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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.

9,403Spaces on the map
4,162awake
2,711asleep
2,530unavailable

States from the Hugging Face API, read 2026-11-14 02:05 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

4,162 match.

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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 uebckcis/stock-data-mcp · Data, search and analytics
    19 tools at the last check: stock_data_mcp_search_symbol stock_data_mcp_get_quote stock_data_mcp_get_company_profile stock_data_mcp_get_valuation stock_data_mcp_get_price_history stock_data_mcp_compare_market_caps and more · on Hugging Face
  • awake, answering with tools umanag/my-mcp-space-964178 · Online store and commerce
    19 tools at the last check: my_mcp_space_964178_put__pet my_mcp_space_964178_post__pet my_mcp_space_964178_get__pet_findByStatus my_mcp_space_964178_get__pet_findByTags my_mcp_space_964178_get__pet_petId my_mcp_space_964178_post__pet_petId and more · on Hugging Face
  • awake, answering with tools Vigneshwaran-D/my-mcp-space-462354 · Online store and commerce
    19 tools at the last check: my_mcp_space_462354_put__pet my_mcp_space_462354_post__pet my_mcp_space_462354_get__pet_findByStatus my_mcp_space_462354_get__pet_findByTags my_mcp_space_462354_get__pet_petId my_mcp_space_462354_post__pet_petId and more · on Hugging Face
  • awake, answering with tools OraRL/video-ora-9b-demo · Documents and knowledge
    18 tools at the last check: video_ora_9b_demo__video_profile_ui video_ora_9b_demo__video_profile_ui_1 video_ora_9b_demo_partial video_ora_9b_demo_partial_1 video_ora_9b_demo_partial_2 video_ora_9b_demo_run_video_grounding and more · on Hugging Face
  • awake, answering with tools richardchencccc/of3gs-demo · Documents and knowledge
    18 tools at the last check: of3gs_demo_load of3gs_demo_load_1 of3gs_demo_load_2 of3gs_demo_load_3 of3gs_demo_load_4 of3gs_demo__preview_images and more · on Hugging Face
  • awake, answering with tools Xhaheen/Derive_2026_dxb · Documents and knowledge
    18 tools at the last check: Derive_2026_dxb_update_api_key_and_client Derive_2026_dxb_update_prompts_and_save Derive_2026_dxb_load_prompt Derive_2026_dxb_load_prompt_1 Derive_2026_dxb_load_prompt_2 Derive_2026_dxb_load_prompt_3 and more · on Hugging Face
  • awake, answering with tools Avishkar34/librechat-code-interpreter · Developer tools and code
    18 tools at the last check: librechat_code_interpreter_run_python librechat_code_interpreter_run_javascript librechat_code_interpreter_run_typescript librechat_code_interpreter_run_bash librechat_code_interpreter_run_r librechat_code_interpreter_list_files and more · on Hugging Face
  • awake, answering with tools townbox/character-animation-for-agents · Documents and knowledge
    16 tools at the last check: animate_mesh rig prepare_asset animate inbetween edit_joints and more · on Hugging Face
  • awake, answering with tools Anouar97/log-alchemist-mcp · Developer tools and code
    16 tools at the last check: log_alchemist_mcp_load_file_to_text log_alchemist_mcp_ocr_image_to_text log_alchemist_mcp_extract_incident log_alchemist_mcp_assess_incident_scope log_alchemist_mcp_make_incident_card log_alchemist_mcp_build_incident_bundle_for_ui and more · on Hugging Face
  • awake, answering with tools jrhode666/stay-true-tatbot · Documents and knowledge
    16 tools at the last check: stay_true_tatbot__send stay_true_tatbot__send_1 stay_true_tatbot__lambda_ stay_true_tatbot__lambda__1 stay_true_tatbot__lambda__2 stay_true_tatbot__lambda__3 and more · on Hugging Face
