World Monitor
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 104 tools.
Nifra docs, runnable examples, and API types as an MCP server for any AI assistant.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
검사 4/5 통과 · 내가 묻는 내용은 제작자 서버(mcp.nifra.dev)를 거쳐요 · ✓ 명령 확인 2026년 11월 13일
먼저: 어떤 AI를 쓰시나요?
쓰는 앱을 고르면 아래에 단계가 나옵니다.
Claude에 연결할 수 있어요 · 약 2분
키 필요 없음, 설치 필요 없음 · claude.ai나 데스크톱 앱에서 한 번 설정하면 채팅에서 쓸 수 있어요 · 무료 계정은 1개까지 · Team/Enterprise는 소유자(Owner)가 추가
CustomizeConnectors
여기서 복사해 Claude의 같은 이름 칸에 붙여 넣고 Continue를 누르세요
Nifra docshttps://mcp.nifra.devAuthentication은 Claude가 찾은 그대로 두고 Add를 누르세요
+ConnectorsNifra docs
Nifra docs을 써서 나에게 무엇을 해 줄 수 있는지 알려 주고, 하나 해 봐✓ Claude가 Nifra docs을 쓰고 있다고 하거나 답에 Nifra docs 도구 이름이 나오면 연결된 거예요
메뉴 이름은 2026년 11월 11일에 Anthropic 도움말에서 확인 · 앱 버전에 따라 화면이 조금 다를 수 있어요
ChatGPT는 기업용 요금제에서만 연결돼요
웹의 ChatGPT Business, Enterprise, Edu에서 워크스페이스 관리자나 소유자가 추가해요 · Free, Plus, Pro를 쓰면: 내 ChatGPT 요금제로는 아직 MCP를 직접 연결할 수 없어요
Plugins+Add custom MCP server
이름을 넣고 Connection에 주소를 붙여 넣은 뒤 경고에 체크하고 Create as a plugin을 누르세요
Nifra docshttps://mcp.nifra.dev새 채팅을 열고 입력 전에 플러그인 목록에서 Nifra docs을 고르세요
Nifra docs을 써서 나에게 무엇을 해 줄 수 있는지 알려 주고, 하나 해 봐✓ ChatGPT가 Nifra docs을 쓰고 있다고 하거나 답에 Nifra docs 도구 이름이 나오면 연결된 거예요
메뉴 이름은 2026년 11월 11일에 OpenAI 도움말에서 확인 · 앱 버전에 따라 화면이 조금 다를 수 있어요
Claude Code에 연결할 수 있어요 · 약 2분
키 필요 없음, 설치 필요 없음
Mac: Command+스페이스를 누르고 Terminal 입력 · Windows: PowerShell 열기
claude mcp add --transport http --scope user nifra-docs https://mcp.nifra.devNifra docs이 목록에 있고 연결됨으로 보이면 돼요
Nifra docs을 써서 나에게 무엇을 해 줄 수 있는지 알려 주고, 하나 해 봐✓ Claude Code가 Nifra docs을 쓰고 있다고 하거나 답에 Nifra docs 도구 이름이 나오면 연결된 거예요
메뉴 이름은 2026년 11월 11일에 Anthropic 도움말에서 확인 · 앱 버전에 따라 화면이 조금 다를 수 있어요
Cursor에 연결할 수 있어요 · 약 2분
키 필요 없음, 설치 필요 없음
Nifra docs을 써서 나에게 무엇을 해 줄 수 있는지 알려 주고, 하나 해 봐✓ Cursor가 Nifra docs을 쓰고 있다고 하거나 답에 Nifra docs 도구 이름이 나오면 연결된 거예요
메뉴 이름은 2026년 11월 11일에 Cursor 도움말에서 확인 · 앱 버전에 따라 화면이 조금 다를 수 있어요
VS Code에 연결할 수 있어요 · 약 2분
키 필요 없음, 설치 필요 없음
Nifra docs을 써서 나에게 무엇을 해 줄 수 있는지 알려 주고, 하나 해 봐✓ VS Code가 Nifra docs을 쓰고 있다고 하거나 답에 Nifra docs 도구 이름이 나오면 연결된 거예요
메뉴 이름은 2026년 11월 11일에 VS Code 도움말에서 확인 · 앱 버전에 따라 화면이 조금 다를 수 있어요
Windsurf, Zed, Gemini CLI 같은 다른 MCP 앱은 추가 방법이 저마다 달라요. 앱 목록에서 확인하세요
웹으로 연결하는 앱용 주소
https://mcp.nifra.devJSON 설정은 아래 “개발자용”에 있어요
Claude Code
claude mcp add --transport http --scope user nifra-docs https://mcp.nifra.devCursor (~/.cursor/mcp.json)
{
"mcpServers": {
"nifra-docs": {
"url": "https://mcp.nifra.dev"
}
}
}VS Code (mcp.json)
{
"servers": {
"nifra-docs": {
"type": "http",
"url": "https://mcp.nifra.dev"
}
}
}이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
이 서버의 연결 방식과 각 앱의 공식 문서를 바탕으로 했어요. 2026년 11월 10일 확인.
인터넷으로 연결하는 앱
