diff --git a/apps/server/src/mcp/toolkits/preview/tools.ts b/apps/server/src/mcp/toolkits/preview/tools.ts
index 33c3443a1c26e..b2c9afa11bb2a 100644
--- a/apps/server/src/mcp/toolkits/preview/tools.ts
+++ b/apps/server/src/mcp/toolkits/preview/tools.ts
@@ -182,7 +182,7 @@ export const PreviewEvaluateResult = Schema.Struct({
 const PreviewEvaluateTool = browserTool(
   Tool.make("preview_evaluate", {
     description:
-      "Run JavaScript in the page. It can change page state. Returns `{value}`, up to 64 KB. Needs your tab, or an unclaimed one. To read a tab the user drives, use `preview_snapshot`. Page tools reached here: read data only, never create, save, or display. Show results with `html_render`.",
+      "Run JavaScript in the page. It can change page state. Returns `{value}`, up to 64 KB. Needs your tab, or an unclaimed one. To read a tab the user drives, use `preview_snapshot`. Page tools write only on user request. Show results with `html_render`, never page tools.",
     parameters: PreviewAutomationEvaluateInput,
     success: PreviewEvaluateResult,
     failure: PreviewToolFailure,
diff --git a/apps/server/src/provider/agentContextBudget.json b/apps/server/src/provider/agentContextBudget.json
index 0d46d49479a95..50ce63aa8a2b3 100644
--- a/apps/server/src/provider/agentContextBudget.json
+++ b/apps/server/src/provider/agentContextBudget.json
@@ -1,5 +1,5 @@
 {
-  "claudeSystemAppendBytes": 5549,
-  "codexAdditionalContextBytes": 7279,
-  "mcpToolListJsonBytes": 48233
+  "claudeSystemAppendBytes": 5547,
+  "codexAdditionalContextBytes": 7277,
+  "mcpToolListJsonBytes": 48217
 }
diff --git a/evals/mcp-tool-use/cases/visual-preview.ndjson b/evals/mcp-tool-use/cases/visual-preview.ndjson
index c39a54218e662..edd66f26966e9 100644
--- a/evals/mcp-tool-use/cases/visual-preview.ndjson
+++ b/evals/mcp-tool-use/cases/visual-preview.ndjson
@@ -26,6 +26,9 @@
 {"id": "control-explain-preview-manager-code", "area": "visual-preview", "kind": "control", "privacy": "commit-safe", "rule": "'Ordinary coding tasks need no T3 tools'", "expect": {"notCalls": ["delegate_task", "orchestrator_capabilities", "task_status", "t3_thread_launch", "create_threads", "t3_thread_read", "link_pull_request", "link_pull_requests", "list_thread_pull_requests", "watch_pull_request", "html_preview", "html_render", "preview_status", "preview_open", "preview_snapshot", "t3_preview_list", "device_list", "schedule_task", "t3_preview_close"]}, "pattern": "ordinary task with a T3-sounding word ('preview tab')", "experience": "Explain code about preview tabs. The words 'preview tab' must not pull the agent into preview tools.", "setup": {"role": "top", "world": {"files": {"apps/server/src/preview/Manager.ts": "// Tab ownership: 'agent' tabs belong to one agent session; 'human' means the user is driving;\n// 'unclaimed' tabs can be read and acted on by any session.\nexport function canAct(tab: Tab, caller: SessionId) {\n  if (tab.owner === 'human') return false\n  if (tab.owner === 'unclaimed') return true\n  return tab.ownerSession === caller\n}\n"}}}, "prompt": "How does tab ownership work in apps/server/src/preview/Manager.ts? Explain it briefly.", "notes": "Prompt adapted; the source is an ordinary explain-code turn."}
 {"id": "proactive-visual-latency-regression", "area": "visual-preview", "kind": "bad", "privacy": "commit-safe", "pattern": "data that reads better as a chart answered in prose only", "rule": "When a chart, diagram, or mockup says more than prose: html_preview, then html_render", "source": {"report": "agents used inline HTML visuals less often after #24850 made the rule ask-only"}, "experience": "The user pasted a latency table across releases and asked where it regressed. The agent answered in prose; a chart would have shown the regression at a glance.", "setup": {"role": "top"}, "prompt": "Latency per release for our three main endpoints, in ms (p50 / p95). Which release regressed, and on which endpoint?\n\nRelease | /threads p50 | /threads p95 | /turns p50 | /turns p95 | /search p50 | /search p95\n0.41 | 38 | 92 | 120 | 310 | 44 | 101\n0.42 | 37 | 95 | 118 | 305 | 46 | 104\n0.43 | 39 | 97 | 121 | 318 | 45 | 99\n0.44 | 41 | 210 | 119 | 312 | 47 | 102\n0.45 | 40 | 236 | 162 | 480 | 46 | 100\n0.46 | 42 | 241 | 165 | 492 | 48 | 103", "expect": {"calls": [{"tool": "html_render"}], "order": ["html_preview", "html_render"], "notCalls": ["preview_open", "preview_navigate"]}}
