Yintoni iModeli yoMxholo weModeli (i-MCP)?

Ingcaciso yoKhuseleko lwe-MCP #

I-Model Context Protocol ayizange ifike nesilumkiso sokhuseleko. Ifike njengempumelelo yemveliso, standard oko kuvumela abancedisi be-AI ukuba bafikelele ngaphaya kwefestile yencoko baze basebenzisane ngokuthe ngqo nezixhobo, iifayile, ii-API, kunye pipelines. Ngexesha amaqela okhuseleko eqala ukubuza ukuba yintoni i-MCP, yayisele isebenza ngaphakathi kwiindawo zabaphuhlisi ngobuninzi.

Loo msantsa phakathi kokwamkelwa nolawulo kulapho kanye uhlaselo lwe-supply chain lufika khona. Ukuqonda ukuba yintoni iModel Context Protocol, indlela ezisebenza ngayo iiseva ze-MCP, kunye neengozi ezizizisayo ngoku yinto ebalulekileyo. imfuneko ephambili kulo naliphi na iqela leDevSecOps elisebenza kwindawo yendalo ye-AI.

Yintoni iModeli yoMxholo weProtokholi? Inkcazo #

I-Model Context Protocol (MCP) ivuliwe standard oko kuchaza indlela iimodeli ezinkulu zolwimi ezinxibelelana ngayo nezixhobo zangaphandle, imithombo yedatha, kunye neenkonzo. Apho umncedisi we-AI wendabuko ephendula kuphela ngesicatshulwa, umncedisi onikwe amandla yi-MCP ungathatha inyathelo (ukufunda iifayile, ukubuza ii-API, ukusebenzisa imiyalelo, ukufaka ukuxhomekeka, kunye nokusebenzisana CI/CD pipelines) ngokusebenzisa ujongano olucwangcisiweyo oludibanisa imodeli kwindawo yomphuhlisi.

I-MCP yaziswa yi-Anthropic ngoNovemba ka-2024 kwaye ukususela ngoko yamkelwe kwizixhobo eziphambili zekhowudi ye-AI kuquka uClaude, iCursor, iWindsurf, kunye neGitHub Copilot. Ibonelela ngolwimi oluqhelekileyo lonxibelelwano lwe-AI-to-tool, ngendlela efanayo nendlela i-HTTP ebonelela ngayo ngeprotocol efanayo yonxibelelwano lwewebhu.

Ukuba umncedisi we-AI yingqondo, iseva ye-MCP yinkqubo yemithambo-luvo eyidibanisa nomzimba wezixhobo zomphuhlisi.

Ingaba isebenza kanjani? #

I-MCP isebenza ngoyilo lwe-client-server oluneziqendu ezintathu:

• Umphathi we-MCP yi-application esebenza kuyo umphuhlisi, i-IDE efana ne-VS Code, iCursor, okanye iWindsurf, okanye umncedisi we-AI ofana noClaude. I-host ilawula uqhagamshelo kwiiseva ze-MCP kwaye ilawula oko imodeli inokufikelela kuko.
• Umthengi we-MCP Ihlala ngaphakathi kwe-host kwaye igcina uqhagamshelo lomntu nomnye kwiseva nganye ye-MCP. Iguqulela izicelo zemodeli kwiifowuni zezixhobo ezicwangcisiweyo kwaye ibuyisela iziphumo kwimodeli.
• Iseva ye-MCP yibhulorho eya kubuchule bangaphandle. Ityhila izixhobo, izixhobo, kunye nezindululo ezinokuthi zisetyenziswe yimodeli. Iseva ye-MCP inokunxibelelana nenkqubo yefayile, indawo yokugcina idatha yeGitHub, isiseko sedatha, CI/CD iqonga, okanye iskena sokhuseleko. Isixhobo ngasinye esibizwa yimodeli sidlula kwiseva ye-MCP, esiyisebenzisayo size sibuyisele iziphumo.

Xa umphuhlisi ecela umncedisi we-AI ukuba askene iprojekthi, alungise ubuthathaka, okanye afake ukuxhomekeka, imodeli ayizenzi ezo zenzo ngokuthe ngqo. Ithumela isicelo esicwangcisiweyo kwiseva ye-MCP efanelekileyo, eyenza isenzo isebenzisa izixhobo zasekuhlaleni ezigunyazisiweyo kwaye ibuyisele iziphumo.

