionSAM3_Plus_Qwen3_5_explain_detectionSAM3_Plus_Qwen3_5_run_video_segmentation_maskSAM3_Plus_Qwen3_5_run_video_segmentationSAM3_Plus_Qwen3_5_image_click_handlerSAM3_Plus_Qwen3_5__lambda_· on Hugging Face - awake, answering with tools PGausL/Qwen-Image-Edit-Rapid-AIO-Loras-Experimental · Documents and knowledge
6 tools at the last check:Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_on_lora_change_uiQwen_Image_Edit_Rapid_AIO_Loras_Experimental_inferQwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image1Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image2Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_extraQwen_Image_Edit_Rapid_AIO_Loras_Experimental_add_derived_ref· on Hugging Face - awake, answering with tools AlekseyCalvin/fast-Kontext-Flux-LoRAs-bySilverAgePoets · Documents and knowledge
6 tools at the last check:fast_Kontext_Flux_LoRAs_bySilverAgePoets_load_custom_lorafast_Kontext_Flux_LoRAs_bySilverAgePoets_remove_custom_lorafast_Kontext_Flux_LoRAs_bySilverAgePoets_update_selectionfast_Kontext_Flux_LoRAs_bySilverAgePoets_infer_with_lora_wrapperfast_Kontext_Flux_LoRAs_bySilverAgePoets__lambda_fast_Kontext_Flux_LoRAs_bySilverAgePoets_classify_gallery· on Hugging Face - awake, answering with tools baohuynhbk14/DeepSeek-OCR-2-DEMO · Documents and knowledge
6 tools at the last check:DeepSeek_OCR_2_DEMO_load_image_from_fileDeepSeek_OCR_2_DEMO_update_page_selectorDeepSeek_OCR_2_DEMO_load_image_from_file_1DeepSeek_OCR_2_DEMO_toggle_prompt_visibilityDeepSeek_OCR_2_DEMO_switch_to_boxes_tabDeepSeek_OCR_2_DEMO_process_file· on Hugging Face - awake, answering with tools Lightricks/ltx2-relight-lora-demo · Documents and knowledge
6 tools at the last check:ltx2_relight_lora_demo_update_previewltx2_relight_lora_demo_update_preview_1ltx2_relight_lora_demo_update_preview_2ltx2_relight_lora_demo_update_preview_3ltx2_relight_lora_demo_update_preview_4ltx2_relight_lora_demo_generate· on Hugging Face - awake, answering with tools Upsampler/joy-caption · Developer tools and code
6 tools at the last check:joy_caption_toggle_name_boxjoy_caption_build_promptjoy_caption_build_prompt_1joy_caption_build_prompt_2joy_caption_build_prompt_3joy_caption_chat_joycaption· on Hugging Face - awake, answering with tools hugging-apps/tabpfn-3-5-demo · Data, search and analytics
6 tools at the last check:tabpfn_3_5_demo_on_dataset_changetabpfn_3_5_demo_on_dataset_change_1tabpfn_3_5_demo_peek_rowstabpfn_3_5_demo_peek_rows_1tabpfn_3_5_demo_peek_rows_2tabpfn_3_5_demo_run_tabpfn· on Hugging Face - awake, answering with tools townbox/skintokens-for-agents · Documents and knowledge
6 tools at the last check:riglist_examplesget_resultview_rigservice_infoguide· on Hugging Face - awake, answering with tools KwabsHug/VisualLearningIdea · Developer tools and code
6 tools at the last check:VisualLearningIdea_check_wordsVisualLearningIdea_translate_to_sceneVisualLearningIdea_refine_sceneVisualLearningIdea_extend_sceneVisualLearningIdea_simplify_itemVisualLearningIdea_papercraft_rings· on Hugging Face - awake, answering with tools LPDoctor/firered-tts3 · Documents and knowledge
6 tools at the last check:firered_tts3__attr_changedfirered_tts3_transcribe_referencefirered_tts3_voice_clonefirered_tts3_voice_designfirered_tts3_semantic_editfirered_tts3_acoustic_edit· on Hugging Face - awake, answering with tools observantdistressed/wan2-2-i2v-v3-audio · Documents and knowledge
