@nimblebrain/synapse

Agent-aware app SDK for the MCP ext-apps protocol. One await connect() and you're live — typed tool calls, reactive data sync, and React hooks that work in any host implementing ext-apps (Claude Desktop, VS Code, ChatGPT, NimbleBrain, or your own runtime).
What is Synapse?
Synapse is an optional enhancement layer over @modelcontextprotocol/ext-apps. It wraps the ext-apps protocol handshake and adds:
- Zero-config handshake —
await connect() resolves when the host is ready. You never see ui/initialize.
- Typed tool calls — call MCP tools with full TypeScript input/output types
- Reactive data sync — subscribe to data change events from the agent
- Theme tracking — automatic light/dark mode and custom design tokens
- State store — Redux-like store with optional persistence and LLM visibility
- Keyboard forwarding — forward shortcuts from sandboxed iframes to the host
- Code generation — generate TypeScript types from manifests, running servers, or JSON schemas
In non-NimbleBrain hosts (Claude Desktop, VS Code, ChatGPT), NB-specific features degrade gracefully to no-ops while ext-apps baseline behavior is preserved.
Why Synapse?
Raw ext-apps gives you an iframe and postMessage. That works — until the agent changes data and your UI goes stale, or the user filters a view and the agent can't see what they're looking at, or you spend an afternoon wiring up JSON-RPC request tracking for the third time.
Synapse handles the plumbing so you can focus on the UI. See Why Synapse? for before/after comparisons of each problem it solves.
Install
npm install @nimblebrain/synapse
Peer dependency: @modelcontextprotocol/ext-apps@^1.3.1
Building a Python MCP server? The server half — one self-contained ui://
component rendered across ChatGPT, Claude, and NimbleBrain — ships as the
nimblebrain-synapse PyPI package (pip install nimblebrain-synapse).
Package Exports
@nimblebrain/synapse | Vanilla JS core — connect(), createSynapse(), createStore() |
@nimblebrain/synapse/react | React hooks and providers (AppProvider, SynapseProvider) |
@nimblebrain/synapse/ui | Component library — tokens, primitives, components, layouts |
@nimblebrain/synapse/ui/base | Side-effect import that establishes the root-height chain (html, body, #root) the app shell fills. AppFrame does this automatically on render; import it in your entry to apply it before first paint |
@nimblebrain/synapse/vite | Vite plugin for dev mode |
@nimblebrain/synapse/codegen | CLI + programmatic code generation |
@nimblebrain/synapse/iife | Pre-built IIFE bundle for <script> tags (window.Synapse) |
UI Components (@nimblebrain/synapse/ui)
A React component library for embedded Synapse apps: a token contract, layout
primitives (Stack, Inline, …), components (Card, Badge, Drawer,
Table, ListRow, …), and responsive layout scaffolds (AppFrame,
SidebarLayout, ListDetailLayout). The gallery/ app is a living reference —
every token and component in light/dark across several themes.
Design principles
These are the durable decisions behind the library; they rarely change.
- The library holds no brand. Tokens are
var(--token, neutral-fallback)
references, not hex values. The host injects the real palette at runtime
(the MCP ext-apps hostContext.styles.variables), so the same app adopts
whatever host it runs in. Standalone, it renders in neutral fallbacks.
- That includes typography — the SDK ships no fonts. Font fallbacks are
web-safe system stacks, so an app renders correctly with no host, no network,
and no font files. A host that wants its own typeface sends
@font-face
descriptors on the theme; the library fetches nothing on its own. See
Host fonts.
- Theme via CSS, not React. Components style with token-driven inline-style
objects whose values are those
var() refs, so theming — including light/dark —
resolves in CSS with no re-render. ensureStyle injects keyframes and
pseudo-state rules once; brand values never get baked in.
- Scaffold only genuinely-complex layouts.
AppFrame, SidebarLayout, and
ListDetailLayout exist because they encapsulate real responsive/stateful
complexity. Boards, grids, and simple lists are primitives + recipes, not
components — the library codifies the shapes apps actually take, not a general
layout engine.
- Responsive to the pane, not the device. Layouts observe their own width
(
ResizeObserver via useBreakpoint), because an app's iframe may be
fullscreen, split, or a narrow rail regardless of screen size.
- Sandbox-safe overlays.
Drawer is a plain <div> overlay, not a native
<dialog>: the app iframe withholds allow-modals, so <dialog>.showModal()
throws there. The scrim, Tab focus trap, focus-in/restore, scroll-lock, and
Escape are hand-rolled.
