Head to head
AKShare vs Agent Discovery Doctor - llms.txt, agent card, mcp.json
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
Let a model explore AKShare's 1000+ China market data functions on its own — search, inspect, call
Full listing
Agent Discovery Doctor - llms.txt, agent card, mcp.json
Cdev.workers.pathwren.www/agent-discovery-doctorNo reviews yet
{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"whoami","arguments":{}}} free no key
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 AKShare (86/100 against 69). Agent Discovery Doctor - llms.txt, agent card, mcp.json is hosted and callable through the gateway; AKShare runs on your own machine. AKShare has noticeably more public adoption.
| AKShare | Agent Discovery Doctor - llms.txt, agent card, mcp.json | |
|---|---|---|
| User rating | No reviews yet | No reviews yet |
| Safety grade | A86/100 | C69/100 |
| Adoption | Growing | New |
| GitHub stars | 525 | – |
| Downloads / week | – | – |
| Runs where | Your machine (local) | Hosted (remote) |
| Gateway-ready | No | Yes |
| Tools | 3 | 8 |
| Write actions | — | — |
| Price per call | Free | Free |
| Licence | Apache-2.0 | — |
| Last release | 2026-09-19 | — |
| Category | AI and agents | AI and agents |