  • awake, answering with tools NLarchive/Qagents-workflows · Documents and knowledge
    16 tools at the last check: Qagents_workflows_respond Qagents_workflows_respond_1 Qagents_workflows__lambda_ Qagents_workflows_show_help Qagents_workflows_show_status Qagents_workflows__lambda__1 and more · on Hugging Face
  • awake, answering with tools alihmaoubis/MCEPTION · Developer tools and code
    15 tools at the last check: MCEPTION_save_config_ui MCEPTION_update_models MCEPTION_step_2_logic_definition MCEPTION_update_deployment_summary MCEPTION_step_1_initialisation_and_proposal MCEPTION__lambda_ and more · on Hugging Face
  • awake Bambangd3/Qwen-Image-Edit-2509-Custom · Documents and knowledge
    15 tools when last seen awake, 2026-11-10: Qwen_Image_Edit_2509_Custom_clear_lora_stack Qwen_Image_Edit_2509_Custom__lambda_ Qwen_Image_Edit_2509_Custom__lambda__1 Qwen_Image_Edit_2509_Custom__lambda__2 Qwen_Image_Edit_2509_Custom__lambda__3 Qwen_Image_Edit_2509_Custom__lambda__4 and more · on Hugging Face
  • awake, answering with tools it-at-m/reachy-mini-munich-services-tool · Documents and knowledge
    15 tools at the last check: reachy_mini_munich_services_tool_search_munich_services reachy_mini_munich_services_tool_search_ris_services reachy_mini_munich_services_tool_get_munich_overview reachy_mini_munich_services_tool_get_munich_weather reachy_mini_munich_services_tool_get_munich_air_quality reachy_mini_munich_services_tool_get_munich_departures and more · on Hugging Face
  • awake, answering with tools KIKOUK/ketabonline-mcp · Data, search and analytics
    15 tools at the last check: ketabonline_mcp_ketab_guide ketabonline_mcp_ketab_health ketabonline_mcp_ketab_stats ketabonline_mcp_ketab_list_categories ketabonline_mcp_ketab_get_book ketabonline_mcp_ketab_get_page and more · on Hugging Face
  • awake, answering with tools teslajoy/schema-crush · Data, search and analytics
    15 tools at the last check: schema_crush_lookup_mapping schema_crush_find_similar schema_crush_rule_match schema_crush_biobert_match schema_crush_magneto_match schema_crush_explore_fhir_resource and more · on Hugging Face
  • awake, answering with tools wajirab/Qwen-Image-Edit-2509-Custom · Documents and knowledge
    15 tools at the last check: Qwen_Image_Edit_2509_Custom_clear_lora_stack Qwen_Image_Edit_2509_Custom__lambda_ Qwen_Image_Edit_2509_Custom__lambda__1 Qwen_Image_Edit_2509_Custom__lambda__2 Qwen_Image_Edit_2509_Custom__lambda__3 Qwen_Image_Edit_2509_Custom__lambda__4 and more · on Hugging Face
  • awake, answering with tools pymaster/VocalRender-demo · Documents and knowledge
    14 tools at the last check: VocalRender_demo_change_language VocalRender_demo_check_lyric_alignment VocalRender_demo_check_lyric_alignment_1 VocalRender_demo_load_random_preset VocalRender_demo_switch_checkpoint VocalRender_demo_toggle_upload and more · on Hugging Face
  • awake, answering with tools DarkDriftz/Kali-Linux-Bleeding-Edge-MCP-Server · Data, search and analytics
    14 tools at the last check: Kali_Linux_Bleeding_Edge_MCP_Server_gr_get_arsenal_info Kali_Linux_Bleeding_Edge_MCP_Server_gr_get_category Kali_Linux_Bleeding_Edge_MCP_Server_gr_run_scan Kali_Linux_Bleeding_Edge_MCP_Server_gr_sandbox_status Kali_Linux_Bleeding_Edge_MCP_Server_gr_sandbox_create Kali_Linux_Bleeding_Edge_MCP_Server_gr_sandbox_execute and more · on Hugging Face
  • awake, answering with tools ford442/ltx-0.9.8-distilled · Documents and knowledge
    14 tools at the last check: ltx_0_9_8_distilled_handle_image_upload_for_dims ltx_0_9_8_distilled_handle_video_upload_for_dims ltx_0_9_8_distilled_update_task_image ltx_0_9_8_distilled_update_task_text ltx_0_9_8_distilled_update_task_video ltx_0_9_8_distilled__lambda_ and more · on Hugging Face
