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com.trailweights/trailweights-mcp

REMOTE · TRAILWEIGHTS.COM · SCANNED AUG 3

Read-only MCP access to TrailWeights' ultralight gear corpus: verified weights, reviews, pack lists

Available components

+2 this week 65 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 Security63
Transport & Reachability100
Schema Quality & AI Usability71
  • AI-judged instruction clarity (good).Pass
  • Tool/resource definitions use about 869 tokens (~108/item across 8 items; 8 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 Coverage90
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 70% of tool parameters carry a description.Partial
Capabilities60
  • Spec-recency check failed: implements MCP spec 2025-06-18; 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 · trailweights.com

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

  • 2 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 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
  • 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
  • 29 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 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 62

    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://trailweights.com/api/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=trailweights.com CN=YE2,O=Let's Encrypt,C=US 28 Jun 2026 26 Sept 2026 ECDSA 256 ECDSA-SHA384 5f68786fdbcff7d87b1225faef5690d32f2
SANs: *.trailweights.com, trailweights.com
CN=YE2,O=Let's Encrypt,C=US (CA) CN=Root YE,O=ISRG,C=US 3 Sept 2025 2 Sept 2028 ECDSA 384 ECDSA-SHA384 4df3b15dd6c0784c507cd37b58e6f115
CN=Root YE,O=ISRG,C=US (CA) CN=ISRG Root X2,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 ECDSA-SHA384 872165fc34b6e5fba8add5b3705fb53a
CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) CN=ISRG Root X1,O=Internet Security Research Group,C=US 13 May 2026 2 Sept 2032 ECDSA 384 SHA256-RSA 6c8f1dc727c7117f7baf853ac980f9cd
DNSSEC insecure

Validation of trailweights.com. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
trailweights.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication No authorisation required

The endpoint answered without asking for a token. Anyone who knows the URL can reach it.

Result No authorisation required
HTTP status 200
Header Value
strict-transport-security max-age=63072000
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://trailweights.com/api/mcp Verified 200
http (plaintext) http://trailweights.com/api/mcp HTTPS enforced 308 https://trailweights.com/api/mcp
MCP tools — 8 exposed · ~791 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
compare_gear ~65

Side-by-side spec comparison for 2–6 products. Returns aligned rows of name, weight, price, category, and buy URL, each with a trust envelope (verified weight provenance, manufacturer-vs-field conflict flag, top citations).

NameTypeReqDescription
product_idsarrayyes

No output schema declared.

No examples provided.

find_lighter_alternative ~65

Given a product, return up to 5 lighter alternatives in the same category, ordered by verified weight ascending. Each alternative carries a trust envelope (verified weight provenance, conflict flag, top citations).

NameTypeReqDescription
limitinteger
product_idstringyes

No output schema declared.

No examples provided.

get_field_consensus ~96

Pre-computed field consensus for a product: what independent creators and the field say, scored on a deterministic 100-point rubric with a source-diversity gate. Returns the consensus label, score, evidence count, distinct authors, known conflicts, and a sample of the underlying evidence claims with source URLs. This is conflict-resolution an agent would otherwise have to reconstruct from raw reviews.

NameTypeReqDescription
product_idstringyesProduct UUID.

No output schema declared.

No examples provided.

get_gear_reviews ~51

Fetch creator video reviews for a product. Returns up to 10 verified mentions with creator name, YouTube ID, timestamp, and quoted snippet.

NameTypeReqDescription
product_idstringyesTrailWeights product UUID.

No output schema declared.

No examples provided.

get_pack_template ~56

Return one of the 21 in-house TrailWeights pack templates by ID or slug, including the full item list and total weight.

NameTypeReqDescription
slugstringPack template slug.
template_idstringPack template UUID.

No output schema declared.

No examples provided.

get_product_specs ~104

Canonical product spec sheet — name, brand, category, verified weight, MSRP, image, and a cottage-first affiliate buy URL. Includes a trust envelope: verified weight with provenance (measured vs manufacturer claim), confidence, last-verified date, a manufacturer-vs-field weight conflict flag, and top creator citations with source URLs. Pass either the product UUID or the slug.

NameTypeReqDescription
product_idstringProduct UUID.
slugstringProduct slug.

No output schema declared.

No examples provided.

recommend_gear ~146

Structured gear recommendations from a freeform natural-language query (e.g. 'best quilt for a PCT thru hike'). Runs the TrailWeights query planner: intent classification, brand-alias expansion, and compiled weight/price/category constraints. Returns the top catalog products with verified weights (with provenance and conflict flags), citations, and cottage-first buy URLs, plus the interpreted intent and applied filters. Optional weight cap (oz) and category filter.

NameTypeReqDescription
categorystringOptional category filter (e.g. backpack, sleeping_bag, shelter).
limitinteger
querystringyes
weight_cap_oznumberMaximum weight in ounces.

No output schema declared.

No examples provided.

search_corpus ~208

Semantic search over the TrailWeights knowledge corpus (transcripts, product descriptions, in-house pack templates, surveys, ultralight Bible). Returns the top matching chunks with source attribution. Supports hard predicates — filter by verified max weight (grams), max price (USD), minimum independent creator count (trust floor), and gear category — so hybrid semantic+spec queries resolve in one call.

NameTypeReqDescription
categorystringGear category filter (e.g. shelter, pack, sleep_system).
match_countinteger
max_price_usdnumberOnly chunks tied to products at or under this MSRP.
max_weight_gnumberOnly chunks tied to products at or under this verified weight in grams.
min_creator_countintegerTrust floor: only chunks tied to products mentioned by at least this many independent creators.
querystringyesNatural-language search query.
source_filterstringRestrict results to a single corpus source type.

No output schema declared.

No examples provided.