ClaudeChatGPTGooseLM StudioMsty StudioCherry StudioCursorVS Code + GitHub CopilotVisual StudioWindsurf (Devin Desktop)ZedKiroClineContinueJetBrains AI AssistantClaude CodeCodex CLIGemini CLIOpenCodenodecodeWarpLibreChatOpen WebUIRaycast
도구 이름과 설명은 서버가 2026년 11월 12일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
nifra_docsSearch nifra's framework documentation and get back ONLY the matching sections - auth, uploads, ISR, WebSockets, loaders, deployment, anything. Call with no query for the cheap section index; pass query (e.g. "isr revalidate") for the top matching sections. Use this instead of re
nifra_exampleGet a verified, copy-pasteable Nifra code example for a task - auth route, file upload, ISR page, loader/action, typed client, SSE, deployment, and more. Every snippet is typechecked against the installed Nifra version, so it compiles as-is. Returns code as text for direct use. C
nifra_typesGet the exact TypeScript declaration of any exported @nifrajs/* symbol - interface, type, class, function, or const. Each signature is generated from the package's built .d.ts and returns the complete declaration rather than prose. Pass `name` for an exact symbol (e.g. "RateLimit
nifra_learnWalk the guided path to build a nifra app end to end - an ORDERED sequence (create → page route → loader → typed API → typed client → auth → background jobs → deploy), not the random-access search of nifra_docs/nifra_example. Call with no args for the step index; pass `step: N` f
nifra_frontendDiagnose a client-side Nifra problem by symptom across every adapter (React, Preact, Solid, Vue, Svelte, and vanilla). Returns the likely cause, a concrete fix, and how to verify it. Covers the Nifra server/client seam, hydration mismatches, duplicated framework runtimes, loader-
nifra_runtime AI에게 내리는 지시처럼 보여요Explain a behavior that differs between Bun, Node, Deno and Cloudflare Workers by symptom. These are runtime behaviors, not Nifra's: request-target and Host handling, pipelining, JSON content-type, engine error messages, recursion depth, .env loading, and runtime-specific APIs. R
nifra_galleryOpen an interactive, filterable gallery of ALL of nifra's verified code examples (MCP Apps widget) - for browsing and discovering what exists. NOT for fetching one snippet as text: use nifra_example for that. Pass query to pre-filter; the widget also filters client-side.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 13일 점검
질문하고, 팁을 나누고, 안 되는 점을 알려 주세요. "도움이 됨"이 많은 순서예요.
아직 리뷰가 없어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 5개 중 4개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 그저께 변경됐고, 최신 버전(5.13.0)은 그저께 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되므로 원격 MCP를 지원하는 앱에서도 쓸 수 있어요. 예: ChatGPT Business 이상.