Host fonts
A CSS custom property can name a font family but cannot load one, and an app
iframe is its own document — it inherits no @font-face from the host page. So a
host that sends only tokens is naming a typeface the app has no way to render.
SynapseTheme.fontFaces closes that gap: the host sends the faces alongside the
tokens, and the SDK loads them into the app document.
{
mode: "dark",
tokens: { "--font-sans": "'Your Sans', system-ui, sans-serif" },
fontFaces: [
{ family: "Your Sans", src: "url('/fonts/your-sans.woff2') format('woff2')", weight: "400 700" },
],
}
family | Must match the family named in the host's --font-* token value. |
src | Any CSS src descriptor — relative (url('/fonts/x.woff2')), absolute (url('https://cdn.example/x.woff2')), or data:. |
weight | Single weight (400) or a variable range (400 700). Optional. |
style | normal, italic, … Optional. |
display | Defaults to swap, so text paints in the fallback rather than blocking. Optional. |
Three things worth knowing:
- Sending no fonts is a supported configuration, not a degraded one. Omit
fontFaces and the app renders in the web-safe fallbacks (system-ui,
ui-monospace, Georgia).
- Give every
--font-* token value a web-safe tail. A bare family name with
no matching face falls through to the browser default, not to your intended
stack. "'Your Sans', system-ui, sans-serif", never "'Your Sans'".
- The URL must satisfy the app iframe's CSP — and
'self' may not mean what
you expect. A host that mounts apps in a srcdoc iframe without
allow-same-origin (the usual choice, since granting it to third-party app
HTML is a sandbox escape) gives the frame an opaque origin, and CSP
'self' then matches nothing. Under a typical font-src 'self' data:, a
data: URI is the only form that works unconditionally; any http(s) URL —
self-hosted or CDN — needs the host to add that origin to the frame's CSP.
Check the host's policy before choosing between them.
Faces are applied through the same funnel as the token variables
(applyTheme), so a theme change can never leave an app with the host's palette
under the wrong typeface.
Quick Start
Vanilla JS
import { connect } from "@nimblebrain/synapse";
const app = await connect({ name: "my-app", version: "1.0.0" });
console.log(app.theme.mode);
console.log(app.hostInfo);
app.on("tool-result", (data) => {
console.log(data.content);
});
const result = await app.callTool("get_items", { limit: 10 });
console.log(result.data);
app.updateModelContext(
{ selectedItem: "item-42" },
"User is viewing item 42",
);
React
import { AppProvider, useToolResult, useResize } from "@nimblebrain/synapse/react";
function App() {
return (
<AppProvider name="my-app" version="1.0.0">
<ItemList />
</AppProvider>
);
}
function ItemList() {
const result = useToolResult();
const resize = useResize();
useEffect(() => { if (result) resize(); }, [result, resize]);
if (!result) return <p>Waiting for data...</p>;
return result.content.items.map((item) => <div key={item.id}>{item.name}</div>);
}
Script Tag (IIFE)
Drop a single <script> tag — no bundler required:
<script src="https://unpkg.com/@nimblebrain/synapse/dist/connect.iife.global.js"></script>
<script>
Synapse.connect({ name: "widget", version: "1.0.0", autoResize: true })
.then(app => {
app.on("tool-result", (data) => {
document.getElementById("root").innerHTML = render(data.content);
});
});
</script>
Vite Plugin
import { synapseVite } from "@nimblebrain/synapse/vite";
export default {
plugins: [
synapseVite({
appName: "my-app",
}),
],
};
Code Generation
Generate TypeScript types from an app manifest:
npx synapse --from-manifest ./manifest.json --out src/generated/types.ts
Or from a running MCP server:
npx synapse --from-server http://localhost:3000 --out src/generated/types.ts
Or from a directory of .schema.json files (generates CRUD tool types):
npx synapse --from-schema ./schemas --out src/generated/types.ts
Handling Events
The App object returned by connect() uses a unified on() method for all events. Each call returns an unsubscribe function.