6 tools at the last check:wan2_2_i2v_v3_audio_generate_videowan2_2_i2v_v3_audio__update_auto_lora_previewwan2_2_i2v_v3_audio__update_auto_lora_preview_1wan2_2_i2v_v3_audio_extract_framewan2_2_i2v_v3_audio_add_custom_lora_fnwan2_2_i2v_v3_audio_remove_custom_lora_fn· on Hugging Face - awake, answering with tools patriotyk/firered-tts3 · Documents and knowledge
6 tools at the last check:firered_tts3_transcribefirered_tts3__attr_changedfirered_tts3_voice_clonefirered_tts3_voice_designfirered_tts3_semantic_editfirered_tts3_acoustic_edit· on Hugging Face - awake, answering with tools WoothAmwar/mcp-sentiment · Travel and hospitality
6 tools at the last check:mcp_sentiment_get_flight_offers_and_pathsmcp_sentiment_get_many_flight_offers_and_pathsmcp_sentiment_sort_flight_offersmcp_sentiment_remove_non_directmcp_sentiment_convert_eur_to_usdmcp_sentiment_get_eur_to_usd_rate· on Hugging Face - awake, answering with tools Mwsjr419/Qwen-Image-Edit-Rapid-AIO-Loras-Plus · Documents and knowledge
6 tools at the last check:Qwen_Image_Edit_Rapid_AIO_Loras_Plus_on_lora_change_uiQwen_Image_Edit_Rapid_AIO_Loras_Plus_inferQwen_Image_Edit_Rapid_AIO_Loras_Plus_set_output_as_image1Qwen_Image_Edit_Rapid_AIO_Loras_Plus_set_output_as_image2Qwen_Image_Edit_Rapid_AIO_Loras_Plus_set_output_as_extraQwen_Image_Edit_Rapid_AIO_Loras_Plus_add_derived_ref· on Hugging Face - awake, answering with tools Sologid/n-atlas-cassava-umuahia · Documents and knowledge
6 tools at the last check:n_atlas_cassava_umuahia_respondn_atlas_cassava_umuahia_respond_localizedn_atlas_cassava_umuahia_transcriben_atlas_cassava_umuahia_yarn_voice_catalogn_atlas_cassava_umuahia_speak_with_yarngptn_atlas_cassava_umuahia_speak_with_yarngpt_localized· on Hugging Face - awake, answering with tools stable-ai/limix-2-tabular-demo · Documents and knowledge
6 tools at the last check:limix_2_tabular_demo__peeklimix_2_tabular_demo_run_classificationlimix_2_tabular_demo__peek_1limix_2_tabular_demo_run_regressionlimix_2_tabular_demo__peek_2limix_2_tabular_demo_run_imputation· on Hugging Face - awake, answering with tools Succuba/joycaption-beta-one-gguf · Developer tools and code
6 tools at the last check:joycaption_beta_one_gguf_toggle_name_boxjoycaption_beta_one_gguf_build_promptjoycaption_beta_one_gguf_build_prompt_1joycaption_beta_one_gguf_build_prompt_2joycaption_beta_one_gguf_build_prompt_3joycaption_beta_one_gguf_stream_caption· on Hugging Face - awake, answering with tools 10ml-team/perfume-finder · Documents and knowledge
6 tools at the last check:perfume_finder_search_perfumesperfume_finder_perfume_profileperfume_finder_similar_perfumesperfume_finder_perfume_alternativesperfume_finder_explain_noteperfume_finder_compare_perfumes· on Hugging Face - awake, answering with tools abuzarhussain/qwen-image-2-1-demo · Documents and knowledge
6 tools at the last check:qwen_image_2_1_demo_generateqwen_image_2_1_demo_editqwen_image_2_1_demo__lambda_qwen_image_2_1_demo_generate_transparentqwen_image_2_1_demo__loginqwen_image_2_1_demo__login_1· on Hugging Face - awake, answering with tools adityabanerjee/minimax-h3-demo · Other
6 tools at the last check:minimax_h3_demo_get_insightsminimax_h3_demo_generate_scriptminimax_h3_demo_find_stock_mediaminimax_h3_demo_generate_videominimax_h3_demo_generate_voiceoverminimax_h3_demo_upload_to_youtube· on Hugging Face - awake, answering with tools agentN0/orcarouter-qwen3.8-27b-uncensored-demo · Documents and knowledge
