Uma uMarcelo Jimenez Rocabado waqala ukuchithwa kwe-MCP Inspector ye-Anthropic e-open-source ekupheleni kwe-2024, wabhala ukuthi omunye inkampani ye-AI enezimali kakhulu ehlabathini wabhala ngokuqondile ukuthi ama-developer akufanele ukwakha umkhakha we-AI agents. Izinyanga ezingu-24 ezidlulile, i-CTO Iphrojekthi yakhula kusuka ku-200 kuya ku-1300 ama-GitHub ama-stars, eyakhelwe isixazululo esikhulu se-Discord angama-200 ama-member angaphezu kwama-Discord, kanye nokukhuthaza ukunxibelelana kwe-venture kusuka ku-Open Core Ventures, konke lapho i-Anthropic ye-Inspector yokuqala ihamba eminyakeni ngaphansi kwe-MCP isifinyezo ngaphandle kwe-roadmap ebonakalayo. Waze "Ama abalandeli iqembu ngoba lokhu," Marcelo wathi, ngokuvamile ukuthi ukuthi indlela ye-Anthropic wasekhulile. "Kukho kuphela amabhizinisi amahhovisi amahhovisi ngamaphrojekthi ebonakalayo, amabhizinisi amabhizinisi amabhizinisi amabhizinisi amabhizinisi amahhovisi ngosuku. The problem Anthropic couldn't solve I-Model Context Protocol, eyenziwe ngu-Anthropic ngo-Novemba 2024, isibuyekeza ngokuvamile indlela eyenza ama-AI agents nge-tools kanye nama-data. Amabhizinisi afana ne-Asana, i-PayPal, i-Vercel, ne-GitHub ziye zihlanganisa amasevisi ze-MCP ukuze zihlanganise ukucubungula kwamasevisi. I-problem kuyinto ukuthi engaba akhiwa isakhiwo se-tester yayo. I-Marcelo wabhala okuqala ngenkathi wahlala amasevisi ze-MCP. I-Anthropic Inspector yaziwa, kodwa ayinempumelelo. "Iyenza umsebenzi, kodwa ungayifaka izinzuzo ezinhle, "ngokuvumela. "I-developer's experience was lacking features. It was open source, but hard to contribute to. And once you did, it also took some time to review." Umphumela wokufika lapho Marcelo wabheka ukuthi i-Anthropic ayikho kuphela. Abanikezela philosophically ku-imeyili eyenza ama-developer. "Abanikezela ukuhlolwa kwe-LLM kanye ne-indeterministic ukuhlolwa. Kuyinto uhlobo lokuphendula njengoba i-MCP yenzelwe i-LLMs," wathi. Nangona abacwaningi wabhala isiteshi se-LLM ukuhlola i-server yabo ngokumelene ne-model ye-language enhle emkhakheni, i-Anthropic akuyona. Ngakho-ke i-Marcelo, ne-co-founder yayo, uMatthew Wang, wathi. A contrarian bet on MCP's future Nangona abaninzi aba-developer e-community bakholelwa ukuthi amakhasimende akufanele ukwandisa, i-Marcelo akholelwa ukuthi ithuba lokwenene ku-build servers engcono. "Ngingathanda abantu abaningi bafikelele ukuba amakhasimende akufanele ukwandisa," wathi. "Nokho, ekupheleni kwelanga, ngingathanda ukuthi amakhasimende akufanele ukwandisa futhi akufanele kumakhasimende, ngenxa yokuba abantu abaninzi abasebenzisa kuphela amakhasimende ezintathu, okuyinto njenge-Cursor, Claude, futhi ChatGPT." Njengoba umkhakha we-AI-agent ecosystem, kukhona amakhulu noma amayunithi e-agent ahlukene ezisekelwe. "Uma ungathanda ukuthi zihlanganisa ukuthi zihlanganisa isistimu esifanayo njengezinye amakhulu, noma ngeke zihlanganisa izixhobo ezine, njenge-web browser tool, isibonelo. Ngakho-ke ungenza ukwakha i-server enokutholile kunazo zonke amakhasimende." Ukubuyekezwa okuhle ku-inthanethi enhle ku-inthanethi. "Ngingathanda ukuthi konke uya ku-agent-driven, futhi sinikeza ukubuyekeza ku-layer esizokwezifiso," wathi. "Hhayi akuyona ku-model yayo. It uya kuba kakhulu, njenge, owaziwa okungcono emkhakheni." Ukuze Marcelo, i-MCP ayikho kuphela i-protocol. Kuyinto i-protocol. "I-only in the name, right? Model Context Protocol. It's all about that." Building with a community focus Ngemuva kokufaka i-Anthropic Inspector, uMarcelo ne-co-founder uMatthew wamukele ngesivinini esihle. Phakathi nenkqubo ye-Catalyst ye-Open Core Ventures, akuyona kuphela ama-stars eGitHub, kodwa ukwakha isakhiwo se-community emangalisayo. "Uma siphile OCV, asikwazi ukwakha ibhizinisi lwethu Discord. Asikwazi ukulayisha imizila ezinhle ku-GitHub, okuholela ama-contributors ezintsha ezokutholela inkqubo," uMatthew ibheka. Lezi ukuguqulwa kusuka ku-username enhle kuya ku-community building lithathwe. I-MCPJam manje has abahlobo abaphakathi abaphakathi asebenzayo. Umhlahlandlela wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha wokukhiqiza umkhakha. Kodwa mhlawumbe kakhulu, amabhizinisi amakhulu zihlanganisa. Iqela kusebenza manje ukuhlola i-MCP servers kumakhasimende yebhizinisi futhi kusiza ukwandisa design yayo yebhizinisi. Njengoba imvelo yebhizinisi isivinini ngokushesha ku-agentshi, i-Marcelo ibheka ngokushesha ukuthi wonke inkampani e-API uzokwakha i-MCP server futhi. Umbuzo akuyona ukuthi i-Anthropic akuyona inkinobho emangalisayo ku-Inspector yayo. Umbuzo iyona akwazi ukujabulela ubudala we-24-year-old ebonakalayo emangalisayo. Ngokuba Marcelo, ingxubevange kulungile. "Sine inkampani ye-MCP-first. Singathola ngokushesha, futhi sinezingcele izinzuzo ezininzi ze-domain," wathi. "Uma inkonzo ye-MCP-server kusebenza ku-MCPJam, kungenziwa kusebenza emhlabeni wonke." Ngaphezulu kwezigidi ezivela ezivela ku-MCP-first, i-Marcelo ibonise ukuthi ngezinye izikhathi ingxubevange engcono lokuphendula kwe-tech giant kuyinto ukwakhiwa okungenani, noma akuyona.