  • awake, answering with tools Nymbo/Tools · Documents and knowledge
    13 tools at the last check: Tools_Agent_Terminal Tools_Agent_Skills Tools_Web_Fetch Tools_Web_Search Tools_Code_Interpreter Tools_Shell_Command and more · on Hugging Face
  • awake, answering with tools dylanebert/research-tracker-mcp · Documents and knowledge
    13 tools at the last check: research_tracker_mcp_process_research_relationships research_tracker_mcp_process_research_relationships_1 research_tracker_mcp_infer_authors research_tracker_mcp_infer_paper_url research_tracker_mcp_infer_code_repository research_tracker_mcp_infer_research_name and more · on Hugging Face
  • awake, answering with tools databounty-io/DataBounty · Legal and compliance
    13 tools at the last check: DataBounty_get_platform_stats DataBounty_search_open_pools DataBounty_get_pool_details DataBounty_list_published_datasets DataBounty_get_karma_leaderboard DataBounty_get_contributor_profile and more · on Hugging Face
  • awake, answering with tools specimba/Qwen3.8-27B-AEON-Ultimate-Demo · Documents and knowledge
    13 tools at the last check: Qwen3_8_27B_AEON_Ultimate_Demo__lambda_ Qwen3_8_27B_AEON_Ultimate_Demo_user_submit Qwen3_8_27B_AEON_Ultimate_Demo_bot_stream Qwen3_8_27B_AEON_Ultimate_Demo_user_submit_1 Qwen3_8_27B_AEON_Ultimate_Demo_bot_stream_1 Qwen3_8_27B_AEON_Ultimate_Demo__lambda__1 and more · on Hugging Face
  • awake, answering with tools anne-voigt/pdac-spatial-agent · Payments and finance
    13 tools at the last check: pdac_spatial_agent_spatial_qc_summary pdac_spatial_agent_spatial_scatter pdac_spatial_agent_svg_morans_i pdac_spatial_agent_neighborhood_enrichment pdac_spatial_agent_spot_deconvolution pdac_spatial_agent_spatial_domains and more · on Hugging Face
  • awake, answering with tools anne-voigt/pdac-subtype-agent-prod · Data, search and analytics
    13 tools at the last check: pdac_subtype_agent_prod__run_purist pdac_subtype_agent_prod__run_gene_sets pdac_subtype_agent_prod__run_findings pdac_subtype_agent_prod__run_byod_purist pdac_subtype_agent_prod__run_byod_gene_sets pdac_subtype_agent_prod__infer_data_state and more · on Hugging Face
  • awake, answering with tools IgorKor/Tools · Documents and knowledge
    13 tools at the last check: Tools_Agent_Terminal Tools_Agent_Skills Tools_Web_Fetch Tools_Web_Search Tools_Code_Interpreter Tools_Shell_Command and more · on Hugging Face
  • awake, answering with tools obaes/TheWineStain · Documents and knowledge
    13 tools at the last check: TheWineStain_add_to_cellar TheWineStain_remove_from_cellar TheWineStain_cellar_inventory TheWineStain_cellar_reset TheWineStain_info_bottle TheWineStain_find_data_bottle and more · on Hugging Face
  • awake, answering with tools Paonai/mrsimulator · Online store and commerce
    13 tools at the last check: mrsimulator__toggle_single_site_quad_fields mrsimulator_simulate_powder_pattern mrsimulator__toggle_multi_site_spectype mrsimulator_simulate_multi_site_spectrum mrsimulator_simulate_coupled_two_site_spectrum mrsimulator_simulate_coupled_multi_site_spectrum and more · on Hugging Face
  • awake, answering with tools relayshieldadmin/relayshield-agentic-attack-surface-aws · Marketing, email and messaging
    13 tools at the last check: relayshield_agentic_attack_surface_aws_check_mcp_server_risk relayshield_agentic_attack_surface_aws_check_prompt_injection_breach relayshield_agentic_attack_surface_aws_check_tech_stack_cve relayshield_agentic_attack_surface_aws_check_bulk_identity_risk relayshield_agentic_attack_surface_aws_check_oauth_watchlist relayshield_agentic_attack_surface_aws_check_supply_chain and more · on Hugging Face