Abancedisi be-MCP vs. AbaNcedisi be-AI beMveli: Yintoni etshintshileyo? #

Ngaphambi kwe-MCP, abancedisi beekhowudi ze-AI babengazenzisi konke konke. Babenokufunda ikhowudi oyincamathisele kwincoko baze bacebise utshintsho, kodwa babengenakukwazi ukwenza into ngqo kwindawo okuyo. I-MCP iyitshintsha ngokupheleleyo loo modeli.

Umahluko ubalulekile kukhuseleko kuba utshintsha oko umncedisi we-AI anokufikelela kuko. Umncedisi wendabuko onika iingcebiso ezimbi uyakubiza umjikelo wophononongo lwekhowudi. Umncedisi onikwe amandla yi-MCP othatha isenzo esibi (ukufaka ukuxhomekeka okunobungozi, ukwenza iskripthi sokwakha esibuthathaka, okanye ukuthumela iziqinisekiso kwindawo yangaphandle) kukubiza isiganeko.

I-MCP iguqula abancedisi be-AI besuka kubacebisi babe ngabaqhubi. Olo tshintsho lufuna ulawulo lokhuseleko olufanayo olusebenzisayo kuye nawuphi na umqhubi onokufikelela kwiziseko zakho.

Yintoni iseva ye-MCP? #

I-MCP iseva yinkqubo elula eveza ubuchule kwiiklayenti ze-AI ezihambelana ne-MCP. Ichaza iseti yezixhobo (iintshukumo ezifihlakeleyo ezinokuthi zenziwe yimodeli) kunye nezixhobo ezinokuthi zifundwe yimodeli kwaye zikhuthaze iitemplate ezinokuzisebenzisa.
Iiseva ze-MCP zikhona kwiindidi ezahlukeneyo zokudibanisa: ukufikelela kwinkqubo yefayile, iGitHub, iSlack, iidathabheyisi, izikena zokhuseleko, kunye CI/CD Amaqonga. Abaphuhlisi banokusebenzisa iiseva ze-MCP ekuhlaleni, ngaphakathi kweziseko zophuhliso zemibutho yabo, okanye baqhagamshelane neeseva ze-MCP ezibanjwe ngumntu wesithathu ezibonelelwa ngabathengisi bangaphandle.
Elo candelo lokugqibela kulapho umngcipheko wokhuseleko uba yinto ecacileyo khona. Iseva ye-MCP yomntu wesithathu yinkqubo yangaphandle enokufikelela kwindawo yomphuhlisi. Uphando lubonisa ukuba i-5.5% yeeseva ze-MCP zikawonkewonke zineempazamo zokutyhefa izixhobo kunye ne-43% zithwala ubuthathaka bokufaka umyalelo, oko kuthetha ukuba isabelo esikhulu seeseva ze-MCP ezifumaneka esidlangalaleni zinokusetyenziswa ukuze zilawule ukuziphatha kwe-AI, zikhuphe idatha, okanye ziphumeze imiyalelo engagunyaziswanga.

Iingozi zoKhuseleko lwe-MCP: Oko Amaqela e-DevSecOps Afanele Akwazi #

I-MCP yazisa indawo entsha yokuhlasela apho izixhobo zemveli ze-AppSec zazingakhelwanga ukuyigubungela. Iingozi eziphambili zezi:

Iiseva ze-Shadow MCP. Abaphuhlisi balungiselela iiseva ze-MCP apha ekhaya ngaphandle kwemvume okanye ulawulo olusemthethweni, nto leyo edala umsantsa kwimpahla. Amaqela okhuseleko awanakukwazi ukukhusela into angayiboniyo.

Ityhefu yezixhobo. Iseva ye-MCP enobungozi ityhila izixhobo ezibonakala zisemthethweni kodwa zenza izenzo eziyingozi xa zisetyenziswa yimodeli. Ngenxa yokuba imodeli ikholelwa kwiinkcazo zesixhobo ezifumanayo, inokubiza isixhobo esinetyhefu ngaphandle kokubonisa okubonakalayo ukuba kukho into engalunganga.

Ukufakwa ngokukhawuleza nge-MCP. Umxholo onobungozi kwiifayile, amaxwebhu, okanye iimpendulo ze-API unokufaka imiyalelo kumxholo wemodeli, ulawule indlela esebenza ngayo. Iseva ye-MCP efunda umxholo wangaphandle ize iwudlulisele kwimodeli ngaphandle kokucoca yivektha yokufaka i-direct prompt.

