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    "index": 56,
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    "index": 57,
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    "index": 58,
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    "sample_scope": "Selected fields from the actual Connector response; truncation flags preserved."
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      "message": "This tool talks to NCBI E-utilities, which require a contact email per their usage policy. Enable 'Share contact email with research data services' in Settings \u2192 Privacy to provide one, then retry (the connector picks up the setting automatically)."
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    "sample_scope": "Selected fields from the actual Connector response; truncation flags preserved."
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    "index": 60,
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      "message": "This tool talks to NCBI E-utilities, which require a contact email per their usage policy. Enable 'Share contact email with research data services' in Settings \u2192 Privacy to provide one, then retry (the connector picks up the setting automatically)."
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      "message": "This tool talks to NCBI E-utilities, which require a contact email per their usage policy. Enable 'Share contact email with research data services' in Settings \u2192 Privacy to provide one."
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      "message": "This tool talks to NCBI E-utilities, which require a contact email per their usage policy. Enable 'Share contact email with research data services' in Settings \u2192 Privacy to provide one."
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    "sample": "{\"ab_id\":3643095,\"rrid\":\"AB_3643095\",\"record_count\":1,\"records\":[{\"catalogNum\":\"NBP3-27025V\",\"vendorName\":\"Novus\",\"clonality\":\"monoclonal\",\"epitope\":null,\"comments\":\"Applications: Immunohistochemistry-Paraffin\",\"url\":\"https://www.bio-techne.com/p/antibodies/trpc6-antibody-trpc6-7672_nbp3-27025v?utm_source=antibodyregistry&utm_medium=referral&utm_campaign=product&utm_term=primaryantibodies\",\"abName\":\"TRPC6 Antibody (TRPC6/7672) [DyLight 405]\",\"abTarget\":\"TRPC6\",\"cloneId\":\"TRPC6/7672\",\"commercialT",
    "elapsed_ms": 1687
  },
  {
    "index": 220,
    "connector": "research-resources",
    "tool": "find_antibodies_by_catalog",
    "request": {
      "catalog_number": "ab32572"
    },
    "status": "succeeded",
    "sample": "{\"catalog_num\":\"ab32572\",\"vendor\":null,\"match_count\":2,\"search_total_elements\":2,\"matches\":[{\"catalogNum\":\"ab32572\",\"vendorName\":\"Abcam\",\"clonality\":\"monoclonal\",\"epitope\":null,\"comments\":\"validation status unknown, seller recommendations provided in 2012: Immunocytochemistry; Immunofluorescence; Immunohistochemistry; Immunoprecipitation; Western Blot; Immunocytochemistry/Immunofluorescence, Immunohistochemistry-Fr, Immunohistochemistry-P, Immunoprecipitation, Western Blot\",\"url\":null,\"abName\":\"",
    "elapsed_ms": 903
  },
  {
    "index": 221,
    "connector": "research-resources",
    "tool": "get_antibody_registry_stats",
    "request": {},
    "status": "succeeded",
    "sample": "{\"total\":3188166,\"lastupdate\":\"2026-09-09\"}",
    "elapsed_ms": 658
  },
  {
    "index": 222,