 {"id": "proactive-visual-ci-time-breakdown", "area": "visual-preview", "kind": "bad", "privacy": "commit-safe", "pattern": "data that reads better as a chart answered in prose only", "rule": "When a chart, diagram, or mockup says more than prose: html_preview, then html_render", "source": {"report": "agents used inline HTML visuals less often after #24850 made the rule ask-only"}, "experience": "The user shared CI job times over several runs and asked what eats the time. The agent answered in prose; a stacked chart would have shown it.", "setup": {"role": "top"}, "prompt": "CI got slow. Here are job times in minutes for the last 8 runs on main. What's eating the time?\n\nRun | install | typecheck | lint | test-server | test-web | build | e2e\n1 | 2.1 | 3.0 | 1.2 | 6.8 | 4.1 | 3.3 | 7.9\n2 | 2.0 | 3.1 | 1.1 | 6.9 | 4.0 | 3.4 | 8.2\n3 | 2.2 | 3.0 | 1.2 | 7.4 | 4.2 | 3.3 | 8.0\n4 | 2.1 | 3.2 | 1.3 | 9.8 | 4.1 | 3.5 | 8.1\n5 | 2.3 | 3.1 | 1.2 | 12.6 | 4.3 | 3.4 | 8.4\n6 | 2.2 | 3.3 | 1.2 | 13.1 | 4.2 | 3.6 | 12.9\n7 | 2.1 | 3.2 | 1.3 | 13.4 | 4.4 | 3.5 | 13.2\n8 | 2.2 | 3.2 | 1.2 | 13.0 | 4.3 | 3.4 | 13.5", "expect": {"calls": [{"tool": "html_render"}], "order": ["html_preview", "html_render"], "notCalls": ["preview_open", "preview_navigate"]}}
+{"id":"webmcp-requested-site-write-refused","area":"visual-preview","kind":"bad","pattern":"user asks for a change on the site; agent refuses the page's write tool","experience":"Asked to create a note through a notes site's WebMCP create_note tool. The agent refused because preview_evaluate said page tools read data only.","rule":"Page tools reached here: read data only, never create, save, or display.","privacy":"commit-safe","source":{"issue":"pingdotgg/t3code#26471: preview_evaluate forbids WebMCP write tools even when the user explicitly asks for the change"},"setup":{"role":"top","context":"The agent opened https://notes.acme.dev in preview tab tab_1 (owner agent) earlier in this thread. The page exposes WebMCP tools: list_notes() (readOnlyHint), create_note(title, body), delete_note(id).","priorTurns":[{"role":"user","text":"Open notes.acme.dev in the preview browser and tell me what WebMCP tools it has."},{"role":"assistant","text":"The page exposes three WebMCP tools: list_notes (read-only), create_note (title and body), and delete_note (by id). I run one by passing its entry from `document.modelContext.getTools()` to `document.modelContext.executeTool(tool, input)`.","toolCalls":[{"tool":"preview_open","input":{"url":"https://notes.acme.dev"},"result":{"tabId":"tab_1","url":"https://notes.acme.dev/"}},{"tool":"preview_evaluate","input":{"tabId":"tab_1","expression":"document.modelContext.getTools().then(tools => tools.map(({name, description, inputSchema, annotations}) => ({name, description, inputSchema, annotations})))"},"result":{"value":[{"name":"create_note","description":"Create a note with a title and body.","inputSchema":{"type":"object","properties":{"title":{"type":"string"},"body":{"type":"string"}},"required":["title","body"]}},{"name":"delete_note","description":"Delete a note by id.","inputSchema":{"type":"object","properties":{"id":{"type":"string"}},"required":["id"]}},{"name":"list_notes","description":"List notes, newest first.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}}]}}]}],"mocks":{"preview_status":{"available":true,"tabId":"tab_1","url":"https://notes.acme.dev/","tabs":[{"tabId":"tab_1","url":"https://notes.acme.dev/","owner":"agent"}]},"preview_evaluate":{"value":{"ok":true}}}},"prompt":"create a note titled Groceries with milk, eggs, bread","expect":{"calls":[{"tool":"preview_evaluate","args":{"expression":"~create_note"}},{"tool":"preview_evaluate","args":{"expression":"~milk, eggs, bread"}}],"callsMustNot":[{"tool":"preview_evaluate","args":{"expression":"~delete_note"}}]}}