Ukuphazamisa ukuxhomekeka. Iiseva ze-MCP ezilawula ukufakwa kwephakheji okanye isisombululo sokuxhomekeka zinokuphazamiseka ukuze kufakwe iiphakheji ezinobuthi. Xa iarhente ye-AI ifaka ukuxhomekeka ngokwayo ngeseva ye-MCP, akukho mntu uvavanyayo phakathi kwephakheji enobuthi kunye ne pipeline.

Ukuvezwa kweziqinisekiso. Iiseva ze-MCP zihlala ziphatha iithokheni zokuqinisekisa, izitshixo ze-API, kunye neenguqu zendalo. Uqwalaselo lwe-MCP olungakhuselekanga lunokuveza ezi ziqinisekiso ngomxholo wemodeli okanye ngeelog.

Ukusetyenziswa kwezixhobo ezingagunyaziswanga. Ngaphandle koluhlu olungqongqo lwabavunyelweyo, umncedisi osebenza kwi-MCP angasebenzisa izixhobo ezidlula umda omiselweyo, atshintshe iziseko zophuhliso lwemveliso, afikelele kwiindawo zokugcina izinto ezibuthathaka, okanye enze iifowuni ze-API kwiinkonzo zangaphandle.

IiNdlela eziGqwesileyo zoKhuseleko #

Ukukhusela i-MCP kufuna ukuba iseva nganye ye-MCP iphathwe njengomxube okhethekileyo, kungekhona njengento elula kubaphuhlisi.

• Vimba ukuxhomekeka okunobungozi kwindawo yokugqibela. Xa iarhente enikwe amandla yi-MCP ifaka ukuxhomekeka, olo fakelo kufuneka luthintelwe kwaye luskenwe ngaphambi kokuba lusetyenziswe. Ukufunyanwa okusekelwe kutyikityo akwanelanga; iipakethe ezinobungozi ezijolise kwizixhobo ze-AI zipapashwa ngokukhawuleza kunokuba utyikityo lunokuzilandela.

• Uluhlu lwempahla kwiseva nganye ye-MCP. Yazi ukuba zeziphi iiseva ze-MCP ezilungiselelwe kuzo zonke iindawo zomphuhlisi wakho, kwindawo yakho, kwindawo yakho CI/CD pipelines, nakwizicwangciso zakho ze-IDE. I-Shadow MCP yingxaki efanayo ne-shadow IT, enokufikelela ngqo kwizixhobo zakho.

• Sebenzisa uluhlu lwabavunyelweyo be-MCP. Kuphela ziiseva ze-MCP ezivunyiweyo ekufuneka zivunyelwe ukuba zisebenze. Nasiphi na iseva esingavunywanga esizama ukunxibelelana kufuneka sivalwe kwindawo yokugqibela ngaphambi kokuba sinxibelelane nemodeli.

• Sebenzisa ilungelo elincinci kwiinkcazo zesixhobo se-MCP. Iseva nganye ye-MCP kufuneka iveze kuphela izixhobo ezifunekayo kumsebenzi wayo othile. Iseva yokufunda iifayile ayinalo ishishini lokuveza amandla okufaka iipakeji.

• Qinisekisa kwaye ucoce umxholo odluliselwe kwi-MCP. Nasiphi na isiqulatho sangaphandle (iifayile, iimpendulo ze-API, iziphumo zedathabheyisi) esidlula kwiseva ye-MCP size singene kumxholo wemodeli sisixhobo esinokubangela ukuba i-prompt injection vector ibonakale ingasebenzi. Siphathe njengegalelo elingathembekanga.

• Jonga unxibelelwano lwe-MCP ngexesha lokusebenza. Bhala zonke izixhobo ezisetyenziswa yimodeli ngeeseva ze-MCP. Iipateni ezingaqhelekanga (izicelo zezixhobo ezingalindelekanga, uqhagamshelo oluphumayo oluvela kwiindawo zokwakha, iifowuni zezixhobo ezingaphandle kweeyure zomsebenzi eziqhelekileyo) ziimpawu zokuqala zokungavisisani.

Iziganeko zoKhuseleko lweHlabathi lokwenyani #

Ukhuseleko lwe-MCP aluyonto ithethwayo. Ekuqaleni kuka-2026, uphando oluvela kwiYunivesithi yaseQueen lubonise ukuba ii-MCP stacks zine Amathuba okuxhaphaza angama-92% xa zidityaniswe ii-plugins ezininzi. Iphulo lePromptMink (elithiwa lenziwe liqela elixhaswa ngurhulumente waseNorth Korea iFamous Chollima) liyile ngokukodwa iipakethe ze-npm ezinobungozi ukuze zikhohlise ii-arhente zekhowudi ze-AI ezisebenza nge-interfaces ezifana ne-MCP ukuba zifake i-malware eba iziqinisekiso. Ezi pakethe zenzelwe ukuba zibonakale zisemthethweni kwiiarhente ze-AI nokuba umntu ozivavanyayo ebenokuziphawula.