const app = await connect({ name: "my-app", version: "1.0.0" });
const unsub = app.on("tool-result", (data) => {
console.log(data.content);
console.log(data.structuredContent);
console.log(data.raw);
});
app.on("tool-input", (args) => {
console.log(args);
});
app.on("theme-changed", (theme) => {
document.body.classList.toggle("dark", theme.mode === "dark");
});
app.on("teardown", () => {
saveState();
});
app.on("synapse/data-changed", (params) => {
refreshData();
});
unsub();
"tool-result" | ui/notifications/tool-result | ToolResultData (parsed) |
"tool-input" | ui/notifications/tool-input | Record<string, unknown> |
"tool-input-partial" | ui/notifications/tool-input-partial | Record<string, unknown> |
"tool-cancelled" | ui/notifications/tool-cancelled | — |
"theme-changed" | ui/notifications/host-context-changed | Theme |
"teardown" | ui/resource-teardown | — |
| Any custom string | Passed through as-is | unknown |
State Store
Create a typed, reactive store with optional persistence and agent visibility:
import { createSynapse, createStore } from "@nimblebrain/synapse";
const synapse = createSynapse({ name: "my-app", version: "1.0.0" });
const store = createStore(synapse, {
initialState: { count: 0, items: [] },
actions: {
increment: (state) => ({ ...state, count: state.count + 1 }),
addItem: (state, item: string) => ({
...state,
items: [...state.items, item],
}),
},
persist: true,
visibleToAgent: true,
summarize: (state) => `${state.items.length} items, count=${state.count}`,
});
store.dispatch.increment();
store.dispatch.addItem("hello");
Use useStore in React:
import { useStore } from "@nimblebrain/synapse/react";
function Counter() {
const { state, dispatch } = useStore(store);
return <button onClick={() => dispatch.increment()}>{state.count}</button>;
}
API Reference
connect(options) — Recommended
Creates a connected App instance. The returned promise resolves after the ext-apps handshake completes — theme, host info, and tool context are available immediately.
import { connect } from "@nimblebrain/synapse";
const app = await connect({ name: "my-app", version: "1.0.0" });
name | string | App name (must match registered bundle name) |
version | string | Semver version |
autoResize | boolean? | Observe document.body and auto-send size-changed. Default: false |
App Properties
theme | Theme | Current theme (mode, tokens) |
hostInfo | { name, version } | Host identity |
toolInfo | { tool } | null | Tool context if launched from a tool call |
containerDimensions | Dimensions | null | Container size constraints from host |
App Methods
on(event, handler) | Subscribe to events. Returns unsubscribe function. |
resize(width?, height?) | Send size to host. Auto-measures document.body if no args. |
openLink(url) | Open a URL (host-aware) |
updateModelContext(state, summary?) | Push LLM-visible state |
callTool(name, args?) | Call an MCP tool and get typed result |
sendMessage(text, context?) | Send a chat message to the agent |
destroy() | Clean up all listeners, observers, and timers |
createSynapse(options) — Advanced / Legacy
The original Synapse API. Still fully supported — use it when you need the state store, agent actions, file operations, or NimbleBrain-specific features not yet surfaced in connect().
import { createSynapse } from "@nimblebrain/synapse";
const synapse = createSynapse({ name: "my-app", version: "1.0.0" });
await synapse.ready;
name | string | App name (must match registered bundle name) |
version | string | Semver version |
internal | boolean? | Enable cross-server tool calls (NB internal only) |
forwardKeys | KeyForwardConfig[]? | Custom keyboard forwarding rules |
Synapse Methods
ready | Promise that resolves after the ext-apps handshake |
isNimbleBrainHost | Whether the host is a NimbleBrain platform |
callTool(name, args?) | Call an MCP tool and get typed result |
callToolAsTask(name, args?, opts?) | Call a long-running tool task-augmented; returns a Promise<TaskHandle>. See Long-running tools below. |
onDataChanged(cb) | Subscribe to data change events |
onAction(cb) | Subscribe to agent actions (typed, declarative) |
getTheme() | Get current theme |
onThemeChanged(cb) | Subscribe to theme changes |
action(name, params?) | Dispatch a NB platform action |
chat(message, context?) | Send a chat message to the agent |
setVisibleState(state, summary?) | Push LLM-visible state (debounced 250ms) |
downloadFile(name, content, mime?) | Trigger a file download (NB-only) |
pickFile(options?) | Open native file picker, single file (NB-only) |
pickFiles(options?) | Open native file picker, multiple files (NB-only) |
openLink(url) | Open a URL (host-aware) |
destroy() | Clean up all listeners and timers |
Synapse also exposes _hostTasksCapability: TasksCapability | undefined | null — the host's declared tasks capability from ui/initialize. null pre-handshake, undefined if the host did not advertise tasks, or the TasksCapability shape if it did. Read it to feature-detect before calling callToolAsTask.
