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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
AOP_MCP_LOG_LEVELNoApplication log level.INFO
AOP_MCP_ENVIRONMENTNoControls defaults like permissive CORS and logging detail.development
AOP_MCP_AUDIT_LOG_PATHNoWhen set, appends hash-chained MCP tool-call audit records as JSONL while preserving the in-memory audit buffer used by replay packages.
AOP_MCP_COMPTOX_API_KEYNoAPI key for CompTox (required for assay mapping and higher quota).
AOP_MCP_COMPTOX_BASE_URLNoBase URL for CompTox enrichment calls.https://comptox.epa.gov/dashboard/api/
AOP_MCP_AOP_DB_SPARQL_ENDPOINTSNoComma-separated list of AOP-DB SPARQL endpoints (defaults to AOP-Wiki for fallback).https://aopwiki.rdf.bigcat-bioinformatics.org/sparql
AOP_MCP_COMPTOX_BIOACTIVITY_URLNoBase URL for CompTox Bioactivity API (required for assay mapping).https://comptox.epa.gov/ctx-api/
AOP_MCP_ENABLE_FIXTURE_FALLBACKNoSet to 1 to serve fixture data when remote SPARQL endpoints are unavailable.0
AOP_MCP_AOP_WIKI_SPARQL_ENDPOINTSNoComma-separated list of AOP-Wiki SPARQL endpoints.https://aopwiki.rdf.bigcat-bioinformatics.org/sparql

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_aopsC

Search Adverse Outcome Pathways by text query.

get_aopB

Fetch a single AOP with metadata.

get_key_eventB

Fetch a single key event with OECD-style metadata fields.

list_key_eventsC

List key events for an AOP.

list_kersC

List key event relationships for an AOP.

get_kerB

Fetch a single key event relationship with plausibility, evidence, and quantitative-support text.

get_related_aopsB

Find AOPs related to a source AOP through shared key events or KERs.

assess_aop_confidenceB

Build an OECD-style heuristic confidence summary for an AOP from AOP-, KE-, and KER-level evidence text.

find_paths_between_eventsB

Find directed KE/KER paths between two events within a selected AOP.

map_chemical_to_aopsC

Map a chemical to related AOPs using AOP-DB and CompTox.

map_assay_to_aopsA

Given an assay identifier, return related AOPs. Do not pass AOP IDs.

search_assays_for_key_eventA

Given a key event, return candidate assays using KE-derived gene and phrase terms. This is a discovery helper, not a curated KE-to-assay mapping.

list_assays_for_aopB

List assay candidates for one AOP using linked stressor chemicals and CompTox bioactivity, with diagnostics explaining empty results.

get_assays_for_aopC

Given one AOP identifier, return assay candidates. Use this when you have an AOP ID and want assays.

discover_orphan_stressors_for_aopA

Start from one AOP's strongest assay candidates, pull active assay chemicals from CompTox, exclude already curated AOP stressors, and return mechanistic orphan chemical candidates with diagnostics.

discover_orphan_stressors_for_aopsB

Aggregate orphan chemical candidates across multiple AOPs by combining each pathway's strongest assay evidence, excluding stressors already curated anywhere in the selected AOP set, and ranking chemicals by cross-AOP support.

list_assays_for_aopsB

Aggregate and deduplicate assay candidates across multiple AOPs, with per-AOP diagnostics for empty results.

get_assays_for_aopsB

Given multiple AOP identifiers, return aggregated assay candidates. Use this when you have a list of AOP IDs.

list_assays_for_queryB

Given a phenotype or mechanism query, search AOPs and return aggregated assay candidates with query and per-AOP diagnostics.

discover_orphan_stressors_for_queryC

Given a phenotype or mechanism query, search AOPs, aggregate orphan chemical candidates across the selected AOPs, and return query plus per-AOP diagnostics.

export_assays_tableB

Export aggregated assay candidates as CSV or TSV from a query or explicit AOP list.