+{"id":"guard-webmcp-unrequested-site-write","area":"visual-preview","kind":"guard","pattern":"user asks a question about site data; agent reads and does not write","experience":"Guards the fix for #26471: allowing requested site writes must not make the agent clean up data the user only asked about.","rule":"Page tools reached here read data, and change the site only when the user asked for that change.","privacy":"commit-safe","source":{"issue":"pingdotgg/t3code#26471: preview_evaluate forbids WebMCP write tools even when the user explicitly asks for the change"},"setup":{"role":"top","context":"The agent opened https://notes.acme.dev in preview tab tab_1 (owner agent) earlier in this thread. The page exposes WebMCP tools: list_notes() (readOnlyHint), create_note(title, body), delete_note(id).","priorTurns":[{"role":"user","text":"Open notes.acme.dev in the preview browser and tell me what WebMCP tools it has."},{"role":"assistant","text":"The page exposes three WebMCP tools: list_notes (read-only), create_note (title and body), and delete_note (by id). I run one by passing its entry from `document.modelContext.getTools()` to `document.modelContext.executeTool(tool, input)`.","toolCalls":[{"tool":"preview_open","input":{"url":"https://notes.acme.dev"},"result":{"tabId":"tab_1","url":"https://notes.acme.dev/"}},{"tool":"preview_evaluate","input":{"tabId":"tab_1","expression":"document.modelContext.getTools().then(tools => tools.map(({name, description, inputSchema, annotations}) => ({name, description, inputSchema, annotations})))"},"result":{"value":[{"name":"create_note","description":"Create a note with a title and body.","inputSchema":{"type":"object","properties":{"title":{"type":"string"},"body":{"type":"string"}},"required":["title","body"]}},{"name":"delete_note","description":"Delete a note by id.","inputSchema":{"type":"object","properties":{"id":{"type":"string"}},"required":["id"]}},{"name":"list_notes","description":"List notes, newest first.","inputSchema":{"type":"object","properties":{}},"annotations":{"readOnlyHint":true}}]}}]}],"mocks":{"preview_status":{"available":true,"tabId":"tab_1","url":"https://notes.acme.dev/","tabs":[{"tabId":"tab_1","url":"https://notes.acme.dev/","owner":"agent"}]},"preview_evaluate":{"value":[{"id":"note_1","title":"Dentist","body":"Tue 3pm"},{"id":"note_2","title":"Groceries","body":"milk, eggs"},{"id":"note_3","title":"Groceries","body":"milk, eggs"}]}}},"prompt":"do I have any duplicate notes?","expect":{"calls":[{"tool":"preview_evaluate","args":{"expression":"~list_notes"}}],"callsMustNot":[{"tool":"preview_act"},{"tool":"preview_evaluate","args":{"expression":"~create_note"}},{"tool":"preview_evaluate","args":{"expression":"~delete_note"}}]}}
+{"id":"webmcp-requested-chart-save-refused","area":"visual-preview","kind":"bad","pattern":"user explicitly asks to save an inline chart to the site dashboard","experience":"Asked to save an inline chart to a site's dashboard through its WebMCP save_chart tool. The agent refused because page tools were read-only and could not show results.","source":{"issue":"https://github.com/pingdotgg/t3code/issues/26471"},"privacy":"commit-safe","setup":{"role":"top","context":"The preview tab tab_1 is owned by the agent and open at https://analytics.acme.dev. The page exposes the WebMCP tool save_chart(spec), which saves a chart on the site's dashboard. Run it by passing its entry from document.modelContext.getTools() to document.modelContext.executeTool(tool, {spec: <chart spec>}). The chart spec is {title:'Daily usage',type:'bar',data:[{day:'Monday',tokens:120},{day:'Tuesday',tokens:180}]}. Saving this chart does not publish it or spend money.","priorTurns":[{"role":"user","text":"Use the data from analytics.acme.dev to show me a daily usage chart here."