ChatGPT is brilliant in the moment. You’re outlining at midnight, asking it to weigh two phrasings, pulling a customer quote you remember half-saving last week. Then you close the tab. The next morning the conversation is gone — and so is the reasoning that brought you to the right line.
Knovya is the part that stays. Past sessions, saved quotes, half-finished drafts — already there when you walk back in. Same archive across every conversation, every device, every model. The chat ends; your work doesn’t.
ChatGPT speaks MCP on Plus, Pro, and Team. Adding Knovya is a URL paste in
Settings → Connectors
and an OAuth sign-in. No API key. No CLI.
// Settings → Connectors → Add server Name Knovya Server URL https://mcp.knovya.com/mcp Auth OAuth 2.1 (PKCE) ✓ Reachable. ✓ 34 tools across 5 families. ✓ Sign in with Knovya → // One click. Browser handles the rest.
ChatGPT → Settings → Connectors →
Add MCP server. Paste the URL, sign in. The connector lights up across all your
conversations.
From our connectors page, hit Connect to ChatGPT. We pre-fill the modal; you OAuth in.
Once connected on the web, iOS and Android ChatGPT see the same archive. Voice prompts work. Mid-walk note capture works. No extra setup.
ChatGPT reaches into Discovery first when you ask “do we have notes on this?” Read tools fire when it cites a saved quote. Write tools save the chat as a note — with your confirmation — when the session ends.
Where am I, what’s here. Read-only orientation tools ChatGPT uses first to check whether you’ve already written about the topic before drafting from scratch.
pingworkspacehomepersonacontextsearchschema Open the note. Trace a link. Pull an attachment. When ChatGPT cites a customer quote, a meeting note, or a past draft — these are the tools doing the reaching.
readexperiencememoryfoldershistorylinksattachments Capture, edit, organize, archive. Save the conversation as a structured note, tag it, file it. Destructive ops surface a confirmation step before changing your archive.
writeeditorganizedelete When more than one AI is in the room. ChatGPT can hand off to Claude, ping a Cursor agent, or notify a teammate’s session — presence, channels, shared attention, consensus voting.
presencechannelscoordinateattentionthoughtscommitteeagentseventsmesh_adminpipelinenotifications Shape the archive. Convert a chat into a structured note, apply a template, export to Markdown, share a draft. Where Knovya itself becomes a tool ChatGPT can wield.
aitemplatesexportimportshare The conversation forgets the next morning. Your work — quotes, drafts, the line you almost found — forgets with it.
At 11:47 PM you outline an email to a customer. ChatGPT helps you find the right phrasing, pulls a quote you remember half-saving last week, lands on a paragraph you’re proud of. You close the tab. You sleep.
At 9:03 AM you open ChatGPT again. You ask it to pick up where you left off. It has no memory of the thread — none of the customer context, none of the choices you weighed, none of the draft. The conversation is intelligent. It is also blank.
Knovya is the part that doesn’t reset. The session ends and the archive holds — every quote you saved, every draft you started, every decision you reached. The next conversation walks in already knowing.
↳ §5 Lineage · How the conversation got a memory, in five steps
Five turns. Four years. The doorway between the conversation and your archive didn’t exist until last.
The conversation arrives. Brilliant in any single thread, blank in the next. The chat is where the work happens — and also where the work disappears.
A first attempt at persistence: GPTs you can return to, chats you can save. But the memory stops at OpenAI’s wall — your work still can’t reach the rest of your tools.
An open spec for AI ↔ tools. Any client can talk to any server, the same way browsers talk to web servers. Knowledge becomes portable — across models, across vendors.
OpenAI ships connector support on Plus, Pro, and Team. ChatGPT can now reach into MCP servers — Drive, GitHub, your own. The conversation finally has reach.
Drive reads files. GitHub reads commits. Knovya reads your reasoning — the drafts, the quotes, the half-finished threads. ChatGPT walks in already knowing.
