academic_polish
academic polish
io.github.kfx2026/sanyu-research
147 tools: deterministic compute + 39 AI writers; each response self-labels data_source + verified.
transport:streamable-http
tools:150
Target client
run in your project directory
claude mcp add --transport http sanyu-research https://sanyu.wentangkeji.com/api/mcpsetup guides: Claude Code Claude Desktop Cursor VS Code Zed Windsurf Cline Gemini CLI Grok ChatGPT Claude.ai LangChain
Adds it for this project only. Append --scope user to make it available everywhere. Claude Code docs
acceptance_probability
acceptance probability
act_crf_suggest_coding
act crf suggest coding
animal_dose_volume
animal dose volume
animal_randomization
animal randomization
animal_sample_size
animal sample size
animal_survival_km
animal survival km
arrive_checklist
arrive checklist
atac_diff
atac diff
bioequivalence_compare
bioequivalence compare
calibration_curve
calibration curve
cell_assay_calc
cell assay calc
chip_peak_calling
chip peak calling
citation_format
citation format
citation_verify
citation verify
classification_metrics
classification metrics
cloning_design
cloning design
compare_manuscript_versions
compare manuscript versions
consort_flowchart
consort flowchart
cover_letter
cover letter
crf_sdtm_validate
crf sdtm validate
dataframe_parse
dataframe parse
dataset_columns
dataset columns
dataset_profile
dataset profile
decision_arbitration
decision arbitration
deep_peer_review
deep peer review
deidentify_phi
deidentify phi
delong_auc_compare
delong auc compare
design_gate_rules
design gate rules
design_protocol_generate
design protocol generate
design_step_context
design step context
design_type_decision
design type decision
differential_expression
differential expression
distribution_fit
distribution fit
dna_translate
dna translate
drug_interaction_check
drug interaction check
dunn_posthoc
dunn posthoc
egger_bias_test
egger bias test
evidence_followup
evidence followup
evidence_intake
evidence intake
evidence_report
evidence report
experiment_plan_generate
experiment plan generate
fibrosis_staging
fibrosis staging
figure_legend
figure legend
flow_cluster
flow cluster
flow_gate
flow gate
forest_plot
forest plot
gene_info_lookup
gene info lookup
gene_pathway_disease
gene pathway disease
geo_dataset_pipeline
geo dataset pipeline
gleason_grade_group
gleason grade group
go_kegg_enrichment
go kegg enrichment
ic50_fit
ic50 fit
idea_ignite
idea ignite
ihc_hscore
ihc hscore
iptw_weighting
iptw weighting
journal_recommend
journal recommend
kaplan_meier
kaplan meier
linear_mixed_model
linear mixed model
list_my_data_files
Read-only
list my data files
literature_compare
literature compare
literature_digest_card
literature digest card
literature_review_outline
literature review outline
literature_search_pmc
literature search pmc
local_literature_compare
local literature compare
mermaid_diagram
mermaid diagram
metabolite_heatmap
metabolite heatmap
metabolite_pathway
metabolite pathway
metabolite_pca
metabolite pca
metabolite_plsda
metabolite plsda
metabolite_volcano
metabolite volcano
mif_phenotype
mif phenotype
multi_omics_integrate
multi omics integrate
nomogram
nomogram
nsfc_grant_analysis
nsfc grant analysis
nuclei_count
nuclei count
omics_methods_draft
omics methods draft
orf_find
orf find
organ_coefficient
organ coefficient
paper_outline
paper outline
paper_six_agent_review
paper six agent review
pcr_primer_design
pcr primer design
pdf_text_pico
pdf text pico
permutation_test
permutation test
pico_refine
pico refine
pico_structure
pico structure
pk_nca
pk nca
pk_pd_assess
pk pd assess
pkpd_simulate
pkpd simulate
plasmid_map
plasmid map
ppi_network
ppi network
pre_submission_review
pre submission review
primer_tm
primer tm
prisma_flowchart
prisma flowchart
propensity_score_matching
propensity score matching
proposal_review
proposal review
protein_digest
protein digest
protein_enrichment
protein enrichment
protein_physchem
protein physchem
protein_ptm
protein ptm
proteomics_methods_draft
proteomics methods draft
psi_stability
psi stability
pubmed_search
pubmed search
qpcr_bayesian_design
qpcr bayesian design
qpcr_ddct
qpcr ddct
randomization_allocate
randomization allocate
renal_dose_adjust
renal dose adjust
reporting_checklist
reporting checklist
restriction_sites
restriction sites
results_paragraph_writer
results paragraph writer
revision_response
revision response
risk_ratio_or
risk ratio or
rnaseq_deg
rnaseq deg
roc_auc
roc auc
sample_size_calculator
sample size calculator
sas_r_code
sas r code
scrna_annotate
scrna annotate
scrna_cluster
scrna cluster
scrna_markers
scrna markers
section_writer
section writer
shap_explain
shap explain
smd_balance
smd balance
species_dose_convert
species dose convert
stats_toolbox
stats toolbox
study_design_advisor
study design advisor
survival_cox
survival cox
systematic_review_assist
systematic review assist
table_one_baseline
table one baseline
table_one_subgroup
table one subgroup
technical_roadmap
technical roadmap
text_overlap_check
text overlap check
top_journal_mining
top journal mining
topic_feasibility
topic feasibility
topic_gaps
topic gaps
topic_generate
topic generate
topic_lit_review
topic lit review
topic_novelty
topic novelty
topic_ppt
topic ppt
topic_prominence
topic prominence
topic_research_plan
topic research plan
toxicity_predict
toxicity predict
toxicology_assess
toxicology assess
tukey_hsd
tukey hsd
tumor_growth_inhibition
tumor growth inhibition
tumor_microenvironment
tumor microenvironment
tumor_volume_curve
tumor volume curve
two_way_anova
two way anova
wetlab_protocol_generate
wetlab protocol generate
sanyu_list_actions
sanyu list actions
sanyu_job_status
sanyu job status
Mutating and Read-only are read off each tool's name, not its schema — a hint, not a guarantee. Check the server's own documentation before granting access.