ื›ืœ ื”ืžืืžืจื™ื

$ cat articles/monid-agent-tool-gateway.md

ืคื™ืจื•ืงยท ืคื™ืชื•ื—ยท ืื•ื˜ื•ืžืฆื™ื”ยท 7 ื“ืงืณ ืงืจื™ืื”ยท 17 ื‘ืกืคื˜ืณ 2026

ืžืคืชื— ืื—ื“ ื‘ืžืงื•ื ืชืจื™ืกืจ: ืžื” Monid ื™ื•ื“ืข ืœืขืฉื•ืช, ื•ื›ืžื” ื›ืœื™ื ื‘ืืžืช ื™ืฉ ืฉื?

ื“ืžื™ื™ื ื• ืฉื”ืกื•ื›ืŸ ืฉืœื›ื ื›ื‘ืจ ืœื ืฆืจื™ืš ื—ืฉื‘ื•ืŸ ืืฆืœ ื›ืœ ืฉื™ืจื•ืช: ื”ื•ื ืžื•ืฆื ื‘ืขืฆืžื• ื ืงื•ื“ืช ืงืฆื” ืžืชืื™ืžื”, ืจื•ืื” ืืช ื”ืžื—ื™ืจ ื•ืืช ื–ืžืŸ ื”ืชื’ื•ื‘ื” ืขื•ื“ ืœืคื ื™ ื”ืงืจื™ืื”, ื•ืžืฉืœื ืจืง ืขืœ ืžื” ืฉื—ื–ืจ. ื›ื›ื” ื‘ื ื•ื™ Monid ืฉื™ืฆื ื”ืฉื‘ื•ืข. ื”ืชืงื ื• ืื•ืชื•, ื”ืจืฆื ื• ืืช ื”ื‘ื“ื™ืงื•ืช, ืžืฆืื ื• ื‘ืื’ ื‘-Windows ื•ืกืคืจื ื• ืืช ื”ืงื˜ืœื•ื’ ื‘ื™ื“ื™ื™ื.

7 ื“ืงืณื ื‘ื“ืง ืขื Monid ื‘ื’ืจืกืช ื”ืงื•ืžื™ื˜ ืž-17 ื‘ืกืคื˜ืžื‘ืจ 2026, โ€Deno 2.9.6, โ€Windows 11. ื”ืจืฆื ื• ื‘ืขืฆืžื ื• deno task check, โ€deno task test ื•-deno task catalog
ื›ืจื™ื›ืช ื”ืžืืžืจ: ืžื—ื–ื™ืง ืžืคืชื—ื•ืช ืฉื ืฉืืจ ื‘ื• ืžืคืชื— ืื—ื“, ื•ื”ืฉืืจ ืชืœื•ื™ื™ื ื’ื–ื•ืจื™ื

ื‘ืžืกืคืจื™ื

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ื ืงื•ื“ื•ืช ืงืฆื” ื‘ืžืื’ืจ ื”ืคืชื•ื—
2,000+
ื›ืœื™ื ืฉื”-README ืžื‘ื˜ื™ื—
787
ื‘ื“ื™ืงื•ืช ื™ืจื•ืงื•ืช ื‘ื”ืจืฆื” ืฉืœื ื•
21
ืกืคืงื™ื ื‘ื—ืœืง ื”ืคืชื•ื— ืฉืœ ื”ืงื˜ืœื•ื’
ื‘ืงืฆืจื”

โ€Monid ื™ืฆื ื‘-16 ื‘ืกืคื˜ืžื‘ืจ 2026: ืฉืขืจ ื›ืœื™ื ืœืกื•ื›ื ื™ื ื‘ืจื™ืฉื™ื•ืŸ MIT, ื›ืชื•ื‘ ืขืœ Deno 2.x. ืžืคืชื— ืื—ื“ ื‘ืžืงื•ื ื—ืฉื‘ื•ืŸ ืืฆืœ ื›ืœ ืกืคืง, ื•ืฉืœื•ืฉื” ืคืขืœื™ื: โ€discover ืžื“ืจื’ ืืช ื›ืœ ื”ืงื˜ืœื•ื’ ืžื•ืœ ื”ืžืฉื™ืžื”, โ€inspect ืžื—ื–ื™ืจ ืืช ื—ื•ื–ื” ื ืงื•ื“ืช ื”ืงืฆื”, โ€run ืžื‘ืฆืข. ื”ืฉื ื™ื™ื ื”ืจืืฉื•ื ื™ื ื—ื™ื ื. ื”ื”ื—ืœื˜ื” ื”ื”ื ื“ืกื™ืช ื”ืžืจื›ื–ื™ืช ื ืžืฆืืช ื‘ื—ื™ื•ื‘: ื”ืžื ื•ืข ืžื—ืฉื‘ ืžื•ืœ ื”ืชืฉื•ื‘ื” ื”ื’ื•ืœืžื™ืช ืœืคื ื™ ื›ืœ ื”ืžืจืช ืคืœื˜, ื•ืœื›ืŸ ืฉื’ื™ืืช ืกืคืง ืื• ืชื•ืฆืื” ืจื™ืงื” ืขื•ืœื•ืช ืืคืก. ื”ืชืงื ื• ื•ื‘ื“ืงื ื•: โ€787 ื‘ื“ื™ืงื•ืช ื™ืจื•ืงื•ืช, ืื‘ืœ deno task catalog ื ื•ืคืœ ื‘-Windows ืขื os error 123, ื•ืชื™ืงื•ืŸ ื‘ืฉื•ืจื” ืื—ืช ืคื•ืชืจ. ื’ื ื”ืงื˜ืœื•ื’ ืงื˜ืŸ ืžื”ืžื•ื‘ื˜ื—: ื”-README ืื•ืžืจ 2,000+ ื›ืœื™ื, ื”ืืชืจ 1,700, ื•ื‘ืžืื’ืจ ื”ืคืชื•ื— ืกืคืจื ื• 21 ืกืคืงื™ื ื•-340 ื ืงื•ื“ื•ืช ืงืฆื”, ื›ื™ ืžื” ืฉืคืชื•ื— ื”ื•ื ืฉื›ื‘ืช ื”ืžื—ื‘ืจื™ื ื‘ืขื•ื“ ื”ืงื˜ืœื•ื’ ื”ืžืœื ื—ื™ ื‘ืฉื™ืจื•ืช ื”ืžืื•ื—ืกืŸ.