    "connector": "biomart",
    "tool": "list_marts",
    "request": {},
    "status": "succeeded",
    "elapsed_ms": 14207,
    "sample": "name,display_name,description\nENSEMBL_MART_ENSEMBL,Ensembl Genes 116,Ensembl Genes 116\nENSEMBL_MART_MOUSE,Mouse strains 116,Mouse strains 116\nENSEMBL_MART_SEQUENCE,Sequence,Sequence\nENSEMBL_MART_ONTOLOGY,Ontology,Ontology\nENSEMBL_MART_GENOMIC,Genomic features 116,Genomic features 116\nENSEMBL_MART_SNP,Ensembl Variation 116,Ensembl Variation 116\nENSEMBL_MART_FUNCGEN,Ensembl Regulation 116,Ensembl Regulation 116"
  },
  {
    "index": 223,
    "connector": "biomart",
    "tool": "list_datasets",
    "request": {
      "mart": "ENSEMBL_MART_ENSEMBL"
    },
    "status": "empty",
    "elapsed_ms": 2797,
    "sample": "name,display_name,description"
  },
  {
    "index": 224,
    "connector": "biomart",
    "tool": "list_common_attributes",
    "request": {
      "mart": "ENSEMBL_MART_ENSEMBL",
      "dataset": "hsapiens_gene_ensembl"
    },
    "status": "succeeded",
    "sample": "\"name,display_name,description\"",
    "elapsed_ms": 1656
  },
  {
    "index": 225,
    "connector": "biomart",
    "tool": "list_all_attributes",
    "request": {
      "mart": "ENSEMBL_MART_ENSEMBL",
      "dataset": "hsapiens_gene_ensembl"
    },
    "status": "succeeded",
    "sample": "\"name,display_name,description\\n<html>,,\\n<head>,,\\n  <title>Service unavailable</title>,,\\n\\\"  <meta name=\\\"\\\"robots\\\"\\\" content=\\\"\\\"noindex\\\"\\\">\\\",,\\n\\\"  <base href=\\\"\\\"//status.ensembl.org\\\"\\\">\\\",,\\n  <style>,,\\n\\\"    html,\\\",,\\n    body {,,\\n      padding: 0;,,\\n      margin: 0;,,\\n      height: 100%;,,\\n    },,\\n      display: grid;,,\\n      grid-template-rows: [header] auto [main] 1fr [footer] auto;,,\\n\\\"      font-family: Luxi Sans, Helvetica, Arial, Geneva, sans-serif;\\\",,\\n      font-si",
    "elapsed_ms": 1990
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  {
    "index": 226,
    "connector": "biomart",
    "tool": "list_filters",
    "request": {
      "mart": "ENSEMBL_MART_ENSEMBL",
      "dataset": "hsapiens_gene_ensembl"
    },
    "status": "succeeded",
    "sample": "\"name,description\\n<html>,\\n<head>,\\n  <title>Service unavailable</title>,\\n\\\"  <meta name=\\\"\\\"robots\\\"\\\" content=\\\"\\\"noindex\\\"\\\">\\\",\\n\\\"  <base href=\\\"\\\"//status.ensembl.org\\\"\\\">\\\",\\n  <style>,\\n\\\"    html,\\\",\\n    body {,\\n      padding: 0;,\\n      margin: 0;,\\n      height: 100%;,\\n    },\\n      display: grid;,\\n      grid-template-rows: [header] auto [main] 1fr [footer] auto;,\\n\\\"      font-family: Luxi Sans, Helvetica, Arial, Geneva, sans-serif;\\\",\\n      font-size: 90%;,\\n    h1 {,\\n      ",
    "elapsed_ms": 3107
  },
  {
    "index": 227,
    "connector": "biomart",
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      "mart": "ENSEMBL_MART_ENSEMBL",
      "dataset": "hsapiens_gene_ensembl",
      "attributes": [
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        "external_gene_name"
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      "filters": {
        "chromosome_name": "Y",
        "biotype": "protein_coding"
      }
    },
    "status": "blocked",
    "elapsed_ms": 2774,
    "sample": "martservice returned an HTML page (Ensembl outage/maintenance notice)"
  },
  {
    "index": 228,
    "connector": "biomart",
    "tool": "get_translation",
