1
Import your saved posts
Add the LinkedMash extension. It imports your existing LinkedIn saved posts with the post text, author and media intact.
MCP server
Is there a LinkedIn MCP server?
Not from LinkedIn. LinkedIn publishes no Model Context Protocol server and no saved-posts API, so an agent cannot reach your saves on its own. LinkedMash runs a hosted saved posts MCP server at mcp.linkedmash.com: the extension imports your LinkedIn saved posts once, then any MCP client can search, label, draft and schedule against your own library.
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
In LinkedMash, open Settings then Developer API and generate a token. It authenticates every MCP and REST call.
3
Point your client at the server
Add https://mcp.linkedmash.com/api/mcp?token=YOUR_TOKEN as an MCP server in your client config, restart it, and ask for your recent saved posts.
Hosted, not self-run
No server to install
The MCP server is hosted, so there is nothing to clone, build or keep running. One URL and a token connect any client.
- One hosted endpoint: mcp.linkedmash.com/api/mcp
- Token auth from Settings, Developer API
- Works with any spec-compliant MCP client
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?
Tools
What the agent can actually do
The server exposes your library as tools, not as a blob of text, so the agent queries it the way you would.
- Search saved posts by keyword or meaning
- Read a single post, count the library, list labels
- Add and remove labels in bulk
- Draft, schedule and analyze posts on Creator
claude
Author: Ruben Hassid2026Type: Text
27 Claude shortcut hacks for faster prompts:
Don’t use Claude until you read this:
REST too
MCP for agents, REST for code
The same library is available over a documented REST API, so your own scripts and automations use the identical data.
- Bearer-token REST endpoints with docs
- Webhooks for save, label and sync events
- Trigger CSV, JSON and PDF exports programmatically
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
Does LinkedIn have an official MCP server?
No. LinkedIn publishes no Model Context Protocol server, and its public APIs cover marketing, talent and share use cases without exposing your saved posts. Any MCP access to a LinkedIn library today comes from a third-party tool that captures the posts from your own browser session first.
What is the LinkedMash MCP server URL?
The hosted server is https://mcp.linkedmash.com/api/mcp. Clients authenticate with an API token generated in LinkedMash under Settings then Developer API, passed as a token query parameter in the server URL.
Which clients can connect to it?
Any client that speaks MCP. That includes Claude and Claude Code, ChatGPT, Cursor, VS Code, Windsurf, Codex and Raycast. They all use the same hosted server URL, so there is no per-client build.
Do I need to self-host anything?
No. The server is hosted by LinkedMash, so there is no repository to clone and no process to keep alive. You add one URL to your client config and the connection works from any machine that has your token.
Which plan includes MCP access?
MCP and the Developer API are on the Creator plan, alongside the Composer, scheduling and analytics. Reader covers saving, search, labels and export. Lifetime holders keep API and MCP access as part of the plan.
Can the agent post to LinkedIn for me?
Yes, on Creator. The scheduling tools put a draft into your queue and publish through LinkedIn official Posts API at the slot you picked, using the LinkedIn account you connected. Nothing automates the LinkedIn interface in your browser.
Connect the MCP server
Import your saves, generate a token, and point your client at mcp.linkedmash.com.
Import your existing saved posts · Keep new saves moving automatically
Related
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