ืœื›ืœ ืžื™ ืฉื—ื™ื‘ืจ ืคืขื ื ืชื•ื ื™ื ื—ื™ืฆื•ื ื™ื™ื ืœืกื•ื›ืŸ ื™ืฉ ืืช ืื•ืชื” ืชื™ืงื™ื™ื” ื‘ืจืืฉ: ืžืคืชื— ืœืžื ื•ืข ื”ื—ื™ืคื•ืฉ, ืžืคืชื— ืœื’ื•ืจืฃ, ืžืคืชื— ืœื”ืขืฉืจืช ื—ื‘ืจื•ืช, ืžืคืชื— ืœืžื—ื•ืœืœ ื”ืชืžื•ื ื•ืช. ืœื›ืœ ืื—ื“ ืžื‘ื ื” ืชืฉื•ื‘ื” ืžืฉืœื•, ื—ื™ื•ื‘ ืžืฉืœื•, ื•ื“ืจืš ืžืฉืœื• ืœื’ื‘ื•ืช ืžื—ื™ืจ ืžืœื ืขืœ ืชื•ืฆืื” ืจื™ืงื”.

โ€Monid ืžืฆื™ืข ืœื›ื•ื•ืฅ ืืช ื”ืชื™ืงื™ื™ื” ื”ื–ืืช ืœืžืคืชื— ืื—ื“. ื”ื•ื ื™ืฆื ื‘-16 ื‘ืกืคื˜ืžื‘ืจ, ืจื™ืฉื™ื•ืŸ MIT, ื›ืชื•ื‘ ืขืœ Deno. ื”ื›ื•ืชื‘ื™ื ืžื ืกื—ื™ื ืืช ื”ืจืขื™ื•ืŸ ื‘ืขืฆืžื: โ€OpenRouter, ืื‘ืœ ืœื›ืœื™ื.

ื”ืชืงื ื• ื•ื‘ื“ืงื ื•, ื›ื™ ืœื›ืชื•ื‘ ืขืœ ื›ืœื™ ืœืคื™ ื”-README ืฉืœื• ื–ื” ืœื ื‘ืกื“ืจ.

ืฉื›ื‘ืช ื”ืžื—ื‘ืจื™ื: ืคื•ืจืžื˜ ื“ืงืœืจื˜ื™ื‘ื™ ืื—ื“ ืฉื‘ื• ืžืชื•ืืจ ื›ืœ ืื—ืช ืžื ืงื•ื“ื•ืช ื”ืงืฆื”. ื”ื•ืกืคืช API ืžืฉืœื›ื ื”ื™ื pull request, ืœื ืขื•ื“ ืกืคืจื™ื™ืช ืœืงื•ื—.

ืงื•ืžื™ื˜ ื”ื—ื•ื“ืฉื ื‘ื“ืง 17 ื‘ืกืคื˜ืžื‘ืจ 2026

ืฉืœื•ืฉื” ืคืขืœื™ื, ื•ื”ืจืืฉื•ื ื™ื ื—ื™ื ื

discover ืžืงื‘ืœ ืืช ื”ืžืฉื™ืžื” ื•ืžื“ืจื’ ืžื•ืœื” ืืช ื›ืœ ื”ืงื˜ืœื•ื’ ื‘ื›ืœ ื”ืกืคืงื™ื ื‘ื‘ืช ืื—ืช, ื•ืžื—ื–ื™ืจ ืžื•ืขืžื“ื™ื ืขื ืžื—ื™ืจ, ืžืฆื‘ ื—ื™ ื•ื–ืžื ื™ ืชื’ื•ื‘ื” ื ืฆืคื™ื. inspect ืžื—ื–ื™ืจ ืืช ื”ื—ื•ื–ื” ื”ืžืœื ืฉืœ ื ืงื•ื“ืช ืงืฆื”. run ืžื‘ืฆืข ื•ืžื—ื•ื™ื‘.