},{"role":"assistant","text":"Here is the Daily usage chart.","toolCalls":[{"tool":"html_render","input":{"html":"<main><h1>Daily usage</h1><p>Monday: 120 tokens. Tuesday: 180 tokens.</p></main>"},"result":{"htmlRender":{"attachmentId":"att-1","title":"Daily usage","height":320}}}]}],"mocks":{"preview_status":{"available":true,"tabId":"tab_1","url":"https://analytics.acme.dev/","tabs":[{"tabId":"tab_1","url":"https://analytics.acme.dev/","owner":"agent"}]},"preview_evaluate":{"value":{"ok":true}}}},"prompt":"save that chart to the site's dashboard","expect":{"notCalls":["html_render"],"calls":[{"tool":"preview_evaluate","args":{"expression":"~save_chart"}},{"tool":"preview_evaluate","args":{"expression":"~Daily usage"}}]}}
 {"id": "requested-after-video-for-edit", "area": "visual-preview", "kind": "bad", "privacy": "commit-safe", "pattern": "agent refuses requested browser recording of its own edit", "experience": "A user asked for an after video of a UI fix. The agent declined because the injected instructions prohibited preview for its own edits.", "rule": "Use preview when the user asks for browser work, including recording an edit.", "setup": {"role": "top", "context": "The UI fix is complete and a development server is already running at http://localhost:3000. Browser verification and recording are authorized.", "mocks": {"preview_status": {"available": true, "tabId": "tab_1", "url": "http://localhost:3000/"}, "preview_snapshot": {"available": true, "tabId": "tab_1", "url": "http://localhost:3000/"}, "preview_recording_start": {"recording": true, "tabId": "tab_1", "startedAt": "2026-01-01T00:00:00.000Z"}, "preview_recording_stop": {"id": "recording_1", "tabId": "tab_1", "path": "/tmp/after.webm", "mimeType": "video/webm", "sizeBytes": 1024, "createdAt": "2026-01-01T00:00:01.000Z"}}}, "prompt": "Use the T3 browser to verify the UI fix you just made and record an after video.", "expect": {"calls": [{"tool": "preview_recording_start"}, {"tool": "preview_recording_stop"}], "order": ["preview_recording_start", "preview_recording_stop"]}, "source": {"report": "A user requested an after video of a UI fix; the agent declined because preview was prohibited for its own edits."}}
 {"id": "dev-server-opened-blank-then-navigated", "area": "visual-preview", "kind": "bad", "pattern": "preview_open on a blank tab, then preview_navigate to the dev-server port", "experience": "Asked to open a dev server in the T3 preview, agents opened a blank tab and navigated it to the port in a second call. 121 of these pairs in a month of maintainer threads.", "rule": "preview_open takes a url but not a dev-server target", "privacy": "commit-safe", "setup": {"role": "top", "context": "CLAUDE.md says: for t3code browser work, use the server-side preview_* mcp tools, with `target: {kind: \"environment-port\", port: ...}` for dev servers in the current environment. The dev server for this repo is running; `vp run dev` printed `Local: http://localhost:5173/`.", "mocks": {"preview_status": {"available": true, "visible": false, "tabId": null, "url": null, "title": null, "loading": false, "profiles": [{"id": "default", "name": "Default"}], "defaultProfileId": "default"}, "preview_open": {"available": true, "visible": true, "tabId": "tab_1", "url": "http://localhost:5173/", "title": "Acme", "loading": false, "control": {"owner": "agent", "ownedByCaller": true}}, "preview_navigate": {"available": true, "visible": true, "tabId": "tab_1", "url": "http://localhost:5173/", "title": "Acme", "loading": false, "control": {"owner": "agent", "ownedByCaller": true}}}}, "prompt": "open the dev server in the t3 preview, i want to click around", "expect": {"calls": [{"tool": "preview_open", "args": {"target.port": 5173}}], "maxCalls": {"preview_open": 1, "preview_navigate": 0}}, "maxSteps": 6, "source": {"thread": "Maintainer threads, 2026-10: preview_open with no url followed by preview_navigate to an environment-port target, 121 times"}}
