1
Import your saved posts
The LinkedMash extension imports your LinkedIn saves once, with post text, author and media.
ChatGPT
Can ChatGPT read your LinkedIn saved posts?
Not on its own, because LinkedIn exposes no saved-posts API. Connect the LinkedMash MCP server instead: import your saves with the browser extension, generate an API token under Settings then Developer API, and add https://mcp.linkedmash.com/api/mcp?token=YOUR_TOKEN as a connector. ChatGPT then answers from the posts you saved.
CClaudeSonnet
Linkedmash connectedFind my best saved posts on cold outreach and draft a LinkedIn post from them.
On it — searching your library now.
linkedmashsearch_bookmarks6 results
query · "cold outreach"
matched · 6 of 842 saved posts
Here’s a draft from your 6 strongest posts — lead with a trigger, keep it tight, end with a soft ask. Want me to schedule it for 9am tomorrow?
2
Generate an API token
Open Settings then Developer API in LinkedMash and generate a token for the connection.
3
Add LinkedMash as an MCP connector
Point ChatGPT at the hosted server URL with your token, then ask it what you saved about a topic.
Your sources
Answers from what you saved
ChatGPT stops guessing from the open web and works from the posts you chose to keep, with the original link attached.
- Search across your whole library
- Every answer traces to a real saved post
- Filter by author, label and date
claude
Author: Ruben Hassid2026Type: Text
27 Claude shortcut hacks for faster prompts:
Don’t use Claude until you read this:
Same server
One endpoint, every client
ChatGPT, Cursor, VS Code, Windsurf and Codex all connect to the same hosted MCP server with the same token.
- No per-client setup beyond the URL
- Nothing to self-host
- Swap clients without re-importing
CClaudeSonnet
Linkedmash connectedFind my best saved posts on cold outreach and draft a LinkedIn post from them.
On it — searching your library now.
linkedmashsearch_bookmarks6 results
query · "cold outreach"
matched · 6 of 842 saved posts
Here’s a draft from your 6 strongest posts — lead with a trigger, keep it tight, end with a soft ask. Want me to schedule it for 9am tomorrow?
Plain HTTP
Or skip MCP entirely
Tools that prefer plain HTTP can call the documented REST API with the same token and get the same library.
- Bearer-token REST endpoints
- Webhooks for save and label events
- Trigger CSV, JSON and PDF exports
Notion Sheets Airtable Miro
Post
Label
Saved
Cold outreach playbook
startup
3d
Writing hooks that convert
writing
2w
Launch checklist template
growth
3w
Auto-synced 2 minutes ago · 842 rows
Product details verified
Frequently asked questions
Can ChatGPT access my LinkedIn saved posts?
Only through a tool that has already imported them. LinkedIn publishes no saved-posts API, so ChatGPT cannot reach the list directly. LinkedMash imports your saves with a browser extension and exposes them over a hosted MCP server that ChatGPT can connect to.
How do I add LinkedMash as a ChatGPT connector?
Generate an API token in LinkedMash under Settings then Developer API, then add https://mcp.linkedmash.com/api/mcp with that token as an MCP server in ChatGPT. It is the same hosted endpoint every other MCP client uses.
Is this different from uploading an export file?
Yes. An export is a snapshot that goes stale the moment you save something new, and it has no search. The MCP connection is live: new saves sync into the library and the next question already sees them.
Can ChatGPT draft and schedule LinkedIn posts?
Yes, on the Creator plan, using the same drafting and scheduling tools every MCP client gets. Scheduled posts publish through LinkedIn official Posts API from the account you connected.
Which other assistants work the same way?
Any MCP client. Claude and Claude Code, Cursor, VS Code, Windsurf, Codex and Raycast all connect to the same hosted server URL with the same token.
Which plan do I need?
The Developer API and MCP server are on the Creator plan, along with drafting, scheduling and analytics. Reader covers saving, search, labels and export without programmatic access.
Give ChatGPT your library
Import your saves, generate a token, and add one connector.
Import your existing saved posts · Keep new saves moving automatically
Related
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