ื”ื“ื™ืจื•ื’ ืžื—ื–ื™ืจ ืžื•ืขืžื“ื™ื, ืื‘ืœ ื”ื‘ื—ื™ืจื” ื‘ืื—ื“ ืžื”ื ื”ื™ื ืขื“ื™ื™ืŸ ื”ื—ืœื˜ื”, ื•ืœื ื—ื™ื™ื‘ื™ื ืœืžืกื•ืจ ืื•ืชื” ืœืื•ืชื• ืžื•ื“ืœ ื’ื“ื•ืœ ืฉื›ื•ืชื‘ ืืช ื”ืงื•ื“. ื‘ื“ื™ื•ืง ืœืฆืžืชื™ื ื›ืืœื” ื ื‘ื ื” Jev, ืžื•ื“ืœ ื”ื”ื—ืœื˜ื•ืช ืฉื™ืฆื ื™ื•ื ืื—ืจื™ Monid.

ื”ื˜ืขื ื‘ื”ืคืจื“ื” ื”ื–ืืช ื”ื•ื ืฉื ืงื•ื“ืช ื”ืงืฆื” ื ื‘ื—ืจืช ื‘ื–ืžืŸ ื”ืงืจื™ืื”, ื•ืœื ืžืงื•ื‘ืขืช ื‘ืงื•ื“ ืœืคื ื™ ื—ืฆื™ ืฉื ื” ืœื˜ื•ื‘ืช ื”ืกืคืง ืฉื”ืกืคื™ืงื• ืื– ืœืฉืœื‘.

ืื™ืคื” ื”ื”ื ื“ืกื” ื”ืืžื™ืชื™ืช

ืœื ื‘ืงื˜ืœื•ื’. ื‘ืื•ืคืŸ ืฉื‘ื• ืกื•ืคืจื™ื ืืช ื”ื›ืกืฃ.

ื›ืœ ืžื—ื‘ืจ ืžืฆื”ื™ืจ ืขืœ ืžื•ื“ืœ ื”ื—ื™ื•ื‘ ืฉืœื• ื‘ืชื•ืš ื”ื”ื’ื“ืจื”: ืžื—ื™ืจ ืื—ื™ื“ ืœืงืจื™ืื”, ืžื—ื™ืจ ืœื›ืœ ืชื•ืฆืื” ืฉืžื•ื—ื–ืจืช, ืื• ืชืขืจื™ืฃ ืœื™ื—ื™ื“ื” ื›ืžื• ืฉื ื™ื™ื” ืฉืœ ื•ื™ื“ืื•. ื”ืžื ื•ืข ืžืกื“ื™ืจ ื–ืืช ืžื•ืœ ืžืขื˜ืคืช ื”ืชืฉื•ื‘ื” ื”ื’ื•ืœืžื™ืช, ืœืคื ื™ ื›ืœ ื”ืžืจื” ืฉืœ ื”ืคืœื˜. ืžื” ืฉืžื—ื•ื™ื‘ ื”ื•ื ืžื” ืฉื‘ืืžืช ื”ื’ื™ืข ื‘ื—ื•ื˜.

ืžื›ืืŸ ื ื•ื‘ืข ื“ื‘ืจ ืฉืœื ืจื•ืื™ื ื”ืจื‘ื” ื‘-API ื‘ืชืฉืœื•ื: ืฉื’ื™ืืช ืกืคืง, ื—ื‘ืจื” ืฉืœื ื ืžืฆืื”, ืื“ื ืฉืœื ื–ื•ื”ื”, ื›ื•ืœื ืžืกืชื™ื™ืžื™ื ื›ื ืชื•ื ื™ื ื•ืขื•ืœื™ื ืืคืก. ืืชื ืœื ืžืฉืœืžื™ื ืขืœ ืจื™ืง.

ื”ื—ืœื˜ื” ืฉื ื™ื™ื” ื‘ืื•ืชื” ืจืžื”: ืชื™ืื•ืจ ื ืงื•ื“ืช ื”ืงืฆื” ื”ื•ื ื”ืžื•ืฆืจ ืขืฆืžื•, ื›ื™ ื”ื•ื ืžื” ืฉ-discover ืžื“ืจื’. ื‘ื“ื•ื’ืžื” ืฉืœ ื”ื›ื•ืชื‘ื™ื ืชื™ืื•ืจ ื”ื—ื™ืคื•ืฉ ืžืกืชื™ื™ื ื‘ื”ื•ื“ืื” ืฉื ืงื•ื“ืช ื”ืงืฆื” ื”ื–ืืช ืžื—ื–ื™ืจื” ืจืง ืชืงืฆื™ืจื™ื ื•ืฉื”ื˜ืงืกื˜ ื”ืžืœื ื ืžืฆื ื‘ืฉื›ื ื”. ื ืงื•ื“ืช ืงืฆื” ืฉืžืคื ื” ืœื™ื•ืจืฉืช ืฉืœื” ืฉื•ื•ื” ื™ื•ืชืจ ืžื›ืœ ืชื™ืขื•ื“ ืคืจืžื˜ืจื™ื.

