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trailweights-mcp

R1· needs a key

Verified ultralight gear evidence for agents: weights, specs, reviews, consensus. Paid per call.

v0.5.0 · active · repository · website · descriptor JSON · versions

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.
Quality77good
Trust66of 100
Uptime, 30 days46%
Latency p50435 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "trailweights-mcp": {
      "type": "http",
      "url": "https://trailweights.com/api/mcp",
      "headers": {
        "x-trailweights-key": "${X_TRAILWEIGHTS_KEY}",
        "Authorization": "${X_TRAILWEIGHTS_KEY}"
      }
    }
  }
}
claude mcp add --transport http trailweights-mcp https://trailweights.com/api/mcp --header "x-trailweights-key: ${X_TRAILWEIGHTS_KEY}" --header "Authorization: ${X_TRAILWEIGHTS_KEY}"
[mcp_servers.trailweights-mcp]
url = "https://trailweights.com/api/mcp"
env_http_headers = { "x-trailweights-key" = "X_TRAILWEIGHTS_KEY", "Authorization" = "X_TRAILWEIGHTS_KEY" }
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "trailweights-mcp": {
      "type": "remote",
      "url": "https://trailweights.com/api/mcp",
      "enabled": true,
      "headers": {
        "x-trailweights-key": "{env:X_TRAILWEIGHTS_KEY}",
        "Authorization": "{env:X_TRAILWEIGHTS_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "trailweights-mcp": {
      "type": "http",
      "url": "https://trailweights.com/api/mcp",
      "headers": {
        "x-trailweights-key": "${X_TRAILWEIGHTS_KEY}",
        "Authorization": "${X_TRAILWEIGHTS_KEY}"
      }
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=trailweights-mcp&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vdHJhaWx3ZWlnaHRzLmNvbS9hcGkvbWNwIiwiaGVhZGVycyI6eyJ4LXRyYWlsd2VpZ2h0cy1rZXkiOiIke1hfVFJBSUxXRUlHSFRTX0tFWX0iLCJBdXRob3JpemF0aW9uIjoiJHtYX1RSQUlMV0VJR0hUU19LRVl9In19"
}
{
  "servers": {
    "trailweights-mcp": {
      "type": "http",
      "url": "https://trailweights.com/api/mcp",
      "headers": {
        "x-trailweights-key": "${X_TRAILWEIGHTS_KEY}",
        "Authorization": "${X_TRAILWEIGHTS_KEY}"
      }
    }
  }
}
{
  "mcpServers": {
    "trailweights-mcp": {
      "httpUrl": "https://trailweights.com/api/mcp",
      "headers": {
        "x-trailweights-key": "${X_TRAILWEIGHTS_KEY}",
        "Authorization": "${X_TRAILWEIGHTS_KEY}"
      }
    }
  }
}
extensions:
  "trailweights-mcp":
    enabled: true
    name: "trailweights-mcp"
    type: streamable_http
    uri: "https://trailweights.com/api/mcp"
    headers:
      "x-trailweights-key": "${X_TRAILWEIGHTS_KEY}"
      "Authorization": "${X_TRAILWEIGHTS_KEY}"
    timeout: 300

Placeholders to fill from your own secret store: ${X_TRAILWEIGHTS_KEY}, ${X_TRAILWEIGHTS_KEY}. The registry never accepts secret values.

Quality 77 / 100good

protocol100 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • pass
    protocol.list_ttltool list is cacheable (ttlMs 86400000)
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    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.

  • get_product_specschangeddescriptionmeaning changed
    before

    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.

  • get_product_specschangeddescriptionmeaning changed
    before

    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.

Full history: list_changes · trend: quality JSON.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 66 / 100

unreachable
provenance85
liveness0
freshness100
hygiene100

+repository +dns-namespace +website -unreachable(4 failures) +updated-8d-ago

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://trailweights.com/api/mcp streamable-httpapi_key ${X_TRAILWEIGHTS_KEY}no (4 failures)46%435 ms2026-07-28, 2025-06-182026-10-14

Tools (8)

compare_gearCompare two to six products using bounded spec rows, selected options, weight provenance and source links. Missing products are identified explicitly.
find_lighter_alternativeUp to six lighter alternatives preserving the source product function, with verified weights, savings, selected options and source links.
get_field_consensusBounded 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_reviewsCreator review provenance for one product: at most three mentions with creator name, source URL, timestamp and sentiment. Transcript text is not returned.
get_product_specsBounded 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_gearUp 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_outcomeOptionally 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_corpusBounded 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.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "com.trailweights/trailweights-mcp",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://trailweights.com/api/mcp",
      "type": "streamable-http",
      "headers": [
        {
          "name": "x-trailweights-key",
          "isSecret": true,
          "isRequired": true,
          "description": "TrailWeights-issued API key from https://trailweights.com/mcp. Every tool call is paid: one prepaid credit or $0.01 USDC via x402 on Base. Authorization: Bearer <key> also accepted."
        }
      ]
    }
  ],
  "version": "0.5.0",
  "repository": {
    "url": "https://github.com/RustFreeOne/trailweights-mcp",
    "source": "github"
  },
  "websiteUrl": "https://trailweights.com/mcp",
  "description": "Verified ultralight gear evidence for agents: weights, specs, reviews, consensus. Paid per call."
}