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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Code & DevOps

Oliver's mTOR Atlas

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

Checks passed
14 / 22

1 failed · 7 not measured

Median response
139 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
13

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
103
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
310
Publisher identityCan the publisher be traced to its source?
402

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 138 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name mtor-atlas.

  • Pass
    Lists tools

    tools/list returned 13 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 139 ms over 2 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 139 ms over 2 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    2 of 2 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Pass
    Stable tool list

    No tool was removed and no required parameter was added in the last 30 days.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    39 of 50 parameters have a description (78%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Not measured
    Website matches publisher

    This namespace is not a reverse domain, so the website comparison does not apply.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Pass
    Repo owner matches

    The GitHub repository owner matches the namespace login.

  • Pass
    Recently updated

    Updated 2026-10-17T17:42:46.847263Z, within 180 days.

  • Not measured
    Open-source licence

    The GitHub licence lookup has not returned an OSI result yet.

Start using Oliver's mTOR Atlas

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http oliver-s-mtor-atlas https://mtor-atlas-mcp.mtor-atlas.workers.dev/mcp

Capabilities

Tools 13

atlas_about

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.

Discovered
evidence_between

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.

Discovered
find_contradictions

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.

Discovered
find_relations

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.

Discovered
get_author

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.

Discovered
get_entity

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.

Discovered
get_question

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.

Discovered
get_relation

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

Discovered
get_study

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.

Discovered
list_questions

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.

Discovered
search_authors

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.

Discovered
search_entities

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.

Discovered
search_studies

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.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected138 ms13
Connected139 ms13