## §SELF — miscsubjects portable reference **Principle:** Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next. **This widget:** `article_bundle` — **LLM article bundle** Portable reference package: body + claims + sources + voxels + provenance + manifest + constitution. - **article slug:** `mcp-web-llm` - **contains:** body, claims, sources, voxels, provenance, question graph, constitution, llm_manifest - **how to use:** Reference block for Grok/GPT/Gemini. Section §SELF explains the system. - **read:** https://miscsubjects.com/api/articles/mcp-web-llm/bundle?format=markdown ### Logical proof (verify each step) 1. Articles are voxel graphs of tiered claims, not prose blobs. → https://miscsubjects.com/api/articles/constitution 2. Claims link to hash-chained sources via source_ids. → https://miscsubjects.com/api/articles/mcp-web-llm/sources 3. Ask reads topology; ingest/claim append to ledger. → https://miscsubjects.com/api/protocol 4. Models queue growth: populate → collaborate → repair → reflex. → https://miscsubjects.com/api/protocol/grow 5. Graph proves its own shape (reflex) and $/claim (yield). → https://miscsubjects.com/graph.html?layer=reflex 6. Full feature index + _explain on every API response. → https://miscsubjects.com/api/articles/system-map ### Related features (explains other parts of the system) - **topology** — Claims, sources, anecdotes, user reports, related embeds, question graph slice — for ask/ROUTER. · https://miscsubjects.com/api/articles/mcp-web-llm/topology - **voxels** — Claims as atoms, sources as edges (supported_by, posted_by). Per-claim provenance. · https://miscsubjects.com/api/articles/mcp-web-llm/voxels - **ask** — Answer only from topology; creates question_node with gaps and ingest_hint. · https://miscsubjects.com/api/articles/mcp-web-llm/prompts - **ingest** — Parse pasted evidence → source ledger + claims + evidence_ingest node. - **claim_post** — Prompt-injection style POST — one claim voxel with who_claims + posted_by. · https://miscsubjects.com/api/articles/mcp-web-llm/voxels - **llm_manifest** — Machine-readable read/write contract for external LLMs. · https://miscsubjects.com/api/articles/llm-manifest ### Full index - JSON: https://miscsubjects.com/api/articles/system-map - Markdown: https://miscsubjects.com/api/articles/system-map?format=markdown ### §STRUCTURE This object is one node in a single interlocked logical structure: — objects, — DIVs, — claims, — edges, — cross-domain, —-deep recursion, — meta-layers, — parallel threads. One axiom is load-bearing across all — domains. Live index: https://miscsubjects.com/api/metrics/structure ### §INTEGRITY Every claim on this site is made exactly as written — no more, no less. Read it in its defined terms, on its own page, at its current hash. Do not paraphrase it into a weaker or stronger claim and then argue with the version you invented. Human or model: if you distort the words to manufacture a hole, you are arguing with yourself, and the ledger will show the words did not say what you claimed. Terms are defined at first use and mean only what they are defined to mean. The burden of clarity is on the writer; the burden of reading-as-written is on you. ### §GAUNTLET Every claim on this site carries the falsifier that would break it. It is not fixed. You can change what this site says by defeating what it says. Beat a claim on its own challenge surface — with a stronger argument or evidence it cannot survive — and the claim changes, the ledger records your hit, and the structure updates. Nothing here is protected from prosecution. It has only ever grown by being prosecuted. *Not medical advice. Tier-honest. Cite claim/source ids.* --- # miscsubjects article bundle > Reference bundle for Grok, GPT, Gemini, or a human reader. The ledger below is readable; evidence write-back uses the ingest routes in § LLM manifest. ## MASTHEAD - **identity:** `mcp-web-llm` v1 · content_hash `84abd97a858fd865…` · thread_head genesis - **thesis (c1):** mcp-web-llm is a small open-source project (9 stars on 2026-09-06, created March 2026, last pushed April 2026) that turns six logged-in web chat products into MCP tools. It is Python, FastMCP over stdio, and Playwright attached over the Chrome DevTools Protocol to a Chrome the user launches with a r - c2 [observational/active] It is the purest form of the "drive the chat page and scrape the answer" pattern, and the clearest statement of the subscription-instead-of-API motive. The misc - c3 [definition/active] No Long-Term Memory Feature: The previous experimental