  • awake, answering with tools relayshieldadmin/relayshield-agentic-attack-surface · Marketing, email and messaging
    13 tools at the last check: relayshield_agentic_attack_surface_check_mcp_server_risk relayshield_agentic_attack_surface_check_prompt_injection_breach relayshield_agentic_attack_surface_check_tech_stack_cve relayshield_agentic_attack_surface_check_bulk_identity_risk relayshield_agentic_attack_surface_check_oauth_watchlist relayshield_agentic_attack_surface_check_supply_chain and more · on Hugging Face
  • awake, answering with tools solidlemming/memory · Documents and knowledge
    13 tools at the last check: memory_Agent_Terminal memory_Agent_Skills memory_Web_Fetch memory_Web_Search memory_Code_Interpreter memory_Shell_Command and more · on Hugging Face
  • awake, answering with tools Edge0/audio8-tts-preview-0-1b · Documents and knowledge
    12 tools at the last check: audio8_tts_preview_0_1b__lambda_ audio8_tts_preview_0_1b__lambda__1 audio8_tts_preview_0_1b_on_voice_change audio8_tts_preview_0_1b__lambda__2 audio8_tts_preview_0_1b__lambda__3 audio8_tts_preview_0_1b__lambda__4 and more · on Hugging Face
  • awake, answering with tools MCP-1st-Birthday/Auto-Deployer · Data, search and analytics
    12 tools at the last check: Auto_Deployer__lambda_ Auto_Deployer_analyze_data_tool Auto_Deployer__lambda__1 Auto_Deployer__lambda__2 Auto_Deployer_train_model_tool Auto_Deployer__lambda__3 and more · on Hugging Face
  • awake, answering with tools Fasces/Voltumnae-Wan2.2-I2V · Documents and knowledge
    12 tools at the last check: Voltumnae_Wan2_2_I2V__set_bodyhair_config Voltumnae_Wan2_2_I2V__set_bodyhair_config_1 Voltumnae_Wan2_2_I2V__set_bodyhair_config_2 Voltumnae_Wan2_2_I2V__set_bodyhair_config_3 Voltumnae_Wan2_2_I2V__set_bodyhair_config_4 Voltumnae_Wan2_2_I2V__set_bodyhair_config_5 and more · on Hugging Face
  • awake, answering with tools cpuai/blender-render-studio · Documents and knowledge
    12 tools at the last check: blender_render_studio_prepare_job blender_render_studio_inspect_job blender_render_studio_render_chunk blender_render_studio_job_status blender_render_studio_cancel_job blender_render_studio_resume_job and more · on Hugging Face
  • awake, answering with tools jt65/Qwen-Image-Edit-2511-LoRA-nsfw · Documents and knowledge
    11 tools at the last check: Qwen_Image_Edit_2511_LoRA_nsfw__lambda_ Qwen_Image_Edit_2511_LoRA_nsfw__lambda__1 Qwen_Image_Edit_2511_LoRA_nsfw__lambda__2 Qwen_Image_Edit_2511_LoRA_nsfw__lambda__3 Qwen_Image_Edit_2511_LoRA_nsfw__lambda__4 Qwen_Image_Edit_2511_LoRA_nsfw__lambda__5 and more · on Hugging Face
  • awake, answering with tools ysharma/Workflow1111 · Documents and knowledge
    11 tools at the last check: Workflow1111__check_login_status Workflow1111__load_initial Workflow1111_endpoint Workflow1111_endpoint_1 Workflow1111_endpoint_2 Workflow1111_endpoint_3 and more · on Hugging Face
  • awake, answering with tools hugging-apps/hy-nomas · Marketing, email and messaging
    11 tools at the last check: hy_nomas__lambda_ hy_nomas__lambda__1 hy_nomas__lambda__2 hy_nomas__lambda__3 hy_nomas__lambda__4 hy_nomas__lambda__5 and more · on Hugging Face
  • awake, answering with tools hugging-apps/perception-dlm · Documents and knowledge
    11 tools at the last check: perception_dlm_load_preset perception_dlm__toggle_mode perception_dlm__sync_sam3_image perception_dlm__on_sam3_click perception_dlm__clear_points perception_dlm__generate_mask and more · on Hugging Face
  • awake, answering with tools Rheyndraziel/Qwen-Image-Edit-2511-LoRA · Documents and knowledge