ืžื” ื‘ื“ืงื ื• ื‘ื™ื“ื™ื™ื

ื”ืชืงื ื” ื•ืื™ืžื•ืช (ื ื“ืจืฉ Deno 2.x)
git clone --depth 1 https://github.com/monid-ai/monid.git
cd monid
deno task check && deno task test

ื‘ื“ื™ืงื•ืช ื™ืจื•ืงื•ืช ื‘ืœื™ ืืฃ ื›ื™ืฉืœื•ืŸ, ื‘ืฉืฉ ื“ืงื•ืช ื•-25 ืฉื ื™ื•ืช. ื”ืŸ ืจืฆื•ืช ืžื•ืœ ืชืฉื•ื‘ื•ืช ืžื•ืงืœื˜ื•ืช ื•ืœื ื ื•ื’ืขื•ืช ื‘ืจืฉืช

ื”ื”ืจืฆื” ืฉืœื ื• ืขืœ Deno 2.9.6, โ€Windows 11, โ€17 ื‘ืกืคื˜ืžื‘ืจ 2026

ื‘ื“ื™ืงื•ืช ืฉื—ื–ื•ืจ ื‘ืžืงื•ื ืงืจื™ืื•ืช ื—ื™ื•ืช ื”ืŸ ื”ื‘ื—ื™ืจื” ื”ื ื›ื•ื ื”: ืื™ ืืคืฉืจ ืœื”ืจื™ืฅ 340 ื ืงื•ื“ื•ืช ืงืฆื” ื‘ืืžืช ื‘ื›ืœ ืงื•ืžื™ื˜, ื•ื‘ื›ืœ ื–ืืช ืฆืจื™ืš ืœื‘ื“ื•ืง ืืช ืคืขื ื•ื— ื”ืชืฉื•ื‘ื” ื•ืืช ื—ื™ืฉื•ื‘ ื”ืขืœื•ืช.

ื”ืคืงื•ื“ื” ื”ื‘ืื”, ืœืขื•ืžืช ื–ืืช, ื ืคืœื”.

deno task catalog providers
error: Uncaught (in promise) Error: The filename, directory name, or
volume label syntax is incorrect. (os error 123)
at versionOf (scripts/lib.ts:20:20)

ื”ืกื™ื‘ื” ื”ื™ื ืฉื•ืจื” ืื—ืช ื‘-scripts/lib.ts: ืฉื•ืจืฉ ื”ืžืื’ืจ ื ืœืงื— ื›-new URL("../", import.meta.url).pathname. ื‘-Windowsโ€ .pathname ืฉืœ ื›ืชื•ื‘ืช ืงื•ื‘ืฅ ืžื—ื–ื™ืจ /C:/Users/... ืขื ืœื•ื›ืกืŸ ืžื•ื‘ื™ืœ, ื•-join() ืžืจื›ื™ื‘ ืžื–ื” ื ืชื™ื‘ ืฉืœื ืงื™ื™ื, \C:\Users\.... ื’ื ื”ืชื™ืงื•ืŸ ื”ื•ื ืฉื•ืจื” ืื—ืช, ืขื ืคื•ื ืงืฆื™ื” ืžืกืคืจื™ื™ืช ื”ืชืงืŸ:

ts
import { fromFileUrl, join } from "@std/path";

export const REPO_ROOT = fromFileUrl(new URL("../", import.meta.url));

ืฉื™ืžื• ืœื‘ ืฉ-check ื•-test ืœื ืชื•ืคืกื™ื ืืช ื–ื”: ื”ื‘ื“ื™ืงื•ืช ืœื ืขื•ื‘ืจื•ืช ื“ืจืš ื”ืงื•ื‘ืฅ ื”ื–ื”, ื•ืœื›ืŸ ื‘ื ื™ื™ื” ื™ืจื•ืงื” ืขืœ Linux ืœื ืื•ืžืจืช ื“ื‘ืจ ืขืœ Windows.

ืชืจื•ืžื” ืจืืฉื•ื ื” ื˜ื•ื‘ื”

ื–ื” ื‘ื“ื™ื•ืง ื”ื’ื•ื“ืœ ืฉืœ ืžืฉื™ืžื” ืฉื ื•ื— ืœื”ื™ื›ื ืก ืื™ืชื” ืœืคืจื•ื™ืงื˜ ืคืชื•ื— ืฉืœ ืžื™ืฉื”ื• ืื—ืจ: ืฉื’ื™ืื” ืฉื ื™ืชืŸ ืœืฉื—ื–ืจ, ืกื™ื‘ื” ื‘ืจื•ืจื”, ืชื™ืงื•ืŸ ื‘ืฉืชื™ ืฉื•ืจื•ืช, ื•ืคื•ื ืงืฆื™ื” ืกื˜ื ื“ืจื˜ื™ืช ื‘ืžืงื•ื ื›ื–ื• ืฉื ื›ืชื‘ื” ื‘ื™ื“. ืœืžืื’ืจ ื™ืฉ 31 forks ื•-12 PR ืคืชื•ื—ื™ื, ื›ืš ืฉืชืจื•ืžื•ืช ืขื“ื™ื™ืŸ ื ืงืœื˜ื•ืช ื‘ืคื•ืขืœ.

