Head to head
MCP vs Pariflow Agent
Same numbers we show everywhere else, lined up. Ratings come from users, the grade comes from our scanner, adoption comes from public registries.
No reviews yet
US/HK markets — 163 tools: quotes, options, orders, fundamentals, screener, IPO, alerts, DCA & grid
Full listingNo reviews yet
Search prediction markets, preview trades, and place explicitly confirmed Pariflow orders.
Full listingThe short version
Neither has been reviewed yet, so the comparison rests on the scan and the public usage numbers. The safety scan favours MCP (100/100 against 58). MCP is hosted and callable through the gateway; Pariflow Agent runs on your own machine. MCP has noticeably more public adoption.
| MCP | Pariflow Agent | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A100/100 | C58/100 |
| Adoption | Growing | New |
| GitHub stars | 14 | – |
| Downloads / week | – | 9 |
| Runs where | Hosted (remote) | Your machine (local) |
| Gateway-ready | Yes | No |
| Tools | — | — |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | SEE LICENSE IN LICENSE |
| Last release | 2026-09-22 | — |
| Category | E-commerce | E-commerce |