ai-core/ag-ui-protocol

ai-core/ag-ui-protocol is a skill for Claude Code from TanStack/ai. It costs 94 tokens per session (3,557 once invoked), scanned A, original, MIT.

Server-side support for the AG-UI protocol, a standard way for an AI service to stream typed events to a user interface. It covers messages, tool calls, run status, errors, and state updates over web streams.

In plain words
What is it for?
Building server endpoints that stream chat and agent events, receiving agent inputs, handling tool calls, reporting run progress, and sending state changes.
Why use it?
It removes the need to design a separate streaming format for every AI application. The supplied helpers turn agent output into common SSE or NDJSON responses.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the tanstack-ai plugin — 47 skills shipped together

Good fit Building server endpoints that stream chat and agent events, receiving agent inputs, handling tool calls, reporting run progress, and sending state changes.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/tanstack/ai/ag-ui-protocol
About the project

TanStack AI is a TypeScript SDK for building applications that stream AI responses, call tools, run agents, produce structured output, and handle multimodal or realtime interactions. Developers use it across frameworks and AI providers through shared typed interfaces and provider adapters. The catalogue entries are add-ons for working with this SDK.

TanStack/ai · 3,199 stars · on GitHub · tanstack.com

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add TanStack/ai --skill ag-ui-protocol
Clone the repo
git clone --depth 1 https://github.com/TanStack/ai

Made for: Claude Code.

Or install tanstack-ai, the plugin that ships this one along with the rest of its 47 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai-core/ag-ui-protocol

README.md
[![agentmods](https://agentmods.dev/badge/skills/tanstack/ai/ag-ui-protocol/github.svg)](https://agentmods.dev/skills/tanstack/ai/ag-ui-protocol)
Your own site
<a href="https://agentmods.dev/skills/tanstack/ai/ag-ui-protocol"><img src="https://agentmods.dev/badge/skills/tanstack/ai/ag-ui-protocol/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-core/ag-ui-protocol

Your own site · 80×15
<a href="https://agentmods.dev/skills/tanstack/ai/ag-ui-protocol"><img src="https://agentmods.dev/badge/skills/tanstack/ai/ag-ui-protocol.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 94 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,557 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 2 findings, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Prompt Injection · line 186
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
  • medium Prompt Injection · line 191
    Large whitespace padding was detected (a block of blank lines or a long run of spaces). This can push injected instructions below or to the right of the visible area so a human reviewer never sees them while the agent still reads them. Manual review of the hidden content is recommended.
    Fix: Remove the large whitespace padding (blank-line blocks or long space runs) and review any content hidden below or to the right of it. Keep skill files compact and reviewable so no instructions can be
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00094 $0.03557
Opus 5.5 $0.00038 $0.01423
Sonnet 5.5 $0.00019 $0.00711
Haiku 4.5 $0.00009 $0.00356

Measured 1mo ago against content hash c6cbca5b842f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-core/ag-ui-protocol scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

packages/ai/skills/ai-core/ag-ui-protocol/SKILL.md · 341 lines

How it starts

The opening of the file, as written. The whole thing — 341 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AG-UI Protocol

This skill builds on ai-core. Read it first for critical rules.

Setup — Server Endpoint Producing AG-UI Events via SSE

import { chat, toServerSentEventsResponse } from '@tanstack/ai'
import { openaiText } from '@tanstack/ai-openai'

export async function POST(request: Request) {
  const { messages } = await request.json()
  const stream = chat({
    adapter: openaiText('gpt-5.6'),
    messages,
  })
  return toServerSentEventsResponse(stream)
}

chat() returns an AsyncIterable<StreamChunk>. Each StreamChunk is a typed AG-UI event (discriminated union on type). The toServerSentEventsResponse() helper encodes that iterable into an SSE-formatted Response with correct headers.

Setup — Receiving AG-UI RunAgentInput on the Server

import {
  chat,
  chatParamsFromRequestBody,
  mergeAgentTools,
  toServerSentEventsResponse,
} from '@tanstack/ai'
import { openaiText } from '@tanstack/ai-openai'
import { serverTools } from './tools'

export async function POST(req: Request) {
  let params
  try {
    params = await chatParamsFromRequestBody(await req.json())
  } catch (error) {
    return new Response(
      error instanceof Error ? error.message : 'Bad request',
      { status: 400 },
    )
  }

  const stream = chat({
    adapter: openaiText('gpt-5.6'),
    messages: params.messages,
    tools: mergeAgentTools(serverTools, params.tools),
  })

  return toServerSentEventsResponse(stream)
}

chatParamsFromRequestBody validates the body against RunAgentInputSchema from @ag-ui/core. mergeAgentTools merges the server's tool registry with client-declared tools (server wins on collision; client-only tools become no-execute stubs that flow through the runtime's ClientToolRequest path).

params.messages is a mixed array of TanStack UIMessage anchors (with parts) and AG-UI fan-out duplicates ({role:'tool',...}, {role:'reasoning',...}). The existing convertMessagesToModelMessages (called inside chat()) handles dedup automatically.

Read the full file on GitHub · 341 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 1mo ago Changed · +6 lines c6cbca5b842f
  2. 1mo ago First seen · 335 lines · 94 tokens per session scan A 58d774027186

Subscribe to this mod's changes

ai-core/ag-ui-protocol is a skill published in the GitHub repository TanStack/ai (3,199 stars, last pushed today), licensed MIT. It adds 94 tokens to every session and 3,557 once invoked, about $0.0004 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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