Glazecalc ka isticmaal kaaliyahaaga AI

Kaaliyayaasha AI sida Claude, GitHub Copilot, Cursor iyo Gemini waxay si toos ah u isticmaali karaan xisaabinta Glazecalc, iyagoo isticmaalaya Model Context Protocol (MCP).

Waxa uu samayn karo

Akoon la'aan, kaaliye wuxuu ka raadin karaa walxaha maktabadda, xisaabin karaa UMF-ta hab, ku hubin karaa xadka gubiddiisa, soo jeedin karaa beddelaad walxaha la joojiyay, dib u samayn karaa hab walxaha aad magacawdo, kala beddeli karaa cone-yada iyo heerkulka, oo raadin karaa oo akhrin karaa hagayaasha. Waxba oo uu diro lama kaydiyo; sida bog kasta, diiwaanka server-ka internetku wuxuu diiwaan geliyaa codsi kasta cinwaankiisa IP, waqtiga iyo cinwaanka (marnaba waxa la diray), 14 maalmood.

Wuxuu sidoo kale samayn karaa hab u dhigma UMF ama falanqayn oksaydh aad siiso, walxaha aad magacawdo, oo sheegi karaa inta uu u dhowaado, oksaydh oksaydh. Akoonkaaga oo ku xiran, wuxuu isticmaali karaa walxaha aad haysato.

Access token ka yimid bogga akoonkaaga, wuxuu sidoo kale akhrin karaa hababkaaga, walxahaaga, buuggaaga, diiwaanka gubidda iyo walxaha aad haysato. Token loo sameeyay akhris oo kaliya marnaba waxba ma beddelo, mana saaro.

Hubinta xadku waa digniino ka yimid xadad la daabacay, sida app-ka, ma aha caddayn in glaze ammaan u yahay cuntada. Tijaabi-gub glaze kasta, oo glaze-yada dusha cuntada u tijaabi biraha ka soo baxa (leaching).

U oggolaanshaha inuu beddelo diiwaanadaada

Token loo sameeyay “Akhri oo beddel” wuxuu sidoo kale u oggolaanayaa kaaliyahaaga inuu kaydiyo hab uu kula xisaabiyay, iyadoo Glazecalc xisaabinayo UMF-tiisa, beddelo mid ka mid ah hababkaaga ama walxahaaga, ku daro buuggaaga, u calaamadeeyo walxo inaad haysato, oo diiwaan u raro Qashinka. Marnaba si buuxda waxba uma tirtiro: wax kasta oo uu u raro Qashinka dib ayaa loo celin karaa 30 maalmood, isbeddel kastana wuxuu hayaa diiwaanka sidiisii hore, si aad bogga internetka uga noqoto. Waxa token kastaa sameeyay waa laguu hayaa, bogga App-yada ku xiran iyo Soo deji xogtayda.

Samee token beddeli kara diiwaanadaada oo kaliya kaaliye ama script aad aaminsan tahay, oo weydii inuu sheego waxa uu beddelayo ka hor inta uusan samayn. Sii wakhtiga ugu gaaban ee ku filan (token noocaas ah wuxuu socdaa ugu badnaan 90 maalmood), hayso token akhris kaliya ah wax kasta oo kale, oo ka noqo marka shaqada la dhammeeyo. Marka hore xogtaada ka soo deji bogga akoonkaaga haddii aad rabto nuqul sida ay hadda tahay.

Ku xirista akoonkaaga

Waxaa jira laba hab oo kaaliye loogu oggolaado inuu gaaro diiwaanadaada. Labaduba waxay ku bilowdaan akhris oo kaliya.

Ka gal app-ka. Claude, ChatGPT iyo app-yo kale oo badan waxay ku xirmaan iyagoo kuu diraya Glazecalc. Gal, Glazecalc-na wuxuu ku tusayaa app-ka codsanaya, cinwaankiisa iyo halka jawaabtaadu aado, iyo digniin marka jawaabtu aado kombuyuutarkaaga. App-ku wuu akhrin karaa diiwaanadaada; wuxuu beddeli karaa oo kaliya haddii aad sidoo kale calaamadeyso “Sidoo kale u oggolow inuu beddelo diiwaanadayda”. Kadib dooro Oggolow ama Ha oggolaan.

Access token. Kaaliye ama script dira header (Claude Code, VS Code, Cursor, Gemini CLI), samee token bogga akoonkaaga oo geli dejinta hoose.

App kasta iyo token kasta oo aad xirto waxaa lagu taxaa App-yada ku xiran, iyo waxa uu sameeyay, waxaadna halkaas kaga noqon kartaa mid kasta wakhti kasta. App cusub kasta oo aad xirto wuxuu sidoo kale kuu soo diraa iimayl.

