An agent can connect on its own if it already holds X_TRAILWEIGHTS_KEY, X_TRAILWEIGHTS_KEY.Remote endpoint behind a static API key or header. The registry never sees the value; the agent fills the placeholder.
tools.schemasevery tool has an object input schema
fail
tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_field_consensus (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_product_specs (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); recommend_gear (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 1,111 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump
stability50 · weight 15
pass
stability.changes4 tool changes in 30 days
fail
stability.rug_pull4 tools kept their name but changed most of their description in 30 days; review before trusting them
dependenciesn/a · weight 15
n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package
8 tools, about 1,111 tokens to load them all · tool set aa938ecd99d7 · tools last changed 2026-10-13 · checked 2026-10-20 12:45 UTC
Tool changes
recommend_gearchangeddescriptionmeaning changed
before
Up to six catalog recommendations from the deterministic TrailWeights query planner. Returns verified weight and price on the same selected option, provenance and source links. Optional weight cap in ounces and category filter. No server-side LLM. Open now, limited time: recommend_gear and get_product_specs can be called WITHOUT an API key for cooking products. Call the tool; the server answers HTTP 402 with an x402 PAYMENT-REQUIRED challenge ($0.01 USDC on Base, eip155:8453); retry with the PAYMENT-SIGNATURE header. Up to 50 paid calls per wallet per day.
after · 43% of words in common
Up to six catalog recommendations from the deterministic TrailWeights query planner. Returns verified weight and price on the same selected option, provenance and source links. Optional weight cap in ounces and category filter. No server-side LLM.
Bounded canonical facts for one product: weight, price, selected option, up to six specs, provenance and source links. Includes weight confidence and conflict flags. Source quotations are not returned. Pass the product UUID or slug. Open now, limited time: recommend_gear and get_product_specs can be called WITHOUT an API key for cooking products. Call the tool; the server answers HTTP 402 with an x402 PAYMENT-REQUIRED challenge ($0.01 USDC on Base, eip155:8453); retry with the PAYMENT-SIGNATURE header. Up to 50 paid calls per wallet per day.
after · 42% of words in common
Bounded canonical facts for one product: weight, price, selected option, up to six specs, provenance and source links. Includes weight confidence and conflict flags. Source quotations are not returned. Pass the product UUID or slug.
recommend_gearchangeddescriptionmeaning changed
before
Up to six catalog recommendations from the deterministic TrailWeights query planner. Returns verified weight and price on the same selected option, provenance and source links. Optional weight cap in ounces and category filter. No server-side LLM.
after · 43% of words in common
Up to six catalog recommendations from the deterministic TrailWeights query planner. Returns verified weight and price on the same selected option, provenance and source links. Optional weight cap in ounces and category filter. No server-side LLM. Open now, limited time: recommend_gear and get_product_specs can be called WITHOUT an API key for cooking products. Call the tool; the server answers HTTP 402 with an x402 PAYMENT-REQUIRED challenge ($0.01 USDC on Base, eip155:8453); retry with the PAYMENT-SIGNATURE header. Up to 50 paid calls per wallet per day.
Bounded canonical facts for one product: weight, price, selected option, up to six specs, provenance and source links. Includes weight confidence and conflict flags. Source quotations are not returned. Pass the product UUID or slug.
after · 42% of words in common
Bounded canonical facts for one product: weight, price, selected option, up to six specs, provenance and source links. Includes weight confidence and conflict flags. Source quotations are not returned. Pass the product UUID or slug. Open now, limited time: recommend_gear and get_product_specs can be called WITHOUT an API key for cooking products. Call the tool; the server answers HTTP 402 with an x402 PAYMENT-REQUIRED challenge ($0.01 USDC on Base, eip155:8453); retry with the PAYMENT-SIGNATURE header. Up to 50 paid calls per wallet per day.
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
Endpoints
remote
auth
reachable
uptime 30d
p50
protocol
last ok
https://trailweights.com/api/mcpstreamable-http
api_key ${X_TRAILWEIGHTS_KEY}
no (4 failures)
46%
435 ms
2026-07-28, 2025-06-18
2026-10-14
Tools (8)
compare_gear
Compare two to six products using bounded spec rows, selected options, weight provenance and source links. Missing products are identified explicitly.
find_lighter_alternative
Up to six lighter alternatives preserving the source product function, with verified weights, savings, selected options and source links.
get_field_consensus
Bounded field-consensus label, confidence, evidence count and source links for one product. Internal scores, evidence claims and source quotations are not returned. Pass the product UUID or slug.
get_gear_reviews
Creator review provenance for one product: at most three mentions with creator name, source URL, timestamp and sentiment. Transcript text is not returned.
get_product_specs
Bounded canonical facts for one product: weight, price, selected option, up to six specs, provenance and source links. Includes weight confidence and conflict flags. Source quotations are not returned. Pass the product UUID or slug.
recommend_gear
Up to six catalog recommendations from the deterministic TrailWeights query planner. Returns verified weight and price on the same selected option, provenance and source links. Optional weight cap in ounces and category filter. No server-side LLM.
report_outcome
Optionally report whether a prior TrailWeights MCP result was used, cited, or helpful. The request_id must come from that result and the reporting caller must match the original caller. This writes telemetry only; it never changes catalog or account data.
search_corpus
Bounded decision evidence from the public catalog using the TrailWeights deterministic planner. Returns at most three product facts with source URLs. No raw corpus text, source slicing, or similarity scores.