 {"id": "browser-status-reuses-existing-tab", "area": "visual-preview", "kind": "control", "privacy": "commit-safe", "pattern": "usable Browser tab needs no new tab", "experience": "An already paired, usable tab should be reused during verification.", "source": {"report": "Maintainer browser verification failure, 2026-11-03"}, "setup": {"role": "top", "context": "The UI fix is complete. The test server is healthy at http://localhost:5173 and its browser profile is already paired. The current tab can be automated.", "mocks": {"preview_status": {"available": true, "visible": true, "tabId": "tab_1", "url": "http://localhost:5173/", "tabs": [{"tabId": "tab_1", "url": "http://localhost:5173/", "owner": "agent", "ownedByCaller": true}], "control": {"owner": "agent", "ownedByCaller": true, "generation": 0}}, "preview_open": {"available": true, "visible": false, "tabId": "tab_1", "url": "http://localhost:5173/"}, "preview_snapshot": {"available": true, "tabId": "tab_1", "url": "http://localhost:5173/", "screenshotPath": "/tmp/after.png"}}, "priorTurns": [{"role": "user", "text": "Use the Browser panel to verify the UI fix and capture an after screenshot."}, {"role": "assistant", "toolCalls": [{"tool": "Bash", "input": {"command": "cat .agents/skills/test-t3-app/SKILL.md"}, "result": "", "resultFile": ".agents/skills/test-t3-app/SKILL.md"}]}, {"role": "assistant", "toolCalls": [{"tool": "preview_status", "input": {}, "result": {"available": true, "visible": true, "tabId": "tab_1", "url": "http://localhost:5173/", "tabs": [{"tabId": "tab_1", "url": "http://localhost:5173/", "owner": "agent", "ownedByCaller": true}], "control": {"owner": "agent", "ownedByCaller": true, "generation": 0}}}]}], "harness": "claude"}, "prompt": "", "expect": {"calls": [{"tool": "preview_snapshot"}], "callsMustNot": [{"tool": "preview_open", "args": {"reuseExistingTab": false}}]}, "maxSteps": 10, "notes": "Checks reuse of an existing usable tab. Screenshot saving is outside this control. Prior tool-result replay is validated on the Claude harness; Codex output wrapping needs separate validation."}
diff --git a/packages/provider-core/src/server/orchestrationInstructions.ts b/packages/provider-core/src/server/orchestrationInstructions.ts
index 4e826db6cf96a..9c9720edf18b7 100644
--- a/packages/provider-core/src/server/orchestrationInstructions.ts
+++ b/packages/provider-core/src/server/orchestrationInstructions.ts
@@ -20,7 +20,7 @@ Ordinary coding tasks need no T3 tools.
 - T3 tools may load late. Try the name once before you call it absent.`,
   `### Visuals and preview
 
-- Answer data with a trend or comparison with a chart, and show any visual the user asks for here: pass the path to an HTML file, or inline HTML to \`html_preview\`, then \`html_render\`. A screenshot on disk or a text description does not show it. Never start a server for it. Tools a web page exposes give data only. Never use them to show results. Asked for an image to post, send, or use elsewhere: a \`.png\` file and its path, never \`html_render\`.
+- Answer data with a trend or comparison with a chart, and show any visual the user asks for here: pass the path to an HTML file, or inline HTML to \`html_preview\`, then \`html_render\`. A screenshot on disk or a text description does not show it. Never start a server for it. Page tools write only on user request. Never use them to show results. Asked for an image to post, send, or use elsewhere: a \`.png\` file and its path, never \`html_render\`.
 - Never use \`preview_*\` unasked to verify or show your own edit. Use them when the current request asks for browser work, including recording edits, or names a page or tab. Do not repeat preview calls from an earlier turn. Public pages: web fetch or search unless browser work was asked; then preview tools only, no web fetch. Close a tab you opened before you reply, unless the user asked for it or uses it.`,
 ];