Which integrations are available for this server?

Allows Apple Intelligence to access the TrailWeights gear corpus for product search, reviews, specifications, recommendations, comparisons, and pack templates.

TrailWeights MCP Server

Public Model Context Protocol server for the TrailWeights ultralight gear corpus. Lets ChatGPT, Claude, Apple Intelligence, Copilot, Gemini, and any MCP-compliant client search 5,000+ products, 40,000+ creator transcript chunks, and 21 in-house pack templates with verified weights and curated retailer buy links.

Transport

Streamable HTTP — JSON-RPC 2.0 over POST. Protocol version: 2025-06-18.

Related MCP server: PostgreSQL MCP Server

Auth

None. All tools are read-only. Rate limit: 60 requests/minute/IP. Rate-limit headers (x-ratelimit-limit, x-ratelimit-remaining, x-ratelimit-reset) ride every response.

Tools

Name	Args	Returns
`search_corpus`	`query`, `source_filter?`, `match_count?`	Top semantic matches across transcripts, products, packs, surveys, and the curated gear knowledge base.
`get_gear_reviews`	`product_id`	Up to 10 verified creator mentions with `youtube_url`, `timestamp_seconds`, and `snippet`.
`get_product_specs`	`product_id` or `slug`	Name, brand, category, verified weight (g & oz), MSRP, image, buy URL.
`recommend_gear`	`query`, `weight_cap_oz?`, `category?`, `limit?`	Catalog recommendations sorted by relevance with verified weights and buy links.
`compare_gear`	`product_ids[]` (2–6)	Side-by-side: name, brand, category, weight, MSRP, buy URL.
`find_lighter_alternative`	`product_id`, `limit?`	Up to 10 lighter same-category candidates sorted by weight, with `weight_savings_g`.
`get_pack_template`	`template_id` or `slug`	Full item list for one of the 21 in-house pack templates.

Quick start

# tools/list
curl -sX POST https://trailweights.com/api/mcp \
  -H 'content-type: application/json' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/list"}' | jq

# recommend_gear
curl -sX POST https://trailweights.com/api/mcp \
  -H 'content-type: application/json' \
  -d '{
    "jsonrpc":"2.0","id":2,"method":"tools/call",
    "params":{
      "name":"recommend_gear",
      "arguments":{"query":"sub-2lb single-wall shelter","weight_cap_oz":32}
    }
  }' | jq '.result.structuredContent.recommendations[0]'

Connect

{
  "mcpServers": {
    "trailweights": { "type": "streamable-http", "url": "https://trailweights.com/api/mcp" }
  }
}

Discovery manifest: https://trailweights.com/.well-known/mcp.json

This server cannot be installed

A

license - permissive license

-

quality - not tested

C

maintenance

How are these scores calculated?

Maintenance

–Maintainers

–Response time

–Release cycle

–Releases (12mo)

Commit activity

Resources

GitHub Repository

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TrailWeights MCP