    "request": {
      "mart": "ENSEMBL_MART_ENSEMBL",
      "dataset": "hsapiens_gene_ensembl",
      "from_attr": "hgnc_symbol",
      "to_attr": "ensembl_gene_id",
      "target": "TP53"
    },
    "status": "succeeded",
    "sample": "\"ENSG00000141510\"",
    "elapsed_ms": 802
  },
  {
    "index": 229,
    "connector": "biomart",
    "tool": "batch_translate",
    "request": {
      "mart": "ENSEMBL_MART_ENSEMBL",
      "dataset": "hsapiens_gene_ensembl",
      "from_attr": "hgnc_symbol",
      "to_attr": "ensembl_gene_id",
      "targets": [
        "TP53",
        "BRCA1"
      ]
    },
    "status": "succeeded",
    "sample": "{\"translations\":{\"BRCA1\":\"ENSG00000012048\",\"TP53\":\"ENSG00000141510\"},\"not_found\":[],\"found_count\":2,\"not_found_count\":0}",
    "elapsed_ms": 803
  },
  {
    "index": 230,
    "connector": "zinc",
    "tool": "zinc_search_by_id",
    "request": {
      "zinc_ids": [
        "ZINC000000000012"
      ]
    },
    "status": "succeeded",
    "sample": "{\"query\":{\"zinc_ids\":[\"ZINC000000000012\"]},\"total_available\":1,\"returned_count\":1,\"truncated\":false,\"source_counts\":{\"zinc20\":1,\"missing\":0},\"records\":[{\"zinc_id\":\"ZINC000000000012\",\"smiles\":\"O=C(C[S@@](=O)C(c1ccccc1)c1ccccc1)NO\",\"catalogs\":[{\"catalog_name\":\"Mcule BB\",\"price\":240,\"purchase\":1,\"quantity\":10,\"shipping\":\"6 weeks\",\"supplier_code\":\"MCULE-2311834287\",\"unit\":\"mg\",\"url\":\"https://mcule.com/%%s/\"},{\"catalog_name\":\"MedChem Express Economical\",\"price\":240,\"purchase\":1,\"quantity\":10,\"shippin",
    "elapsed_ms": 3890
  },
  {
    "index": 231,
    "connector": "zinc",
    "tool": "zinc_search_by_smiles",
    "request": {
      "smiles": "CC(=O)Oc1ccccc1C(=O)O",
      "dist": 2
    },
    "status": "empty",
    "sample": "{\"query\":{\"smiles\":\"CC(=O)Oc1ccccc1C(=O)O\",\"dist\":2,\"adist\":2},\"total_available\":0,\"returned_count\":0,\"truncated\":false,\"source_counts\":{\"zinc22\":0,\"logs\":0,\"zinc22_missing\":0},\"records\":[]}",
    "elapsed_ms": 3700
  },
  {
    "index": 232,
    "connector": "zinc",
    "tool": "zinc_search_by_supplier",
    "request": {
      "supplier_codes": [
        "MCULE-2311834287"
      ]
    },
    "status": "empty",
    "sample": "{\"query\":{\"supplier_codes\":[\"MCULE-2311834287\"]},\"total_available\":0,\"returned_count\":0,\"truncated\":false,\"source_counts\":{\"zinc22\":0,\"logs\":0,\"zinc22_missing\":0},\"records\":[]}",
    "elapsed_ms": 896
  },
  {
    "index": 233,
    "connector": "zinc",
    "tool": "zinc_random_sample",
    "request": {
      "count": 2,
      "subset": "lead-like"
    },
    "status": "blocked",
    "elapsed_ms": 26011,
    "sample": "This operation was aborted"
  },
  {
    "index": 234,
    "connector": "zinc",
    "tool": "zinc_get_3d",
    "request": {
      "zinc_ids": [
        "ZINC000000000012"
      ]
    },
    "status": "succeeded",
    "sample": "{\"query\":{\"zinc_ids\":[\"ZINC000000000012\"]},\"returned_count\":1,\"structures\":[{\"zinc_id\":\"ZINC000000000012\",\"found\":true,\"smiles\":\"O=C(C[S@@](=O)C(c1ccccc1)c1ccccc1)NO\",\"source\":\"zinc20\",\"tranche_name\":null,\"tranche_properties\":null}],\"repository_note\":\"Browse the sub-release directories (zinc-22a, zinc-22b, \u2026) under the tranche path for exact file names before bulk download; convert with OpenBabel / prepare_ligand4.py for your docking engine.\"}",
    "elapsed_ms": 3062
  }
]