Index / data

SanYu Research Engine

io-github-kfx2026-sanyu-research declares 147 capabilities across 147 tools, with 1 critical issue. One of them, no-revocation, is recorded for every server in the index because MCP has no field in which to declare a way to switch a tool off; a missing declaration is not evidence that the control is missing.

99/100 exposureHigh exposure

Manifest recorded 2026-11-08 from tools/list on https://sanyu.wentangkeji.com/api/mcp, published in the official MCP registry as io.github.kfx2026/sanyu-research 1.2.0. The date changes only when the manifest does. Not verified by a maintainer.

Issues

These describe what this server's manifest declares. A product can provide controls that MCP has no way to express — token revocation, an admin console, audit logs — and this page cannot see them. The absence of a declaration is not evidence that a control is absent.

critical · no-revocation · All 147 tools

147 of 147 tools declare no way for the customer to switch them off once granted. This applies to every tool because MCP has no field in which to declare a revocation mechanism; the product may provide one outside MCP that a manifest cannot show.

high · no-expiry · All 147 tools

147 of 147 tools declare no expiry. This applies to every tool because MCP has no field in which to declare an expiry; the product may provide one outside MCP that a manifest cannot show.

high · no-audit-trail · All 147 tools

147 of 147 tools declare no record of their actions that the customer can read. This applies to every tool because MCP has no field in which to declare an audit requirement; the product may provide one outside MCP that a manifest cannot show.

high · uncapped-write · 36 of 147 tools

36 tools can modify data and declare no limit.

low · uncapped-read · 111 of 147 tools

111 tools can read data and declare no limit.

Declared capabilities

How each tool was read. declared means the server's own annotation said so — self-reported and unverified. inferred is from the tool's name. assumed means nothing indicated either way.