React Hooks
AppProvider-based (Recommended)
Wrap your app with <AppProvider> and use these hooks. Each is a thin wrapper over connect().
import { AppProvider, useApp, useToolResult, useToolInput, useResize } from "@nimblebrain/synapse/react";
useApp() | App | Access the connected App instance |
useToolResult() | ToolResultData | null | Re-renders on every tool-result event |
useToolInput() | Record<string, unknown> | null | Re-renders on every tool-input event |
useConnectTheme() | Theme | Reactive theme from connect() |
useResize() | (w?, h?) => void | Resize helper — auto-measures body if no args |
To call a tool on this path, use the App instance: useApp(), then app.callTool(name, args). The useCallTool hook (with built-in loading state) belongs to the SynapseProvider set below.
SynapseProvider-based (Legacy)
For existing apps using createSynapse(). Still fully supported.
import { SynapseProvider, useSynapse, useCallTool, useTheme } from "@nimblebrain/synapse/react";
useSynapse() | Synapse | Access the Synapse instance |
useCallTool(name) | { call, data, isPending, error } | Call a tool with loading/error state |
useDataSync(cb) | — | Subscribe to data change events |
useTheme() | SynapseTheme | Reactive theme object |
useAction() | (name, params?) => void | Dispatch platform actions |
useAgentAction(cb) | — | Subscribe to agent actions |
useChat() | (msg, ctx?) => void | Send chat messages |
useVisibleState() | (state, summary?) => void | Push LLM-visible state |
useFileUpload() | File picker helpers | File upload (NB-only) |
useStore(store) | { state, dispatch } | Bind a store to React |
useCallToolAsTask(name) | { fire, task, result, error, isWorking, isTerminal, cancel } | Lifecycle wrapper around callToolAsTask for long-running tools. See below. |
Long-running tools (tasks)
For tools whose work exceeds the stock MCP request timeout (~60s) — research runs, batch imports, multi-stage analyses — use callToolAsTask (or useCallToolAsTask in React) instead of callTool. The host returns a CreateTaskResult immediately; the actual CallToolResult is fetched via tasks/result when the task reaches a terminal state.
import { useCallToolAsTask } from "@nimblebrain/synapse/react";
function ResearchPanel() {
const { fire, task, result, error, isWorking, isTerminal, cancel } =
useCallToolAsTask<{ query: string }, { report: string }>("start_research");
if (!task) return <button onClick={() => fire({ query: "Q2 metrics" })}>Run</button>;
if (isWorking) return <Spinner onCancel={cancel} status={task.status} />;
if (error) return <ErrorBox error={error} />;
return <Report data={result} />;
}
Authoring task-aware tools. The server side declares execution.taskSupport: "optional" (or "required") on the tool's tools/list entry. With FastMCP (Python):
from fastmcp.server.tasks import TaskConfig
@mcp.tool(task=TaskConfig(mode="optional"))
async def start_research(query: str, ctx: Context) -> dict:
...
mode="optional" lets the same tool run inline (callTool) or as a task (callToolAsTask) — the client decides. mode="required" rejects non-task calls with JSON-RPC -32601.
Dual-channel pattern. When a task creates a domain entity (a research run, an import job), the entity ID is delivered via synapse/data-changed / useDataSync, not the task result. The task channel signals "started / running / done / cancelled"; the entity channel carries the durable record. UIs that need to navigate to the new entity should listen on useDataSync rather than awaiting result().
Capability detection. Hosts that don't support tasks won't advertise the tasks.requests.tools.call capability. callToolAsTask throws on hosts without the capability — wrap in a try/catch and fall back to callTool if you want graceful degradation:
try {
const handle = await synapse.callToolAsTask("start_research", { query });
} catch (err) {
if (String(err).includes("tasks.requests.tools.call")) {
const result = await synapse.callTool("start_research", { query });
} else {
throw err;
}
}
Status notifications are optional. Per spec, hosts MAY emit notifications/tasks/status but consumers MUST NOT rely on them. useCallToolAsTask polls tasks/get as a fallback (using pollInterval × 1.5 from the initial Task, defaulting to ~7.5s). Polling stops automatically on terminal status, on result() settling, or after 5 consecutive refresh failures.
Cancellation. handle.cancel() issues tasks/cancel. Cancelling an already-terminal task surfaces a -32602 error from the host. Unmounting a React component does not cancel the server-side task — the task continues, and the user can re-fire to recover state.
Development
npm install
npm run build
npm test
npm run typecheck
npm run lint
npm run lint:fix
npm run ci
Publishing
Publishing uses npm trusted publishing via GitHub Actions. No npm login needed.
npm version patch
git push origin main --tags
The publish.yml workflow triggers on v* tags. It runs the full CI suite, verifies the tag matches package.json, then publishes with --provenance.
License
MIT