ื›ืžื” ื›ืœื™ื ื‘ืืžืช ื™ืฉ ืฉื

ื‘ืจื’ืข ืฉื”ืงื˜ืœื•ื’ ืขื‘ื“, ืกืคืจื ื• ืื•ืชื•.

ืื™ืคื”ืžื” ืžื•ืฆื”ืจ
README ืฉืœ ื”ืžืื’ืจ2,000+ ื›ืœื™ื, 72+ ืกืคืงื™ื
ื”ืืชืจ monid.ai1,700 ื›ืœื™ื ื•-API
ื”ืžืื’ืจ ื”ืคืชื•ื—, ื”ืกืคื™ืจื” ืฉืœื ื•21 ืกืคืงื™ื, 340 ื ืงื•ื“ื•ืช ืงืฆื”

ื–ื• ืœื ื”ื˜ืขื™ื”, ืื‘ืœ ื›ื“ืื™ ืœื”ื›ื™ืจ ืืช ื”ื”ืคืจืฉ. ืžื” ืฉืคืชื•ื— ื”ื•ื ืฉื›ื‘ืช ื”ืžื—ื‘ืจื™ื: ื”ืคื•ืจืžื˜ ื•ื”ืกืคืงื™ื ืฉื›ื‘ืจ ืชื•ืืจื• ื‘ื•, ื‘ืขื•ื“ ื”ืงื˜ืœื•ื’ ื”ืžืœื ื—ื™ ื‘ืฉื™ืจื•ืช ื”ืžืื•ื—ืกืŸ ื•ืื™ ืืคืฉืจ ืœืืžืช ืื•ืชื• ืžื”ืžืื’ืจ. ื”ื—ืœืง ื”ืคืชื•ื— ื ืจืื” ื”ื’ื™ื•ื ื™: โ€Apify ืขื 46 ื ืงื•ื“ื•ืช ืงืฆื”, โ€Ahrefs ืขื 36, โ€Firecrawl, โ€Exa ื•ืžื—ื•ืœืœื™ ื”ื•ื•ื™ื“ืื• Kling ื•-MiniMax. ืฉืœื™ืฉ ืžื”ืงื˜ืœื•ื’ ื”ื•ื Surf ืœื‘ื“ื•, ืขื 105 ื ืงื•ื“ื•ืช ืงืฆื” ืฉืœ ืื ืœื™ื˜ื™ืงืช ืงืจื™ืคื˜ื•.

ืขืœ ื›ืกืฃ ื”ืชื™ืขื•ื“ ืื•ืžืจ ืคื—ื•ืช ืžืžื” ืฉื”ื™ื™ื ื• ืจื•ืฆื™ื: ืžื•ื“ืœื™ ื”ื—ื™ื•ื‘ ืžืชื•ืืจื™ื, ืื‘ืœ ื”ืขืžืœื” ืฉืœ ื”ืคืœื˜ืคื•ืจืžื” ื•ืงื™ื•ืžื• ืฉืœ ืžืกืœื•ืœ ื—ื™ื ืžื™ ืœื ื ื—ืฉืคื™ื.

โ€Monid ืื• MCP: ืืœื” ื“ื‘ืจื™ื ืฉื•ื ื™ื

ื”ืฉืืœื” ืฉื›ืœ ืžื™ ืฉื›ื‘ืจ ืžืจื™ืฅ ืขืจื™ืžื” ืฉืœ ืฉืจืชื™ MCP ืฉื•ืืœ.

ืฉืจืช MCPMonid
ืžื” ื–ื”ืคืจื•ื˜ื•ืงื•ืœ ื‘ื™ืŸ ืœืงื•ื— ืœื›ืœื™ืฉืขืจ ืืœ API ื‘ืชืฉืœื•ื ืฉืœ ืฆื“ ืฉืœื™ืฉื™
ืื™ืคื” ื–ื” ืจืฅืžืงื•ืžื™ืช, ืื• ืขืœ ืฉืจืช ืฉืœื›ืื‘ืฆื“ ืฉืœ Monid, ืžืขืœ ื”ืกืคืงื™ื
ืžืคืชื—ื•ืช ืกืคืงื™ืืฉืœื›ื, ืื—ื“ ืœื›ืœ ืกืคืงืžืคืชื— ืฉืขืจ ืื—ื“, ื”ืกืคืงื™ื ืžืื—ื•ืจื™ื•
ืชืฉืœื•ืืžืฉืœืžื™ื ื™ืฉื™ืจื•ืช ืœืกืคืงืœืคื™ ืงืจื™ืื”, ืืคืก ืขืœ ืชืฉื•ื‘ื” ืจื™ืงื”
ื‘ื—ื™ืจืช ื”ื›ืœื™ืืชื ืžื—ืœื™ื˜ื™ื ืžืจืืฉ ืžื” ืœื—ื‘ืจdiscover ื‘ื•ื—ืจ ื‘ื–ืžืŸ ื”ืงืจื™ืื”
ืžื—ื™ืจ ื”ื”ืงืฉืจื”ืกื›ืžื•ืช ืฉืœ ื›ืœ ืฉืจืช ื ื•ืกืขื•ืช ื‘ื›ืœ ื‘ืงืฉื”ืฉืœื•ืฉื” ืคืขืœื™ื ื‘ืžืงื•ื ืขืฉืจื•ืช ืกื›ืžื•ืช