같은 카테고리에는: World Monitor, Claude Flow, Windmill
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:↓ 주간 다운로드i★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
Real-time global intelligence on conflict, markets, energy, trade, shipping and cyber. 104 tools.
AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.
Run Windmill scripts and flows and manage jobs, schedules, resources and variables.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
Nifra
The AI-native TypeScript framework.
Typed APIs and full-stack SSR on five UI libraries, one app across Bun, Node, Deno, and the edge -
built so both humans and coding agents can change it safely.
= 1.3">
Documentation · Playground · Benchmarks · vs. other frameworks
Nifra is for software that is built, operated, and used with agents in the loop.
An agent should not be a chat bubble bolted onto an app, or a coding assistant guessing at an API. It should discover the real contract, call typed capabilities, stream progress into the UI, ask for approval at the right boundary, update state optimistically, reconcile with the server, and leave evidence that the work actually happened. Nifra makes that one system:
The central design decision is simple: define the capability once, then project it to the surface that fits the moment. A page-local agent can use WebMCP while the page is open; a background agent can use remote MCP; another agent can use A2A; a human-facing client can consume AG-UI. They still meet the same typed validation, authorization, approval, output, and evidence boundary.
import { t } from "@nifrajs/schema"
import { defineAgentCapability, registerWebMcpTools } from "@nifrajs/webmcp"
export const addToCart = defineAgentCapability({ name: "cart.add", description: "Add a product to the current cart.", input: t.object({ sku: t.string(), quantity: t.number() }), output: t.object({ cartVersion: t.string() }), writes: ["cart"], execute: (input) => addItemOnTheServer(input), predict: ({ input, version }) => ({ baseVersion: version, patch: [{ op: "add", path: "/items/-", value: input }], }), })
// Explicit page-local discovery. Unsupported hosts receive a safe no-op report. await registerWebMcpTools([addToCart])
The same addToCart.tool can be projected into Nifra's remote MCP adapter or called by an agent runner. Predictions are deterministic application code - not LLM guesses - and commit, rollback, conflict, expiry, and authoritative reconciliation are explicit outcomes.
See the WebMCP and predictive UI guide and the agent layer.
bun create nifra my-app # scaffold the API starter
cd my-app bun install bun run dev
For a full-stack React app with SSR:
bun create nifra my-app --template site --framework react
Or add a backend to an existing project:
bun add @nifrajs/core @nifrajs/schema @nifrajs/client
import { server } from "@nifrajs/core/server"
import { t } from "@nifrajs/schema"
export const app = server() .get("/users/:id", (c) => ({ id: c.params.id })) .post("/users", { body: t.object({ name: t.string() }) }, (c) => ({ id: crypto.randomUUID(), name: c.body.name, }))
The client is inferred from the server type - no codegen, no duplicated schema, no stale SDK:
import { client } from "@nifrajs/client"
import type { app } from "./server"
const api = client ("http://localhost:3000") const result = await api.users({ id: "42" }).get()
if (result.ok) result.data.id // route return type, checked by tsc else result.error // failures are returned, never thrown
Change a route and every caller stops compiling until it is updated. Add loaders, actions, streaming, defer()/ , islands, query cache, progressive-enhancement forms, and server functions when the app grows. The same web layer runs on React, Vue, Solid, Svelte, or Preact.
The web layer also keeps pages fresh and fast without a second data layer:
live(...); a publish reloads only those loaders on every open tab, through the same middleware, gates and loaders a navigation runs.Nifra also provides the runtime for applications whose product is an agent. The model provider, credentials, durable state, tenancy, and policy are injected ports; the framework owns the safety and execution semantics around them.
import { createAgentState, runAgent } from "@nifrajs/agent"
const result = await runAgent(definition, { value: input }, ports, { state: createAgentState("support-1"), maxTurns: 8, })
You get typed tool contracts, bounded turns and budgets, approvals, cancellation, idempotency, resumable token-only evidence, model/token streaming, transient shared state, and composable telemetry. A failed post-turn gate can become a bounded repair turn in the standalone nifra-agent host. The local process and extension adapters contain crashes and accidents; they are not hostile-code sandboxes.
