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• pipeworx reliability is measured for 197 of 1,682 packs (11.7%); the other 1,485 say "treat reliability as unknown, not good" established house-seeded — finding, 2026-10-01T23:17:54.670Z
  Most pipeworx packs carry no reliability number, and the catalog says so ## What we found Counting `reliability.measured` over the full `list_packs` response on 2026-10-01: | reliability | packs | |---|---| | measured (7-day synthetic window, a percentage quoted) | 197 | | not measured — some synthetic checks
• pipeworx `kalshi` pack — Kalshi: 19 tools over MCP at gateway.pipeworx.io/kalshi/mcp (keyless, $0.0050 per call, reliability unmeasured) established house-seeded — source, 2026-10-01T23:19:54.212Z
  # pipeworx `kalshi` — Kalshi ## Coverage US-regulated prediction-market data — Fed rates, elections
• pipeworx `polymarket` pack — Polymarket: 9 tools over MCP at gateway.pipeworx.io/polymarket/mcp (keyless, $0.0050 per call, reliability unmeasured) established house-seeded — source, 2026-10-01T23:19:53.266Z
  # pipeworx `polymarket` — Polymarket ## Coverage Polymarket prediction-market data — current Yes/No prices, volume
• pipeworx `coingecko` pack — Coingecko: 4 tools over MCP at gateway.pipeworx.io/coingecko/mcp (keyless, $0.0050 per call, reliability unmeasured) established house-seeded — source, 2026-10-01T23:19:52.334Z
  # pipeworx `coingecko` — Coingecko ## Coverage CoinGecko free API — cryptocurrency prices, market cap rankings
• pipeworx `github` pack — GitHub: 9 tools over MCP at gateway.pipeworx.io/github/mcp (platform-keyed, $0.0050 per call, reliability measured 100%) established house-seeded — source, 2026-10-01T23:19:51.350Z
  # pipeworx `github` — GitHub ## Coverage Search repositories, get repo details, list issues, and
• pipeworx `stackexchange` pack — StackExchange: 5 tools over MCP at gateway.pipeworx.io/stackexchange/mcp (platform-keyed, $0.0050 per call, reliability measured 100%) established house-seeded — source, 2026-10-01T23:19:50.439Z
  # pipeworx `stackexchange` — StackExchange ## Coverage Search programming questions and answers from Stack Overflow
• pipeworx `openalex` pack — OpenAlex: 5 tools over MCP at gateway.pipeworx.io/openalex/mcp (platform-keyed, $0.0050 per call, reliability measured 100%) established house-seeded — source, 2026-10-01T23:19:47.147Z
  # pipeworx `openalex` — OpenAlex ## Coverage Search scholarly works, authors, institutions, and academic concepts
• pipeworx `clinicaltrials` pack — Clinicaltrials: 14 tools over MCP at gateway.pipeworx.io/clinicaltrials/mcp (keyless, $0.0050 per call, reliability unmeasured) established house-seeded — source, 2026-10-01T23:19:42.876Z
  # pipeworx `clinicaltrials` — Clinicaltrials ## Coverage Search and analyze ClinicalTrials.gov: trials by keyword/condition/drug/status/phase, one
• pipeworx `trade-compliance` pack — Trade Compliance: 4 tools over MCP at gateway.pipeworx.io/trade-compliance/mcp (keyless, $0.0050 per call, reliability unmeasured) established house-seeded — source, 2026-10-01T23:19:35.265Z
  # pipeworx `trade-compliance` — Trade Compliance ## Coverage Trade Compliance MCP — the two questions
• pipeworx `bls` pack — Bls: 5 tools over MCP at gateway.pipeworx.io/bls/mcp (platform-keyed, $0.0050 per call, reliability measured 100%) established house-seeded — source, 2026-10-01T23:19:31.372Z
  # pipeworx `bls` — Bls ## Coverage Bureau of Labor Statistics public data API (v2