Tool	Read as	Basis
`academic_polish`	`write`	assumed
`acceptance_probability`	`write`	assumed
`animal_dose_volume`	`read`	declared
`animal_randomization`	`read`	declared
`animal_sample_size`	`read`	declared
`animal_survival_km`	`read`	declared
`arrive_checklist`	`read`	declared
`atac_diff`	`read`	declared
`bioequivalence_compare`	`read`	declared
`calibration_curve`	`read`	declared
`cell_assay_calc`	`read`	declared
`chip_peak_calling`	`read`	declared
`citation_format`	`read`	declared
`citation_verify`	`read`	declared
`classification_metrics`	`read`	declared
`clinical_basic_bridge`	`read`	declared
`cloning_design`	`read`	declared
`consort_flowchart`	`read`	declared
`cover_letter`	`write`	assumed
`crf_sdtm_validate`	`read`	declared
`dataframe_parse`	`read`	declared
`dataset_columns`	`read`	declared
`dataset_profile`	`read`	declared
`decision_arbitration`	`write`	assumed
`deep_peer_review`	`write`	assumed
`delong_auc_compare`	`read`	declared
`design_gate_rules`	`read`	declared
`design_next_step`	`write`	assumed
`design_protocol_generate`	`write`	assumed
`design_step_context`	`read`	declared
`design_type_decision`	`write`	assumed
`differential_expression`	`read`	declared
`dna_translate`	`read`	declared
`drug_interaction_check`	`read`	declared
`dunn_posthoc`	`read`	declared
`egger_bias_test`	`read`	declared
`evidence_followup`	`read`	declared
`evidence_intake`	`read`	declared
`evidence_report`	`read`	declared
`experiment_plan_generate`	`write`	assumed
`fibrosis_staging`	`read`	declared
`figure_legend`	`read`	declared
`flow_cluster`	`read`	declared
`flow_gate`	`read`	declared
`forest_plot`	`read`	declared
`gene_info_lookup`	`read`	declared
`gene_pathway_disease`	`read`	declared
`geo_dataset_pipeline`	`read`	declared
`gleason_grade_group`	`read`	declared
`go_kegg_enrichment`	`read`	declared
`ic50_fit`	`read`	declared
`idea_ignite`	`write`	assumed
`ihc_hscore`	`read`	declared
`iptw_weighting`	`read`	declared
`journal_recommend`	`read`	declared
`kaplan_meier`	`read`	declared
`linear_mixed_model`	`read`	declared
`literature_compare`	`read`	inferred
`literature_digest_card`	`write`	assumed
`literature_review_outline`	`read`	inferred
`literature_search_pmc`	`read`	declared
`local_literature_compare`	`read`	inferred
`mermaid_diagram`	`write`	assumed
`metabolite_heatmap`	`read`	declared
`metabolite_pathway`	`read`	declared
`metabolite_pca`	`read`	declared
`metabolite_plsda`	`read`	declared
`metabolite_volcano`	`read`	declared
`mif_phenotype`	`read`	declared
`multi_omics_integrate`	`read`	declared
`nomogram`	`read`	declared
`nsfc_grant_analysis`	`write`	assumed
`nuclei_count`	`read`	declared
`orf_find`	`read`	declared
`organ_coefficient`	`read`	declared
`paper_draft_one_click`	`write`	assumed
`paper_outline`	`write`	assumed
`paper_six_agent_review`	`write`	assumed
`pcr_primer_design`	`read`	declared
`pdf_text_pico`	`write`	assumed
`permutation_test`	`read`	declared
`pico_refine`	`read`	declared
`pico_structure`	`write`	assumed
`pk_nca`	`read`	declared
`pk_pd_assess`	`read`	declared
`pkpd_simulate`	`read`	declared
`plasmid_map`	`read`	declared
`ppi_network`	`read`	declared
`pre_submission_review`	`write`	assumed
`primer_tm`	`read`	declared
`prisma_flowchart`	`read`	declared
`propensity_score_matching`	`read`	declared
`proposal_review`	`write`	assumed
`protein_digest`	`read`	declared
`protein_enrichment`	`read`	declared
`protein_physchem`	`read`	declared
`protein_ptm`	`read`	declared
`protocol_export`	`write`	assumed
`protocol_export_check`	`write`	assumed
`psi_stability`	`read`	declared
`pubmed_search`	`read`	declared
`qpcr_bayesian_design`	`read`	declared
`qpcr_ddct`	`read`	declared
`randomization_allocate`	`read`	declared
`renal_dose_adjust`	`read`	declared
`reporting_checklist`	`read`	declared
`restriction_sites`	`read`	declared
`results_paragraph_writer`	`write`	assumed
`revision_response`	`write`	assumed
`risk_ratio_or`	`read`	declared
`rnaseq_deg`	`read`	declared
`roc_auc`	`read`	declared
`sample_size_calculator`	`read`	declared
`sas_r_code`	`read`	declared
`scrna_annotate`	`read`	declared
`scrna_cluster`	`read`	declared
`scrna_markers`	`read`	declared
`section_writer`	`write`	assumed
`shap_explain`	`read`	declared
`smd_balance`	`read`	declared
`species_dose_convert`	`read`	declared
`stats_toolbox`	`read`	declared
`study_design_advisor`	`read`	declared
`survival_cox`	`read`	declared
`systematic_review_assist`	`write`	assumed
`table_one_baseline`	`read`	declared
`table_one_subgroup`	`read`	declared
`technical_roadmap`	`write`	assumed
`text_overlap_check`	`read`	declared
`top_journal_mining`	`write`	assumed
`topic_feasibility`	`write`	assumed
`topic_gaps`	`write`	assumed
`topic_generate`	`write`	assumed
`topic_lit_review`	`write`	assumed
`topic_novelty`	`write`	assumed
`topic_ppt`	`write`	assumed
`topic_prominence`	`write`	assumed
`topic_research_plan`	`write`	assumed
`toxicity_predict`	`read`	declared
`toxicology_assess`	`read`	declared
`tukey_hsd`	`read`	declared
`tumor_growth_inhibition`	`read`	declared
`tumor_microenvironment`	`read`	declared
`tumor_volume_curve`	`read`	declared
`two_way_anova`	`read`	declared
`sanyu_list_actions`	`read`	declared
`sanyu_job_status`	`read`	declared

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