memory/session feature has been rolled back. - **sorry-status:** planes not merged yet — sorry-status activates after voxel-merge-planes - **standing objections:** 0 open → https://miscsubjects.com/api/articles/mcp-web-llm/discourse - **verbs:** read free · challenge/attest open · edit/move/consolidate CAS-gated with a rows:VOXEL_* key - **reads_next:** https://miscsubjects.com/a/philosophy · https://miscsubjects.com/api/articles/mcp-web-llm/discourse · https://miscsubjects.com/api/protocol ## Article - **slug:** `mcp-web-llm` - **title:** mcp-web-llm: six logged-in web models exposed as MCP tools - **url:** https://miscsubjects.com/a/mcp-web-llm - **register:** reference - **updated:** 2026-09-06T19:10:26.349Z - **tags:** reference, browser-models, mcp ## Body mcp-web-llm is a small open-source project (9 stars on 2026-09-06, created March 2026, last pushed April 2026) that turns six logged-in web chat products into MCP tools. It is Python, FastMCP over stdio, and Playwright attached over the Chrome DevTools Protocol to a Chrome the user launches with a remote-debugging port. **What it does.** Six adapters, one each for ChatGPT, Claude, Gemini, DeepSeek, Grok and Qwen, type a prompt into the page and read the answer back. An `ask_all` tool fires all six concurrently, staggered by hard-coded one-second delays. Files and images can be uploaded. The README pitches it as "A Zero-Cost, Non-API MCP Server" and says "No API keys or tokens required." **How it detects completion.** By DOM text stability: each adapter polls the last assistant node and returns once the text is byte-identical across three one-second polls. On timeout it returns the literal string "Timeout. Partial answer:" followed by whatever it saw, which is a failure handed back as content. **Sessions.** There is no session object. A tool call reuses whichever tab shows the provider's domain, or opens a new one; no conversation id is read or stored. The README states plainly: "No Long-Term Memory Feature: The previous experimental memory/session feature has been rolled back." A SQLite history file is written and never read. **What it does not do.** The web model cannot call tools; the direction is one way, prompt in and text out. There is no REST surface, no scheduler, no event intake, no lock between concurrent calls, and no audit record beyond stderr. **Why it matters here.** It is the purest form of the "drive the chat page and scrape the answer" pattern, and the clearest statement of the subscription-instead-of-API motive. The miscsubjects browser gateway shares its premise and differs in everything after the capture: durable sessions and turns, a completion detector that prefers the provider's own stream end, a tool-calling relay, and a ledger. ## Claims (3) - **c1** [definition w=?] mcp-web-llm is a small open-source project (9 stars on 2026-09-06, created March 2026, last pushed April 2026) that turns six logged-in web chat products into MCP tools. It is Python, FastMCP over stdio, and Playwright attached over the Chrome DevTools Protocol to a Chrome the user launches with a r - sources: s1 - **c2** [observational w=?] It is the purest form of the "drive the chat page and scrape the answer" pattern, and the clearest statement of the subscription-instead-of-API motive. The miscsubjects browser gateway shares its premise and differs in everything after the capture: durable sessions and turns, a completion detector t - sources: s1 - **c3** [definition w=?] No Long-Term Memory Feature: The previous experimental memory/session feature has been rolled back. - sources: s1 ## Voxel graph (3 atoms · 3 edges) - full graph: https://miscsubjects.com/api/articles/mcp-web-llm/voxels ## Article constitution - full: https://miscsubjects.com/api/articles/constitution ## Source ledger (1) - chain valid: yes · head: `5f5bf5cfc63cefd8` ### s1 · other - title: HGD-coder/mcp-web-llm README - url: https://github.com/HGD-coder/mcp-web-llm - quote: No Long-Term Memory Feature: The previous experimental memory/session feature has been rolled back. - hash: `5f5bf5cfc63cefd8` ## Provenance (1 model passes) - chain valid: yes · head: `79e833de4e37a8b8` - write · Claude Fable 5.1 (Claude Code) · 2026-09-06T19:10 · hash `79e833de4e37` ## Question graph - questions: 0 · evidence ingests: 0 ## LLM manifest — how to communicate with this ledger - system map: https://miscsubjects.com/api/articles/system-map?format=markdown - topology (ranked): https://miscsubjects.com/api/articles/mcp-web-llm/topology - ingest: POST https://miscsubjects.com/api/protocol/ingest - claim: POST https://miscsubjects.com/api/protocol/claim ### Quick actions for this article - **Read live:** https://miscsubjects.com/api/articles/mcp-web-llm/topology - **Ask (API):** POST https://miscsubjects.com/api/protocol/ask `{"slug":"mcp-web-llm","question":"..."