The UI is not an afterthought. Nifra gives an agent several deliberate ways to interact with an app:
| Surface | Best for | Nifra's contract |
|---|---|---|
| WebMCP | An agent acting in the currently open page | Explicit tool allowlists, typed inputs/outputs, bounded receipts, deterministic prediction, versioned reconciliation |
| MCP / MCP Apps | Remote tools, background work, and rich tool results | The same core tool projected to remote MCP and ui:// widgets |
| AG-UI | Streaming an agent run into a product UI | SSE lifecycle, text/reasoning/tool deltas, shared-state snapshots/deltas, resumable evidence, typed resume |
| Agent App / Workbench | Browser and desktop control planes | Negotiated features, approvals, handoffs, decision inbox, capability registry, Run Studio |
For a predictive interaction, the application supplies a pure patch and a reconciliation rule. The store applies it atomically, then either accepts authoritative server state or reports rollback, conflict, or expiry. The human UI remains fully functional when no agent host is present.
The runner is the center; protocol adapters are edges:
@nifrajs/mcp exposes tools and MCP Apps.@nifrajs/webmcp exposes explicit page-local tools and predictive UI.@nifrajs/a2a mounts an A2A 1.0 card plus JSON-RPC/SSE.@nifrajs/ag-ui mounts AG-UI events over SSE.@nifrajs/agent-app provides a backend-neutral browser client.@nifrajs/coding-agent, @nifrajs/agent-protocol, and @nifrajs/pi provide a standalone coding-agent host; @nifrajs/acp drives any Agent Client Protocol agent through it.Every protocol boundary still needs application authentication and authorization. Public reference adapters keep credentials, durable storage, tenant state, and operated policy outside the package so you can supply the right implementation for your deployment.
Register Nifra once and an agent can inspect the actual project, fetch version-checked examples and types, scaffold in the correct route directory, run HTTP/SSR/WebSocket checks, inspect recent requests, and loop on structured fixes:
claude mcp add nifra -- bunx nifra mcp
nifra init-agents
nifra context # live route and convention map nifra smoke # real SSR, API, auth and hydration requests against the build nifra check # typecheck, drift, and bundle-boundary gate nifra assure # route security evidence gate nifra levels # cumulative proof level and next missing rung
The local server runs where your code lives - your source never reaches Nifra. The teaching tools are also hosted at mcp.nifra.dev for agents that only need the verified Nifra corpus. Skills are available for Pi and Claude Code.
Agentic systems need more than “the model said it worked.” Nifra turns the important claims into gates:
nifra check
nifra assure nifra capabilities check nifra manifest diff nifra levels --min 1
nifra check catches type drift, raw calls around the typed client, server-only bundle leaks, and other contract violations.nifra assure classifies the live route graph and fails when required authentication, validation, rate limiting, CSRF, or body-cap evidence is missing.nifra capabilities check compares declared effect tokens with the module graph and a reviewed lockfile.nifra manifest diff detects contract, assurance, effect, and response-sensitivity changes at promotion time.nifra levels reports the highest cumulative proof level a project actually holds, from typed contract to contract-derived invariant tests.Docs and examples are compiled against the live API, and the machine-readable MCP corpus is generated from built packages. An agent gets a repairable diagnostic instead of a stale suggestion.
The app lifecycle is app.fetch(Request): Promise . Define it once and deploy to Bun, Node, Deno, Cloudflare Workers/Pages, or Vercel Edge with a small adapter. The web layer supports React, Vue, Solid, Svelte, and Preact without changing the route/data model.
The published snapshot in site/shared/data/benchmarks.json is the source of truth for the website tables and benchmark comparison articles. The benchmark suites merge fresh results into it through bench/site-bench.ts. The public tables include