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uk.exatoshi/autosearch

REMOTE · EXATOSHI.UK · SCANNED AUG 3

PRISMA 2020 systematic reviews as MCP tools - verified citations, IMRAD papers

Available components

+10 this week 70 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security89
Transport & Reachability100
Schema Quality & AI Usability60
  • AI-judged instruction clarity (fair).Partial
  • Tool/resource definitions use about 273 tokens (~45/item across 6 items; 6 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage73
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 20% of tool parameters carry a description.Partial
Capabilities20
  • Spec-recency check failed: implements MCP spec 2024-11-05; the latest is 2026-07-28. See how to fix → Fail
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · exatoshi.uk

# add to Claude Code
claude mcp add --transport http uk-exatoshi-autosearch https://exatoshi.uk/mcp
# ~/.codex/config.toml
[mcp_servers.uk-exatoshi-autosearch]
url = "https://exatoshi.uk/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "uk-exatoshi-autosearch": {
      "type": "remote",
      "url": "https://exatoshi.uk/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add uk-exatoshi-autosearch --url https://exatoshi.uk/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  uk-exatoshi-autosearch:
    url: "https://exatoshi.uk/mcp"
// mcp.json
{
  "mcpServers": {
    "uk-exatoshi-autosearch": {
      "type": "http",
      "url": "https://exatoshi.uk/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 3 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 23 to 27. That category is still filling its 30-day observation window: 7 days of observed history at the previous scan, 8 at this one. The score rises as the window fills, whether or not the server changes.

  • 1 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 +6
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 28 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 59

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://exatoshi.uk/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_256_GCM_SHA384 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=exatoshi.uk CN=YR2,O=Let's Encrypt,C=US 25 Jun 2026 23 Sept 2026 RSA 2048 SHA256-RSA 59d2d2f500bda0d2056392cd51175d9f933
SANs: exatoshi.uk, www.exatoshi.uk
CN=YR2,O=Let's Encrypt,C=US (CA) CN=Root YR,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 RSA 2048 SHA256-RSA 4ebd24947e24d394802d84a52fd5b319
CN=Root YR,O=ISRG,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 RSA 4096 SHA256-RSA f24b6d17f9d9ad7cb1c9fea78782699f
DNSSEC insecure

Validation of exatoshi.uk. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
uk. present 43876 8 Verified
exatoshi.uk. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication Challenged, unverified

The endpoint asked for a token, but we could not retrieve and validate the RFC 9728 metadata that tells a client how to obtain one.

Result Challenged, unverified
Enforced On tool calls
HTTP status 200
Header Value
strict-transport-security max-age=31536000
content-security-policy default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' blob: https://accounts.google.com https://js.stripe.com https://esm.sh https://cdn.jsdelivr.net https://www.googletagmanager.com; style-src 'self' 'unsafe-inline' https://fonts.googleapis.com; font-src 'self' https://fonts.gstatic.com data:; img-src 'self' data: https:; media-src 'self' blob: https://*.elevenlabs.io wss://*.elevenlabs.io; connect-src 'self' https://accounts.google.com https://api.elevenlabs.io https://*.elevenlabs.io wss://*.elevenlabs.io https://esm.sh https://www.googletagmanager.com https://www.google-analytics.com https://*.google-analytics.com https://*.analytics.google.com; frame-src https://checkout.stripe.com https://accounts.google.com; form-action 'self' https://exatoshi.uk https://accounts.google.com; worker-src 'self' blob:; object-src 'none'; base-uri 'self'; frame-ancestors 'self';
x-content-type-options nosniff
x-frame-options DENY
referrer-policy same-origin
permissions-policy camera=(), microphone=(self), geolocation=(), autoplay=(self)

Protected resource metadata

Retrieved No
Problem no_resource_metadata
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://exatoshi.uk/mcp Verified 200
http (plaintext) http://exatoshi.uk/mcp HTTPS enforced 301 https://exatoshi.uk/mcp
MCP tools — 6 exposed · ~273 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
autosearch_get_run_paper ~48

Get the generated paper for a completed run. Returns markdown, JSON metadata, or PDF download URL.

NameTypeReqDescription
formatstring
run_idstringyes

No output schema declared.

No examples provided.

autosearch_get_run_status ~42

Get the current status of a research run. Returns status, frontier_score, n_experiments, summary.

NameTypeReqDescription
run_idstringyes

No output schema declared.

No examples provided.

autosearch_list_my_runs ~32

List the authenticated user latest research runs with status and frontier score.

NameTypeReqDescription
limitinteger

No output schema declared.

No examples provided.

autosearch_run_research ~49

Launch an AI scientific research run. Returns run_id immediately. Use get_run_status to poll.

NameTypeReqDescription
depthstring
promptstringyesResearch question or topic

No output schema declared.

No examples provided.

autosearch_search_evidence ~54

Search peer-reviewed evidence across academic sources without launching a full research run. Returns top N papers with metadata.

NameTypeReqDescription
limitinteger
querystringyes
sourcesarray

No output schema declared.

No examples provided.

autosearch_verify_doi ~48

Verify a DOI via Crossref. Returns validity, title, authors, year, journal.

NameTypeReqDescription
doistringyesDOI string with or without https://doi.org/ prefix

No output schema declared.

No examples provided.