ื”ืฉื•ืจื” ื”ืื—ืจื•ื ื” ืžืขื ื™ื™ื ืช ื™ื•ืชืจ ืžืฉื”ื™ื ื ืจืื™ืช, ื•ืคื™ืจืงื ื• ืื•ืชื” ื‘ืžืืžืจ ืื—ืจ ื‘ืื•ืชื• ื™ื•ื: ื›ืœ ืฉืจืช MCP ืฉืืชื ืžื—ื‘ืจื™ื ื›ื•ืชื‘ ืืช ื”ืกื›ืžื•ืช ืฉืœื• ืœืงืจื™ืื” ื”ืจืืฉื•ื ื” ืืœ ื”ืžื•ื“ืœ, ื•ื”ื”ืงืฉืจ ื”ืคื•ืชื— ื’ื“ืœ. ืฉืขืจ ืฉืžืกืชื™ืจ ืžืื•ืช ื ืงื•ื“ื•ืช ืงืฆื” ืžืื—ื•ืจื™ ืฉืœื•ืฉื” ืคืขืœื™ื ืžืฉื ื” ืืช ื”ื—ืฉื‘ื•ืŸ ื”ื–ื” ืœื˜ื•ื‘ืชื›ื. ืœ-Monid ื™ืฉ ื ืงื•ื“ืช ืงืฆื” ืฉืœ MCP ื‘ื“ื™ื•ืง ืœืฉื ื›ืš, ื›ืš ืฉืืคืฉืจ ืœื—ื‘ืจ ืื•ืชื• ื›ืฉืจืช ืจื’ื™ืœ.

ื—ืœื•ืงื” ื”ื’ื™ื•ื ื™ืช: โ€MCP ืœืžื” ืฉื—ื™ ืืฆืœื›ื (ืงื‘ืฆื™ื, git, ื‘ืกื™ืก ื”ื ืชื•ื ื™ื, ืฉื™ืจื•ืชื™ื ืคื ื™ืžื™ื™ื), ื•ืฉืขืจ ืœืžื” ืฉื—ื™ ืืฆืœ ืกืคืงื™ื ื•ืขื•ืœื” ื›ืกืฃ.

ืœืžื™ ื–ื” ืžืชืื™ื ืขื›ืฉื™ื•

ืฉื•ื•ื” ืœื”ืกืชื›ืœ ืื ืืชื ื‘ื•ื ื™ื ืกื•ื›ืŸ ืฉืฆืจื™ืš ื ืชื•ื ื™ื ื—ื™ืฆื•ื ื™ื™ื ืžื’ื•ื•ื ื™ื, ื•ื ืžืืก ืœื›ื ืœืคืขื ื— ื—ืžื™ืฉื” ืžื‘ื ื™ ืชืฉื•ื‘ื” ื•ืœื”ืชืื™ื ื—ืžื™ืฉื” ื—ืฉื‘ื•ื ื•ืช. ื‘ืžื™ื•ื—ื“ ืื ืžืขืจืš ื”ืžืงื•ืจื•ืช ืœื ื™ื“ื•ืข ืžืจืืฉ, ื›ื™ ืื– discover ืขื•ื‘ื“ ื‘ืฉื‘ื™ืœื›ื. ืฉื•ื•ื” ืœื”ืžืชื™ืŸ ืื ื™ืฉ ืœื›ื ืžืงื•ืจ ืื—ื“ ืื• ืฉื ื™ื™ื ืฉื›ื‘ืจ ืžื—ื•ื‘ืจื™ื. ืฉื•ื•ื” ืœื”ืฆื˜ืจืฃ ืื ื™ืฉ ืœื›ื API ื•ืืชื ืจื•ืฆื™ื ืขืจื•ืฅ ืืœ ืกื•ื›ื ื™ื: ืžื—ื‘ืจ ื“ืงืœืจื˜ื™ื‘ื™ ื•ืขื•ื“ pull request ื”ื ืคื—ื•ืช ืขื‘ื•ื“ื” ืžืชื—ื–ื•ืงืช ืฉืจืช MCP ืžืฉืœื›ื.

ื•ื”ื”ืกืชื™ื™ื’ื•ืช ืฉืื ื—ื ื• ืžืฆืžื™ื“ื™ื ืœื›ืœ ืคืจื•ื™ืงื˜ ื‘ืŸ ืฉื‘ื•ืข: ืžืืชื™ื™ื ื›ื•ื›ื‘ื™ื ื•ืžืฉื”ื•, ืชื™ืขื•ื“ ื—ืœืงื™ ืขืœ ืžื—ื™ืจื™ื, ื•ืชืœื•ืช ื‘ืฉื™ืจื•ืช ื”ืžืื•ื—ืกืŸ ื“ื•ื•ืงื ื‘ื—ืœืง ื”ืžืขื ื™ื™ืŸ ื‘ื™ื•ืชืจ. ืœืคื ื™ production ื‘ื“ืงื• ืืช ื”ืชืจื—ื™ืฉ ืฉืœื›ื ื‘ื™ื“ื™ื™ื ื•ื”ืฉืื™ืจื• ืงืจื™ืื” ื™ืฉื™ืจื” ืœืกืคืง ื›ื’ื™ื‘ื•ื™ ื‘ื ืชื™ื‘ ื”ืงืจื™ื˜ื™.

