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Evidence-labelled mTOR research: studies, entities, pathway claims, contradictions, open questions.

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Status
Healthy
Uptime
100.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
open-mtor-atlas/atlas
GitHub Stars
0
Server Listing
Oliver's mTOR Atlas
ChatGPT
Oliver's mTOR Atlas
Claude
–

TDQS

A3.8/5.0

Scored across 13 tools

Disambiguation4/5

Most tools map to a distinct resource+operation: studies, entities, authors, questions, and relations each have lookup-by-id, search, and (for relations) evidence/contradiction views. The only real overlap is the relation cluster (get_relation by ID, find_relations filtered list, evidence_between for a pair, find_contradictions for contested ones), and the descriptions draw workable boundaries between them (ID vs. filter vs. pair vs. status). search_entities vs. get_entity follows the familiar discovery-vs-lookup split.

Naming Consistency4/5

The dominant pattern is verb_noun with a shared vocabulary: get_*, search_*, find_*, list_*. Two deviations break it: atlas_about (noun-first, no verb) and evidence_between (noun phrase rather than an action verb), plus evidence_between lacks the relation-family prefix used by get_relation/find_relations. Still readable and predictable enough to guess tool names.

Tool Count5/5

13 tools sits squarely in the well-scoped range for a curated knowledge base with five resource types (studies, entities, relations, authors, questions) plus contradiction analysis and dataset metadata. Each tool corresponds to a real access pattern (lookup, search, list, pair query) rather than padding.

Completeness4/5

Coverage is strong across the lifecycle: discovery (search_*), retrieval (get_*), traversal (get_entity returns all relations; evidence_between), and analysis (find_contradictions), plus provenance via atlas_about. Minor gaps: there is no paginated browse-all for studies or entities (search requires query terms), no keyword search over questions (only paged list_questions), and no explicit citation/export operation beyond the citation note in atlas_about.

Available Tools

13 tools
atlas_aboutAbout the AtlasA
Read-onlyIdempotent
Inspect

Dataset version, corpus snapshot date, counts, evidence-code legend and how to cite the dataset. When the Atlas does not report the contested and conflicting counts itself, derived_counts adds them, computed from the relations, so they can be compared with find_contradictions.

Inputs: no named parameters.

evidence_betweenEvidence between two entitiesA
Read-onlyIdempotent
Inspect

Direct curated relations between two entities (either direction) with full cards for the supporting and conflicting studies. Answers questions such as "what is the evidence that A acts on B?". A study that repeats within the answer is sent in full once and afterwards as a short card with full_card_in.

Inputs: a (required), b (required), dedupe.

find_contradictionsFind contested claimsA
Read-onlyIdempotent
Inspect

Relations the Atlas marks as contested or that carry conflicting studies, with both sides of the evidence. status says which; breakdown splits the total. conflict carries WHY the studies disagree (Opposing result / Different context / Field dispute) with its basis. A contested relation with no conflicting study listed is flagged conflicting_studies_missing, and data_note says whether that is a real gap (Opposing result) or the recorded state because two published models compete (Field dispute, Different context); relations named in its note or boundary are shown in named_in_text (a mention is not evidence). Paged: pass next_offset as offset for the rest. Optionally limited to one entity.

Inputs: brief, limit, dedupe, entity, +2 more.

find_relationsFind pathway relationsA
Read-onlyIdempotent
Inspect

Signed, evidence-linked pathway relations (claims such as "Rheb activates mTORC1"). Filter by an entity on either end, by source/target, effect, contested status or minimum strength of the best supporting evidence.

Inputs: limit, effect, entity, offset, +4 more.

get_authorGet one authorA
Read-onlyIdempotent
Inspect

One profiled author by profile id ("claudio-de-virgilio"), full name, author-list form or ORCID: lab, role, profile URL and short cards of their studies in the Atlas. If the name fits several people or has no profile page, the answer lists candidates (resolved: false) instead.

Inputs: id, author.

get_entityGet one entityB
Read-onlyIdempotent
Inspect

One entity (gene/protein, complex, drug, disease, process...) with its linked studies as short cards (first studies_limit) and every pathway relation it takes part in as a one-line claim. Accepts an id, a name or a synonym.

Inputs: id, entity, studies_limit.

get_questionGet one questionB
Read-onlyIdempotent
Inspect

One open or frontier question by ID (e.g. "H1", "F2"): the gap, what changed, what is still open, how it could be tested, linked studies.

Inputs: id (required).

get_relationGet one relationA
Read-onlyIdempotent
Inspect

One pathway relation by ID (e.g. "RHEB-MTORC1"): mechanism, boundary conditions, confidence, supporting and conflicting studies.

Inputs: id (required).

get_studyGet one studyA
Read-onlyIdempotent
Inspect

Full record for one study by Atlas ID (e.g. "SAB1994"), PMID, DOI or PMCID: abstract excerpt, extracted findings, linked entities, the relations it supports or contradicts, related open questions.

Inputs: id, doi, sid, pmid, +2 more.

list_questionsList open questionsA
Read-onlyIdempotent
Inspect

The Atlas's open questions (evidence gaps with testable hypotheses) and frontier questions. Paged. By default still_open is shortened at a sentence boundary (still_open_truncated); get_question has the full text, or pass brief=false.

Inputs: kind, brief, limit, query, +1 more.

search_authorsSearch authorsA
Read-onlyIdempotent
Inspect

People in the Atlas by full name ("Claudio De Virgilio"), author-list form ("De Virgilio C"), ORCID or lab. results are authors with a profile page (full name, ORCID, lab, their study IDs); in_author_lists are matching names in study author lists without a profile.

Inputs: query (required), limit, offset.

search_entitiesSearch entitiesA
Read-onlyIdempotent
Inspect

Find genes/proteins, complexes, drugs, diseases, processes, nutrients and outcomes by name or synonym. Each result says where it matched (match_field: name, synonym or description); use match="name" to leave out description-only hits.

Inputs: query (required), type, limit, match, +1 more.

search_studiesSearch studiesA
Read-onlyIdempotent
Inspect

Search the curated studies by keywords, optionally filtered by evidence code, a linked entity (gene, drug, disease...) and year range. Searches title, finding, authors (author-list form "Sabatini DM" and full names of profiled authors), PMID, DOI, PMCID, linked entities and their synonyms, journal, model system and the abstract excerpt. A query that is a PMID or DOI returns that study. Returns summary records with evidence codes and URLs.

Inputs: limit, query, entity, offset, +3 more.

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