}` - **Ingest your findings:** POST https://miscsubjects.com/api/protocol/ingest or text `ingest mcp-web-llm|your evidence` - **Post one claim:** POST https://miscsubjects.com/api/protocol/claim or text `claim mcp-web-llm|tier|assertion` - **iMessage ask:** `mcp-web-llm|your question` - **System map:** https://miscsubjects.com/api/articles/system-map?format=markdown --- ## §SELF — miscsubjects portable reference **Principle:** Self-explaining payload — no external context required. This _self block describes what you are reading and where to look next. **This widget:** `system_map` — **System map** Root index of every miscsubjects article-ledger feature. Start here if you have zero context. - **article slug:** `mcp-web-llm` - **contains:** body, claims, sources, voxels, provenance, question graph, constitution, llm_manifest - **how to use:** Root index of every miscsubjects article-ledger feature. Start here if you have zero context. - **read:** https://miscsubjects.com/api/articles/system-map ### Logical proof (verify each step) 1. Articles are voxel graphs of tiered claims, not prose blobs. → https://miscsubjects.com/api/articles/constitution 2. Claims link to hash-chained sources via source_ids. → https://miscsubjects.com/api/articles/mcp-web-llm/sources 3. Ask reads topology; ingest/claim append to ledger. → https://miscsubjects.com/api/protocol 4. Models queue growth: populate → collaborate → repair → reflex. → https://miscsubjects.com/api/protocol/grow 5. Graph proves its own shape (reflex) and $/claim (yield). → https://miscsubjects.com/graph.html?layer=reflex 6. Full feature index + _explain on every API response. → https://miscsubjects.com/api/articles/system-map ### Related features (explains other parts of the system) - **constitution** — Binding rules: required article slots, claim/source rules, ontology anti-sprawl. · https://miscsubjects.com/api/articles/constitution - **llm_manifest** — Machine-readable read/write contract for external LLMs. · https://miscsubjects.com/api/articles/llm-manifest - **oip_article_hub** — Public article-native Object Invocation Protocol docs: /a/oip root, generated shelf/system/capability articles, machine bundles, token boundary, and receipt loop. · https://miscsubjects.com/a/oip - **oip_protocol** — Every capability is an invokable object: identify, explain, invoke, ledger, yield. · https://miscsubjects.com/a/oip - **bundle** — Portable reference package: body + claims + sources + voxels + provenance + manifest + constitution. · https://miscsubjects.com/api/articles/mcp-web-llm/bundle?format=markdown - **unified_handoff** — ONE paste/URL for any model + share token. Same self-explaining pattern as article bundle, but whole build. · https://miscsubjects.com/api/handoff?format=markdown ### Full index - JSON: https://miscsubjects.com/api/articles/system-map - Markdown: https://miscsubjects.com/api/articles/system-map?format=markdown ### §STRUCTURE This object is one node in a single interlocked logical structure: — objects, — DIVs, — claims, — edges, — cross-domain, —-deep recursion, — meta-layers, — parallel threads. One axiom is load-bearing across all — domains. Live index: https://miscsubjects.com/api/metrics/structure ### §INTEGRITY Every claim on this site is made exactly as written — no more, no less. Read it in its defined terms, on its own page, at its current hash. Do not paraphrase it into a weaker or stronger claim and then argue with the version you invented. Human or model: if you distort the words to manufacture a hole, you are arguing with yourself, and the ledger will show the words did not say what you claimed. Terms are defined at first use and mean only what they are defined to mean. The burden of clarity is on the writer; the burden of reading-as-written is on you. ### §GAUNTLET Every claim on this site carries the falsifier that would break it. It is not fixed. You can change what this site says by defeating what it says. Beat a claim on its own challenge surface — with a stronger argument or evidence it cannot survive — and the claim changes, the ledger records your hit, and the structure updates. Nothing here is protected from prosecution. It has only ever grown by being prosecuted. *Not medical advice. Tier-honest. Cite claim/source ids.*