    11 tools at the last check: Qwen_Image_Edit_2511_LoRA__lambda_ Qwen_Image_Edit_2511_LoRA__lambda__1 Qwen_Image_Edit_2511_LoRA__lambda__2 Qwen_Image_Edit_2511_LoRA__lambda__3 Qwen_Image_Edit_2511_LoRA__lambda__4 Qwen_Image_Edit_2511_LoRA__lambda__5 and more · on Hugging Face
  • awake, answering with tools xyzanonimous1/qwen-image-2.1-uncensored-aio-loras · Documents and knowledge
    11 tools at the last check: qwen_image_2_1_uncensored_aio_loras_apply_preset_cmd qwen_image_2_1_uncensored_aio_loras_save_custom_preset qwen_image_2_1_uncensored_aio_loras_delete_custom_preset qwen_image_2_1_uncensored_aio_loras_reset_presets qwen_image_2_1_uncensored_aio_loras_export_presets qwen_image_2_1_uncensored_aio_loras_import_presets and more · on Hugging Face
  • awake, answering with tools artemsobaken/Qwen-Image-Edit-2511-LoRA · Documents and knowledge
    11 tools at the last check: Qwen_Image_Edit_2511_LoRA__lambda_ Qwen_Image_Edit_2511_LoRA__lambda__1 Qwen_Image_Edit_2511_LoRA__lambda__2 Qwen_Image_Edit_2511_LoRA__lambda__3 Qwen_Image_Edit_2511_LoRA__lambda__4 Qwen_Image_Edit_2511_LoRA__lambda__5 and more · on Hugging Face
  • awake, answering with tools cryptotrackertool/MCP-cryptotrackertool · CRM and sales
    11 tools at the last check: MCP_cryptotrackertool_get_symbol_overview MCP_cryptotrackertool_get_price_history_12h MCP_cryptotrackertool_get_volume_history_12h MCP_cryptotrackertool_get_slope_progression MCP_cryptotrackertool_get_angle_progression MCP_cryptotrackertool_get_top_by_volume and more · on Hugging Face
  • awake, answering with tools Deadmon/FireRed-Image-Edit-1.1-Fast · Documents and knowledge
    11 tools at the last check: FireRed_Image_Edit_1_1_Fast__lambda_ FireRed_Image_Edit_1_1_Fast__lambda__1 FireRed_Image_Edit_1_1_Fast__lambda__2 FireRed_Image_Edit_1_1_Fast__lambda__3 FireRed_Image_Edit_1_1_Fast__lambda__4 FireRed_Image_Edit_1_1_Fast__lambda__5 and more · on Hugging Face
  • awake, answering with tools mmrech/NeuroSAM3 · Documents and knowledge
    11 tools at the last check: NeuroSAM3_agent_chat NeuroSAM3_clinical_pipeline NeuroSAM3_segment_text NeuroSAM3_segment_interactive NeuroSAM3_series_segment NeuroSAM3_research_pipeline and more · on Hugging Face
  • awake, answering with tools Onise/Qwen-Image-Edit-2509-LoRAs-Fast2 · Documents and knowledge
    10 tools at the last check: Qwen_Image_Edit_2509_LoRAs_Fast2_clear_lora_stack Qwen_Image_Edit_2509_LoRAs_Fast2_infer Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers_1 Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers_2 Qwen_Image_Edit_2509_LoRAs_Fast2_append_triggers_3 and more · on Hugging Face
  • awake, answering with tools tyb343/directors-cut · Documents and knowledge
    10 tools at the last check: directors_cut_step1_analyze_video directors_cut_step2_scout_hotspots directors_cut_step3_verify_hotspots directors_cut_step4_create_plan directors_cut_step5_render_video directors_cut_reset_workflow and more · on Hugging Face
  • awake, answering with tools brockwebb/fss-policy-kg · Legal and compliance
    10 tools at the last check: fss_policy_kg_get_corpus_overview fss_policy_kg_search_text fss_policy_kg_search_concepts fss_policy_kg_get_obligations fss_policy_kg_get_conflicts fss_policy_kg_get_concept_mentions and more · on Hugging Face
  • awake, answering with tools Zmu/video-intelligence · Documents and knowledge
    10 tools at the last check: video_intelligence_on_task_change video_intelligence__lambda_ video_intelligence_on_model_input video_intelligence_on_task_change_1 video_intelligence__lambda__1 video_intelligence_on_model_input_1 and more · 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