ื”ื’ืจืกืื•ืช ื•ื”ืžืกืคืจื™ื ื ื›ื•ื ื™ื ืœ-17 ื‘ืกืคื˜ืžื‘ืจ 2026: โ€Deno 2.9.6, โ€21 ืกืคืงื™ื ื•-340 ื ืงื•ื“ื•ืช ืงืฆื” ื‘ืžืื’ืจ ื”ืคืชื•ื—. ื”ืคืจื•ื™ืงื˜ ืฆืขื™ืจ ื•ืžืฉืชื ื” ืžื”ืจ, ื‘ื“ืงื• ืืช ืžืฆื‘ ื”ืงื˜ืœื•ื’ ื•ื”ืžื—ื™ืจื™ื ื”ืขื“ื›ื ื™ ืœืคื ื™ ืฉืืชื ืžืชื›ื ื ื™ื ืกื‘ื™ื‘ื.

ืžืงื•ืจื•ืช4ืœื”ืจื—ื™ื‘
  1. ื”ืžืื’ืจ monid-ai/monid, ื”-README, โ€DEVELOPMENT.md ื•ืงื˜ืœื•ื’ ื”ืžื—ื‘ืจื™ื, ื ื‘ื“ืง ื‘-17 ื‘ืกืคื˜ืžื‘ืจ 2026.
  2. ืชื™ืขื•ื“ Monid: docs.monid.ai, ืคืจืง ื”ืžื—ื™ืจื™ื ื‘-/guide/pricing.html, ื›ืชื•ื‘ืช ื”ื‘ืกื™ืก api.monid.ai/v1 ื•ื ืงื•ื“ืช ื”ืงืฆื” mcp.monid.ai/v1.
  3. ื”ื”ืจืฆื•ืช ืฉืœื ื•: deno task check, โ€deno task test (โ€787 passed, 0 failed, 119 ignored) ื•-deno task catalog ืขืœ Deno 2.9.6 ืชื—ืช Windows 11, โ€17 ื‘ืกืคื˜ืžื‘ืจ 2026.
  4. Codearia Academy, ยซืื•ืชื• ืžื•ื“ืœ, ืื•ืชื” ื”ืฆืœื—ื”, ืคื™ ืฉื ื™ื™ื ื›ืกืฃยป, 17 ื‘ืกืคื˜ืžื‘ืจ 2026 (ืขืœ ืžื—ื™ืจ ื”ื”ืงืฉืจ ื”ืคื•ืชื— ื•ืกื›ืžื•ืช ื”ื›ืœื™ื).

ืชื’ื•ื‘ื•ืช

$ grep tools: articles/monid-agent-tool-gateway.md

ื›ืœื™ื ืžื”ืžืืžืจ

ืœื›ืœ ืื—ื“ ื›ืจื˜ื™ืก ืžืฉืœื•: ืชืืจื™ืš ื‘ื“ื™ืงื”, ื›ื•ื›ื‘ื™ื ื•ืฉื•ืจืช ืกื™ื›ื•ื.

ืขื•ื“ ื‘ื ื•ืฉื

ืžืื’ืจ GitHub46kFreeLLMAPIื ืชื‘ ืžืงื•ืžื™ ืฉืžืื—ื“ ืืช ื”ืžืกืœื•ืœื™ื ื”ื—ื™ื ืžื™ื™ื ืฉืœ 34 ืกืคืงื™ื (Gemini, โ€Groq, โ€Mistral, โ€DeepSeek, โ€Qwen ื•ืื—ืจื™ื) ืžืื—ื•ืจื™ ื›ืชื•ื‘ืช ืื—ืช. Claude Code ืžืชื—ื‘ืจ ืืœื™ื• ื‘ืคืงื•ื“ื” ืื—ืช ื•ืžืžืฉื™ืš ืœืขื‘ื•ื“ ื›ืฉื”ืžื›ืกื” ื ื’ืžืจืช. ื”ืขื•ื ื™ื ื”ื ืœื Claude ืืœื ืžื•ื“ืœื™ื ื—ื™ื ืžื™ื™ื ืฉืœ ืžืขื‘ื“ื•ืช ืื—ืจื•ืช. ืจื™ืฉื™ื•ืŸ MIT.ืžืื’ืจ GitHub58kCLI-Anythingื”ื•ืคืš ืชื•ื›ื ื” ืจื’ื™ืœื” ื›ืžื• GIMP, โ€Blender ืื• LibreOffice ืœืกื˜ ืคืงื•ื“ื•ืช ืฉืกื•ื›ืŸ AI ืžืฉืชืžืฉ ื‘ื”ืŸ ื‘ืขืฆืžื•, ื‘ืœื™ ืฆื™ืœื•ืžื™ ืžืกืš ื•ื‘ืœื™ ืงืœื™ืงื™ื. ื™ืฉ ืงื˜ืœื•ื’ ืฉืœ ืกื˜ื™ื ืžื•ื›ื ื™ื, ื•ืืช ืฉืœื›ื ืืคืฉืจ ืœื‘ื ื•ืช ื‘ืคืงื•ื“ื” ืื—ืช ื‘-Claude Code. ืจื™ืฉื™ื•ืŸ Apache-2.0.

