{"endpoint":{"id":12,"url":"https://huggingface.co/mcp","host":"huggingface.co","kind":"mcp","first_seen":"2026-09-07T00:01:34+00:00","last_seen":"2026-09-19T15:30:35+00:00","last_probed_at":"2026-09-19T16:04:04+00:00","last_outcome":"ok","last_score":90,"last_latency_ms":135,"last_http_status":200,"last_inferred":0},"probes":[{"id":1811912,"endpoint_id":12,"probed_at":"2026-09-19T16:04:04+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":135,"protocol_version":"2026-07-28","score":90,"capabilities":{"tools_count":4,"tools":["hf_whoami","hub_repo_search","hub_repo_details","hf_fs"],"tools_more":false,"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","http_version":"HTTP/1.1","vantage":"us-east-1"},"ip":"2600:9000:27d1:3400:17:b174:6d00:93a1"},{"id":1667950,"endpoint_id":12,"probed_at":"2026-09-18T15:30:38+00:00","probe_kind":"mcp","outcome":"connect-fail","http_status":null,"latency_ms":15014,"protocol_version":null,"score":null,"capabilities":{},"error":"PoolTimeout: ","meta":{"vantage":"us-east-1"},"ip":"2600:9000:27d1:3400:17:b174:6d00:93a1"},{"id":1521799,"endpoint_id":12,"probed_at":"2026-09-17T14:12:11+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":64,"protocol_version":"2026-07-28","score":90,"capabilities":{"tools_count":4,"tools":["hf_whoami","hub_repo_search","hub_repo_details","hf_fs"],"tools_more":false,"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","http_version":"HTTP/1.1","vantage":"us-east-1"},"ip":"2600:9000:27d1:4800:17:b174:6d00:93a1"},{"id":1369235,"endpoint_id":12,"probed_at":"2026-09-16T14:05:32+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":148,"protocol_version":"2026-07-28","score":90,"capabilities":{"tools_count":4,"tools":["hf_whoami","hub_repo_search","hub_repo_details","hf_fs"],"tools_more":false,"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","http_version":"HTTP/1.1","vantage":"us-east-1"},"ip":"2600:9000:27d1:2a00:17:b174:6d00:93a1"},{"id":1179251,"endpoint_id":12,"probed_at":"2026-09-15T13:08:43+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":65,"protocol_version":"2026-07-28","score":90,"capabilities":{"tools_count":4,"tools":["hf_whoami","hub_repo_search","hub_repo_details","hf_fs"],"tools_more":false,"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","http_version":"HTTP/1.1","vantage":"us-east-1"},"ip":"2600:9000:27d1:2000:17:b174:6d00:93a1"},{"id":1042359,"endpoint_id":12,"probed_at":"2026-09-14T12:08:51+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":171,"protocol_version":"2026-07-28","score":90,"capabilities":{"tools_count":4,"tools":["hf_whoami","hub_repo_search","hub_repo_details","hf_fs"],"tools_more":false,"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","http_version":"HTTP/1.1","vantage":"us-east-1"},"ip":"2600:9000:215a:1c00:17:b174:6d00:93a1"},{"id":889352,"endpoint_id":12,"probed_at":"2026-09-13T11:07:16+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":44,"protocol_version":"2026-07-28","score":90,"capabilities":{"tools_count":4,"tools":["hf_whoami","hub_repo_search","hub_repo_details","hf_fs"],"tools_more":false,"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","http_version":"HTTP/1.1","vantage":"us-east-1"},"ip":"2600:9000:27d1:1600:17:b174:6d00:93a1"},{"id":779559,"endpoint_id":12,"probed_at":"2026-09-12T10:08:37+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":83,"protocol_version":"2026-07-28","score":90,"capabilities":{"tools_count":4,"tools":["hf_whoami","hub_repo_search","hub_repo_details","hf_fs"],"tools_more":false,"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","http_version":"HTTP/1.1","vantage":"us-east-1"},"ip":"2600:9000:27d1:4200:17:b174:6d00:93a1"},{"id":670897,"endpoint_id":12,"probed_at":"2026-09-11T10:02:46+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":58,"protocol_version":"2026-07-28","score":90,"capabilities":{"tools_count":4,"tools":["hf_whoami","hub_repo_search","hub_repo_details","hf_fs"],"tools_more":false,"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","http_version":"HTTP/1.1","vantage":"us-east-1"},"ip":"2600:9000:27d1:2600:17:b174:6d00:93a1"},{"id":563277,"endpoint_id":12,"probed_at":"2026-09-10T09:06:27+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":88,"protocol_version":"2026-07-28","score":90,"capabilities":{"tools_count":4,"tools":["hf_whoami","hub_repo_search","hub_repo_details","hf_fs"],"tools_more":false,"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","http_version":"HTTP/1.1","vantage":"us-east-1"},"ip":"2600:9000:27d1:1600:17:b174:6d00:93a1"},{"id":364081,"endpoint_id":12,"probed_at":"2026-09-09T08:11:24+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":495,"protocol_version":"2026-07-28","score":90,"capabilities":{"tools_count":4,"tools":["hf_whoami","hub_repo_search","hub_repo_details","hf_fs"],"tools_more":false,"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","vantage":"us-east-1"},"ip":"2600:9000:27d1:1a00:17:b174:6d00:93a1"},{"id":259093,"endpoint_id":12,"probed_at":"2026-09-08T07:53:42+00:00","probe_kind":"mcp","outcome":"ok","http_status":200,"latency_ms":744,"protocol_version":"2026-07-28","score":60,"capabilities":{"resources_count":155,"resources":["hf-cli","hf-cloud-aws-context-discovery","hf-cloud-python-env-setup","requirements.txt","check_versions.py","setup_env.py","hf-cloud-sagemaker-deployment-planner","hf-cloud-sagemaker-iam-preflight","minimum-permissions.json","trust-policy.json","check_role.py","create_role.py","hf-cloud-sagemaker-production-defaults","deployment-template.md","_common.py","deploy.py","deploy_async.py","deploy_ic.py","invoke_endpoint.py","teardown.py","hf-cloud-serving-image-selection","model-to-image.md","mirror_image.py","hf-mem","huggingface-best","huggingface-community-evals",".env.example","USAGE_EXAMPLES.md","inspect_eval_uv.py","inspect_vllm_uv.py","lighteval_vllm_uv.py","huggingface-datasets","huggingface-gradio","examples.md","huggingface-llm-trainer","gguf_conversion.md","hardware_guide.md","hub_saving.md","local_training_macos.md","reliability_principles.md","trackio_guide.md","training_methods.md","training_patterns.md","troubleshooting.md","unsloth.md","convert_to_gguf.py","dataset_inspector.py","estimate_cost.py","hf_benchmarks.py","train_dpo_example.py"],"resources_more":false},"error":null,"meta":{"final_url":"https://huggingface.co/mcp","era":"modern","supported_versions":["2026-07-28"],"server_capabilities":{"tools":{"listChanged":false},"resources":{"listChanged":false,"subscribe":false},"extensions":{"io.modelcontextprotocol/skills":{"directoryRead":true}}},"transport":"streamable-http","vantage":"us-east-1"},"ip":"2600:9000:27d1:0:17:b174:6d00:93a1"},{"id":44888,"endpoint_id":12,"probed_at":"2026-09-07T06:46:07+00:00","probe_kind":"mcp","outcome":"timeout","http_status":null,"latency_ms":8967,"protocol_version":null,"score":null,"capabilities":{},"error":"connect timeout","meta":{"vantage":"us-east-1"},"ip":"2600:9000:27d1:1800:17:b174:6d00:93a1"}]}