Cinwaanka

Sii kaaliyahaaga cinwaankan, adigoo isticmaalaya transport-ka Streamable HTTP:

http://localhost/mcp

Si aad ugu oggolaato inuu akhriyo diiwaanadaada, samee token bogga akoonkaaga oo koobiyee. Kaaliyahaagu wuxuu ku diraa header Authorization ah, sida Bearer oo token-ku ku xigo. Ka ilaali faylasha aad wadaagto ama commit garayso, sida furo sir.

Ku darista Glazecalc kaaliyahaaga

Claude Code

Terminal-ka:

claude mcp add --transport http glazecalc http://localhost/mcp

Access token, si uu sidoo kale u akhriyo diiwaanadaada:

claude mcp add --transport http glazecalc http://localhost/mcp \
  --header "Authorization: Bearer YOUR_TOKEN"

VS Code

Gudaha .vscode/mcp.json ee gal, ama dejinta isticmaalahaaga. VS Code wuxuu token-ka weydiiyaa hal mar oo qariyaa; ka saar headers iyo inputs si aad u isticmaasho oo kaliya qalabka aan akoon u baahnayn:

{
  "servers": {
    "glazecalc": {
      "type": "http",
      "url": "http://localhost/mcp",
      "headers": {
        "Authorization": "Bearer ${input:glazecalc-token}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "glazecalc-token",
      "description": "Glazecalc access token",
      "password": true
    }
  ]
}

Cursor

Gudaha ~/.cursor/mcp.json, ama .cursor/mcp.json ee mashruuc. Ka saar headers si aad u isticmaasho oo kaliya qalabka aan akoon u baahnayn:

{
  "mcpServers": {
    "glazecalc": {
      "url": "http://localhost/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_TOKEN"
      }
    }
  }
}

Gemini CLI

Gudaha ~/.gemini/settings.json. Ka saar headers si aad u isticmaasho oo kaliya qalabka aan akoon u baahnayn:

{
  "mcpServers": {
    "glazecalc": {
      "httpUrl": "http://localhost/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_TOKEN"
      }
    }
  }
}

Claude, ChatGPT iyo app-yo kale

Ku dar custom connector cinwaanka kor ku xusan. Marka app-ku weydiiyo, gal Glazecalc oo dooro waxa uu samayn karo, sida kor lagu sharxay.

Ku yeer qoraallada istuudiyahaaga

Ku rakib skill-ka qoraallada istuudiyaha Glazecalc app-kaaga AI, kadib hadal ama qor intaad shaqaynayso. Wuxuu waxaad sheegto u beddelaa habab, diiwaanka gubidda, natiijooyinka test tile iyo qoraallo, mid walba dib ayuu kuugu akhriyaa, wuxuuna ku kaydiyaa akoonkaaga oo kaliya markaad haa dhahdo. Codku waa kan app-kaaga: Glazecalc marnaba ma maqlo.

Wuxuu u baahan yahay Glazecalc oo ku xiran iyadoo la calaamadeeyay “Sidoo kale u oggolow inuu beddelo diiwaanadayda”, ama token “Akhri oo beddel” samayn kara. Haddii aad App-yada ku xiran ku dooratay inaad oggolaato isbeddellada, kaydin kasta halkaas ayay sidoo kale ku sugaysaa oggolaanshahaaga.

Soo deji skill-ka (ZIP)

  • Claude (web iyo desktop): dejinta ka shid code execution, kadib Customize, Skills, dooro +, Create skill, Upload a skill, oo dooro ZIP-ka. Sidoo kale Glazecalc ugu dar connector ahaan.
  • Claude Code: ku fur ~/.claude/skills/, oo ku dar Glazecalc sida kor lagu muujiyay.
  • ChatGPT, halka qorshahaagu bixiyo skills: soo geli ZIP-ka skill ahaan, oo Glazecalc ugu dar app ahaan.

Kaaliyayaasha kale, dooro prompt-ka Glazecalc “Dictate studio notes”: wuxuu sidaa isla tilmaamaha.

Joojinta gelitaanka

Ka noqo token bogga akoonkaaga wakhti kasta. Token kasta wuu joogsadaa maalinta aad dooratay, dhammaantoodna isla markiiba way joogsadaan haddii aad dib u dejiso furaha sirta ama meel kasta ka baxdo.

Cinwaan kasta wuxuu samayn karaa 60 codsi daqiiqadii iyo 2,000 maalintii; akoon token isticmaala, 300 daqiiqadii iyo 20,000 maalintii. Beddelaadda iyo u dhigmidda waxaa lagu xaddiday 10 daqiiqadii. Isbeddellada lagu sameeyo token-ada waxaa lagu xaddiday 60 daqiiqadii iyo 5,000 maalintii akoon kasta, token kastana wuxuu u rari karaa 100 diiwaan saacaddii Qashinka.