Search and pull files from your Drive — docs, sheets, slides — into the conversation.
File storeRead code, browse issues, surface pull requests inside ChatGPT.
Repo opsFetch pages and databases — the docs your team already maintains in Notion.
Doc DBSearch messages and channels — pull a quote from yesterday’s discussion thread.
Chat historyIssues, tasks, sprint state — the work your team has already broken into tickets.
TasksYour knowledge graph — decisions, drafts, saved quotes, customer interviews — as first-class context inside the conversation. The reasoning that doesn’t fit in a file or a ticket.
Decision memoryThey stack. Most ChatGPT power users connect three or four MCPs at once — Drive for files, Notion for docs, Slack for context. Knovya is the layer that holds your reasoning between the files, where the actual thinking lives.
Where the connector actually shows up — the chat, the connectors panel, the mobile app, the custom GPT.
ChatGPT walks back into the same draft, with the same context. No re-explaining who Acme is or what you were trying to say.
Each connector lists what it exposes — files, repos, tools. Click in to revoke, re-OAuth, or scope down. Auditable by default.
The thought you’d lose by lunchtime gets caught mid-walk. The same archive you’ll open later from your laptop is already updated.
Each MCP tool shows up in ChatGPT’s tool drawer with a plain-English label. Click to invoke directly, or let the model pick when relevant.
Knovya is the part that doesn’t change between tools. Whichever AI catches your next thought, it’s reading from the same archive ChatGPT reads.
The morning conversation. Reads your decision log. Anthropic-certified install.
When the same archive needs to live inside the IDE. Composer cites your ADRs.
Long-context research. Synthesis written back to your archive instead of trapped in a chat.
REST + webhooks. For the integration we haven't pre-built yet — Slack bots, Zapier, custom agents.
Yes. ChatGPT acts as an MCP client on paid plans — Plus, Pro, and Team. You add MCP servers from Settings → Connectors. Knovya speaks the same open standard, so connecting takes one URL paste and an OAuth sign-in.
Open ChatGPT Settings → Connectors → Add MCP server. Paste the Knovya MCP URL (the snippet on this page). Sign in with OAuth 2.1 (PKCE) — no API key needed. Knovya appears in your tool list, and ChatGPT can call its 34 tools from any conversation. Most setups take under 90 seconds.
ChatGPT’s MCP support is gated to paid OpenAI plans. Knovya itself is free for the first 50 MCP calls per month — enough to try the full memory layer with no credit card. Pro at $15/month lifts the cap to 5,000 calls; Team makes it unlimited at $25 per seat.
Yes. The Write family — write, edit, organize, delete — lets ChatGPT capture conversations as structured notes, edit existing ones, or move them to folders. Destructive ops surface a confirmation step before changing your archive.
ChatGPT Memory is a per-account scratchpad inside OpenAI’s product — facts about you the model carries forward. Knovya is a structured archive that lives outside the conversation: searchable, linked, shared across Claude, Cursor, Gemini, and Copilot too. Memory remembers facts about you. Knovya holds the work itself — drafts, decisions, quotes, threads. Different shapes of remembering.
Yes. MCP connectors travel with your ChatGPT account, so once Knovya is connected on the web, the iOS and Android apps have the same access. Voice input, mid-walk note capture, late-night drafts: all reach the same archive.
Custom GPTs use OpenAI’s actions framework, which is separate from MCP. Knovya is reachable from standard ChatGPT conversations on Plus, Pro, and Team — including projects and shared chats. We’re tracking the GPT actions surface for future support.
Late-night drafts. Voice notes on the walk to the office. The Tuesday-morning conversation that picks up where Monday’s left off. The chat ends; your work doesn’t.
Or jump to the connect snippet, then see pricing.
Plus · Pro · Team · OAuth 2.1 + PKCE. Free Knovya tier. 14-day Pro trial. No credit card to start.