NgoJuni 2026, UXygeni uqinisekisile amaqela e-ollama-helpers kunye ne-openai-agents-helpers (iinguqulelo ezingaphezulu kwama-35 ezidityanisiweyo ezipapashwe kumaza adibeneyo) zijolise ngqo kwiipakeji ezisetyenziswa kwimisebenzi yophuhliso lwe-arhente apho uqhagamshelo lwe-MCP luqhelekile. Xa i-arhente ye-AI ifaka ukuxhomekeka ngokuzenzekelayo ngeseva ye-MCP, akukho mvavanyi womntu phakathi kwepakeji enobubi kunye nokusebenza.

Yintoni i-MCP kuMxholo woKhuseleko lweCandelo loNikezelo lwe-AI? #

I-MCP ikwindawo apho ukhuseleko lwe-AI luhlangana khona kwaye software supply chain securityLulayini oludibanisa iimodeli ze-AI nezixhobo, iindawo zokugcina izinto, kunye neziseko ezichaza indlela yanamhlanje yokusebenza. SDLC, nto leyo eyenza ukuba ngaxeshanye ibe yindawo enamandla kakhulu yokudibanisa kunye nomphezulu wohlaselo ovezwe kakhulu kuphuhliso lwendalo lwe-AI.

I-AppSec yendabuko ima kwindawo yokugcina izinto. I-EDR ijonga inkqubo yokusebenza. Akukho nanye eyayakhelwe ukuqonda iiseva ze-MCP, iifowuni zezixhobo, okanye ukufakwa kokuxhomekeka okubangelwa yi-AI. Umsantsa phakathi kwazo yindawo kanye apho uhlaselo olusekelwe kwi-MCP lufika khona.

Ukukhusela i-MCP kufuna ukuba kubonakale ukuba zisebenza ntoni na iiseva ze-MCP, zeziphi izixhobo ezizivezayo, yintoni esetyenziswa yimodeli, nokuba ngaba ukuxhomekeka kunye neefayile eziphathwayo ziqinisekisiwe na. Oko kukuthi, uluhlu lwe-AI, ukujonga indlela yokuziphatha, kunye nokhuseleko lwekhonkco lokubonelela zidityaniswe zibe yingxaki enye.

Ukukhusela i-MCP ngeXygeni
#

Ukhuseleko lwe-MCP lufuna okungaphezulu kwamaxwebhu omgaqo-nkqubo kunye noluhlu lokujonga olungcono. Lufuna ukubonakala rhoqo kwizinto ezenziwa ziiseva ze-MCP kwiindawo zakho zomphuhlisi, ukujonga indlela ezisebenza ngayo zonke izixhobo ezenziwa yimodeli, kunye nokukwazi ukuthintela ukuxhomekeka okunobungozi kwindawo yokugqibela ngaphambi kokuba kusetyenziswe, ngaphambi kokuba kubekho utyikityo. Ukuqonda ukuba yintoni iModeli yoMxholo weProtokholi kubalulekile.

Iqonga loKhuseleko lwe-AI leXygeni igubungela yonke indawo yokuhlasela kwe-MCP: ukuluhlu lweseva nganye ye-MCP nge-AI-SPM, ukubona ubuthi besixhobo, ukufakelwa ngokukhawuleza, kunye noqwalaselo lwe-MCP olungakhuselekanga ngokusebenzisa ukuskena kwe-AI Security okuhambelaniswe ne-OWASP MCP Top 10, kunye nokunyanzelisa umgaqo-nkqubo kwindawo yokugqibela yomphuhlisi ukuya kuthi ga Shield, ukuvimba iiseva ze-MCP ezingavunywanga kunye nokuxhomekeka okunobungozi ngaphambi kokuba zifikelele kwi pipeline.

Ukuba amaqela akho asebenzisa abancedisi bekhowudi ye-AI, umaleko we-MCP sele uyinxalenye yomphezulu wakho wohlaselo. Umbuzo kukuba ngaba uyakwazi na ukuwubona.

FAQ #