$ ls articles/ --related

ืœื”ืžืฉืš ืงืจื™ืื”

ื›ืœ ื”ืžืืžืจื™ื
ืคื™ืจื•ืง ยท ืคื™ืชื•ื—ื”ืืงื•ืกื™ืกื˜ื ืฉืœ Claude Code: ืžื” ืœืงื—ืช ื•ืžืžื” ืœื“ืœื’ื™ืฉ ื”ื™ื•ื ื™ื•ืชืจ ืงื˜ืœื•ื’ื™ื ื•ืชื‘ื ื™ื•ืช ืกื‘ื™ื‘ Claude Code ืžื›ืคื™ ืฉื™ืฉ ื–ืžืŸ ืœื‘ื“ื•ืง ืื•ืชื. ืื™ืœื• ืžืื’ืจื™ื ื‘ืืžืช ื—ื•ืกื›ื™ื ืฉืขื•ืช, ื•ืื™ืœื• ื”ื ืกืชื ืจืฉื™ืžื•ืช ืืจื•ื›ื•ืช ืฉืœ ืงื™ืฉื•ืจื™ื.25 ื‘ืื•ื’ืณ 2026 ยท 4 ื“ืงืณ
ืคื™ืจื•ืง ยท ืคื™ืชื•ื—ืื•ืชื• ืžื•ื“ืœ, ืื•ืชื” ื”ืฆืœื—ื”, ืคื™ ืฉื ื™ื™ื ื›ืกืฃ. ืขืœ ืžื” ืืชื ื‘ืืžืช ืžืฉืœืžื™ื ืœ-Claude Code?ื“ืžื™ื™ื ื• ืฉืืชื ืžืฉืœืžื™ื ืขืœ ืžื•ื“ืœ ืคืขืžื™ื™ื: ืคืขื ืื—ืช ืขืœ ื”ืื™ื ื˜ืœื™ื’ื ืฆื™ื”, ื•ืคืขื ืฉื ื™ื™ื” ืขืœ ื”ื“ืจืš ืฉื‘ื” ื”ื™ื ืžื•ื’ืฉืช. ื‘ืจืงืœื™ ื”ืจื™ืฆื” ืฉื‘ืขื” ืžื•ื“ืœื™ื ื“ืจืš ืฉืœื•ืฉ ืžืขื˜ืคื•ืช. ื‘ืฆืžื“ ืื—ื“ Claude Code ื™ืฆื ื™ืงืจ ืคื™ ืฉืœื•ืฉื” ื•ื’ืจื•ืข ื‘ืฉืชื™ื-ืขืฉืจื” ื ืงื•ื“ื•ืช. ืื ื—ื ื• ืžืคืจืงื™ื ืžืื™ืคื” ื‘ื ื”ืžืก ื”ื–ื”, ื•ืื™ืคื” ื”ืžื—ืงืจ ืœื ื ื•ื’ืข ืœืขื‘ื•ื“ื” ืฉืœื›ื.17 ื‘ืกืคื˜ืณ 2026 ยท 8 ื“ืงืณ
ื”ืกื‘ืจ ยท ืคื™ืชื•ื—Aura Autopilot, ื‘ื•ื“ืง ืžืฉื—ืงื™ื ืžื‘ื•ืกืก AI: ืกื•ื›ืŸ ืฉืžืฉื—ืง ื‘ืžืฉื—ืง ืฉืœืš ื•ืžื“ื•ื•ื— ืขืœ ื‘ืื’ื™ื (ืžืืคืก)ืœื‘ื“ื•ืง ืื ืฉื™ื ื•ื™ ืฉื‘ืจ ืœืš ืืช ื”ืฉืœื‘ ื›ื‘ืจ ืœื ื“ื•ืจืฉ ืฉืขื” ืขื ืฉืœื˜ ื‘ื™ื“. ืžืชืงื™ื ื™ื ืืช Aura Autopilot ื‘-Unreal, Unity ืื• Godot, ื•ื”ื•ื ืžืฉื—ืง ืœืคื™ ืžืฉื™ืžื” ื•ื›ื•ืชื‘ ื“ื•ื—.31 ื‘ืื•ืงืณ 2026 ยท 12 ื“ืงืณ

$ academy --next-step

ืงืจืืชื. ืขื›ืฉื™ื• ื‘ื•ื ื™ื.

ื”ืžื“ืจื™ื›ื™ื ื—ื™ื ืžื™ื™ื ื•ืžื•ื‘ื™ืœื™ื ืฆืขื“ ืื—ืจ ืฆืขื“ ืœืชื•ืฆืื”. ื”ืงื•ืจืกื™ื ืžื™ื•ืขื“ื™ื ืœืžื™ ืฉืจื•ืฆื” ืฉื™ื˜ื”: ืžื•ื“ื•ืœื™ื, ืชืจื’ื•ืœ ื•ืคืจื•ื™ืงื˜ื™ื ืžืงืฆื” ืœืงืฆื”.