6 tools at the last check:orcarouter_qwen3_8_27b_uncensored_demo_respondorcarouter_qwen3_8_27b_uncensored_demo_inspect_uploadsorcarouter_qwen3_8_27b_uncensored_demo_analyse_uploadsorcarouter_qwen3_8_27b_uncensored_demo__lambda_orcarouter_qwen3_8_27b_uncensored_demo_run_probeorcarouter_qwen3_8_27b_uncensored_demo_api_chat· on Hugging Face - awake, answering with tools Agents-MCP-Hackathon/simple-calculator · Bookings and appointments
6 tools at the last check:simple_calculator_calculatesimple_calculator_get_dad_jokesimple_calculator_greetsimple_calculator_generate_image2simple_calculator_get_google_book_filteredsimple_calculator_get_google_books_book_by_id· on Hugging Face - awake, answering with tools alihmaou/mymcptools · Bookings and appointments
6 tools at the last check:mymcptools_blaguesmymcptools_meteomymcptools_multiplicateurmymcptools_prim_api_prochain_passagemymcptools_strawberrymymcptools_sum_numbers· on Hugging Face - awake, answering with tools AnishHF/Qwen3-VL-Demo · Documents and knowledge
6 tools at the last check:Qwen3_VL_Demo_generate_imageQwen3_VL_Demo_generate_videoQwen3_VL_Demo_generate_pdfQwen3_VL_Demo_load_and_preview_pdfQwen3_VL_Demo__lambda_Qwen3_VL_Demo__lambda__1· on Hugging Face - awake, answering with tools anne-voigt/pdac-genomics-agent · Data, search and analytics
6 tools at the last check:pdac_genomics_agent_query_variant_statuspdac_genomics_agent_variant_by_subtypepdac_genomics_agent_variant_by_clinical_attributepdac_genomics_agent_variant_by_variantpdac_genomics_agent_panelpdac_genomics_agent__check_login_status· on Hugging Face - awake, answering with tools anne-voigt/pdac-knowledge-agent-dev · Other
6 tools at the last check:pdac_knowledge_agent_dev_drugs_for_targetspdac_knowledge_agent_dev_trials_for_genespdac_knowledge_agent_dev_annotate_genespdac_knowledge_agent_dev_pathways_for_genespdac_knowledge_agent_dev_targets_for_diseasepdac_knowledge_agent_dev__check_login_status· on Hugging Face - awake, answering with tools anne-voigt/pdac-knowledge-agent · Other
6 tools at the last check:pdac_knowledge_agent_drugs_for_targetspdac_knowledge_agent_trials_for_genespdac_knowledge_agent_annotate_genespdac_knowledge_agent_pathways_for_genespdac_knowledge_agent_targets_for_diseasepdac_knowledge_agent__check_login_status· on Hugging Face - awake, answering with tools badRobot1007/Qwen-Image-Edit-Rapid-AIO-Loras-Experimental · Documents and knowledge
6 tools at the last check:Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_on_lora_change_uiQwen_Image_Edit_Rapid_AIO_Loras_Experimental_inferQwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image1Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image2Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_extraQwen_Image_Edit_Rapid_AIO_Loras_Experimental_add_derived_ref· on Hugging Face - awake, answering with tools bennie2390/Qwen-Image-Edit-Rapid-AIO-Loras-Experimental · Documents and knowledge
6 tools at the last check:Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_on_lora_change_uiQwen_Image_Edit_Rapid_AIO_Loras_Experimental_inferQwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image1Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_image2Qwen_Image_Edit_Rapid_AIO_Loras_Experimental_set_output_as_extraQwen_Image_Edit_Rapid_AIO_Loras_Experimental_add_derived_ref· on Hugging Face - awake, answering with tools bhatanerohan/SAM3d-text-to-3d · Documents and knowledge
6 tools at the last check:SAM3d_text_to_3d_generate_3d_uiSAM3d_text_to_3d_update_counterSAM3d_text_to_3d_edit_3d_uiSAM3d_text_to_3d_update_counter_1SAM3d_text_to_3d_generate_3d_modelSAM3d_text_to_3d_edit_3d_model· 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.