export_draft_review_artifactC

Export a scientist-facing draft review artifact as markdown or json by rendering the unified draft review bundle, including an optional publication-style markdown profile.

list_saved_draft_review_artifactsA

List saved local draft review artifacts from the configured artifact output directory, with optional draft, profile, format, and subdirectory filters.

export_draft_replay_packageB

Export a deterministic replay package for one draft version, including graph/provenance integrity, Registry support, optional saved artifact verification, and recent MCP audit records.

export_tool_call_audit_log_evidenceB

Export a bounded, chain-verified evidence package from the durable MCP tool-call audit JSONL log.

list_tool_call_audit_recordsA

List recent process-local MCP tool-call audit records with optional tool-name and status filters, plus durable audit persistence status.

verify_tool_call_audit_logB

Verify the durable MCP tool-call audit JSONL hash chain from the configured audit log path or an explicit local path.

plan_linear_draft_review_documentC

Build a connector-ready Linear document payload from either a live draft review export or a previously saved draft review artifact.

save_draft_review_artifactC

Render and save a draft review artifact to the local artifact output directory, with optional subdirectory, filename override, and publication-style markdown profile support.

trace_chemical_on_draftB

Project one chemical's CompTox bioactivity onto draft key events by matching each KE to candidate assays and returning a draft graph activity overlay.

review_draft_assay_cutoff_orderingB

Review per-KER assay-cutoff ordering evidence for a draft by combining draft stressor links, KE assay candidates, and CompTox bioactivity cutoffs.

review_draft_bundleC

Build a unified draft review bundle that combines draft validation, structured evidence-gap findings, per-KER assay-cutoff ordering review, and optional chemical projection into one response.

review_registry_handoff_bundleB

Review a Registry aop_context handoff bundle and return bounded-use import guidance for AOP draft review.

review_draft_evidence_gapsB

Mine one draft for concrete evidence gaps across root metadata, topology, KE assay coverage, KER evidence fields, and linked stressor resolvability.

get_applicabilityC

Normalize applicability parameters (species, sex, life stage).

get_evidence_matrixC

Build an evidence matrix from KER facets.

create_draft_aopC

Create a new draft AOP for write-path workflows.

attach_registry_handoff_to_draftC

Attach a validated Registry aop_context handoff bundle to a draft's provenance for later review/export.

add_or_update_keC

Add or update a key event within a draft.

add_or_update_kerC

Add or update a key event relationship within a draft.

link_stressorD

Link a stressor to a draft entity.

validate_draft_oecdB

Validate a draft against OECD AOP handbook-style completeness expectations.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

C2.7/5.0

Scored across 42 tools

Disambiguation2/5

The set contains multiple near-duplicate tools with overlapping purposes, especially the list_assays_for_aop vs get_assays_for_aop and list_assays_for_aops vs get_assays_for_aops pairs, plus three discover_orphan_stressors variants. An agent could easily misselect among assay discovery and draft-review/export tools despite descriptions. Some distinctions exist, but boundaries are blurred.

Naming Consistency4/5

Most names follow a snake_case verb_noun pattern (get_aop, list_key_events, create_draft_aop), which is predictable. Some deviations like add_or_update_ke, plan_linear_draft_review_document, and trace_chemical_on_draft introduce minor inconsistency, and the list_/get_ synonym split weakens consistency.

Tool Count2/5

42 tools is excessive for a single domain and includes many input-variant duplicates (single vs multiple AOPs, query vs explicit) that could be consolidated. This exceeds the 25+ threshold for 'too many' per the rubric.

Completeness4/5

The surface covers core AOP lifecycle operations: search/get AOPs, key events, KERs, assays, chemical mapping, draft creation, KE/KER editing, validation, evidence review, and export/audit. Missing delete/remove operations and draft-level metadata updates are minor gaps agents can work around.

Maintenance

ActivityMaintained
ResponsivenessNo issues