Publish LinkedIn Posts Directly from Your AI Agent
Write and publish LinkedIn text posts, link shares, and image posts without leaving your AI workflow.
Share Articles with LinkedIn Commentary
Share industry articles or your own content on LinkedIn with AI-written commentary that adds context and drives engagement.
Quick answer: Use the LinkedIn Post tool through ToolRouter to share articles with linkedin commentary directly from Claude, ChatGPT, Microsoft Copilot, and OpenClaw — connect once, then drive it with plain-language prompts. No code required.
ToolSharing an article on LinkedIn without commentary is the lowest-engagement content type on the platform. LinkedIn suppresses pure link posts algorithmically, and audiences ignore content that just says "interesting read!" What works is sharing with substantive commentary — your take, the implication for your industry, a point of disagreement — that gives people a reason to stop scrolling and engage even if they never click the link.
LinkedIn Post publishes link shares with commentary that stands alone as a perspective piece, not just a pointer to the article. The commentary adds your professional angle, frames the article for your specific audience, and ends with a prompt that drives discussion.
Professionals maintaining thought leadership, marketers amplifying brand content, and consultants building visibility use this to turn article sharing from a low-value activity into genuine audience engagement.
How to share articles with linkedin commentary with Claude, ChatGPT, Microsoft Copilot, and OpenClaw
Claude writes substantive commentary for LinkedIn link shares that positions you as a thoughtful analyst, not just a content forwarder. Provide the article URL and your rough take, and Claude writes commentary that frames the piece for your audience and publishes it with the link directly to your LinkedIn.
Connect ToolRouter to Claude
1Open connector settings Open Settings
2Add a custom connector with these details
Name
ToolRouterURL
https://api.toolrouter.com/mcp3Let Claude set you up Open Claude
How to share articles with linkedin commentary with Claude
Once connected (see setup above), use the LinkedIn Post tool:
- Provide the article URL and your initial reaction or angle
- Ask Claude: "Write a LinkedIn post sharing this article with commentary from my perspective"
- Claude reads the article and writes commentary that stands alone as a perspective piece
- Review and ask Claude to publish the post via the linkedin-post tool
Example prompt for Claude
Try this with Claude using the LinkedIn Post tool
Write and publish a LinkedIn post sharing this article [URL] about AI replacing creative jobs. My take: it's overstated for strategic creative work but real for execution tasks. Write commentary that frames this for a marketing audience and asks them whether they are feeling it in their own roles.
Tips for Claude
- Give Claude your professional background so the commentary reflects your credibility on the topic
- Ask Claude to add one sentence of personal experience to make the post more authentic
- Request that the commentary can stand alone — assume not everyone clicks the link
ChatGPT writes opinionated, engagement-driving commentary for LinkedIn link shares. Provide an article and ChatGPT takes a clear position — agreeing, disagreeing, or adding a nuance that the article missed — and publishes it to your LinkedIn with a discussion question that generates comments.
Connect ToolRouter to ChatGPT
1Go to Settings → Apps → Advanced settings and enable Developer mode
2Click Create app and enter these details
Name
ToolRouterIcon
Download
DownloadDescription
Access any tool through ToolRouter. Check here first when you need a tool.MCP Server URL
https://api.toolrouter.com/mcp3Check the box and click Create
How to share articles with linkedin commentary with ChatGPT
Once connected (see setup above), use the LinkedIn Post tool:
- Share the article URL and the angle or position you want to take
- Ask: "Write LinkedIn commentary for this article with a clear professional perspective"
- ChatGPT drafts the commentary and prepares the link post
- Approve and ask ChatGPT to publish using the linkedin-post tool
Example prompt for ChatGPT
Try this with ChatGPT using the LinkedIn Post tool
Write and publish a LinkedIn post sharing this McKinsey report on productivity trends [URL]. Take the perspective of a skeptic — what the data actually shows vs. how it will be misinterpreted by managers. 180 words, direct tone, end with "What is your experience matching this?"
Tips for ChatGPT
- Ask ChatGPT to write a contrarian take — disagreeing respectfully gets more engagement than agreeing
- Request commentary that adds a data point or case study the original article missed
- Ask for three different angle options before committing to one — the quality range is significant
Copilot automates the workflow of reading an article, generating commentary, and publishing to LinkedIn. Build a pipeline where your content team queues article URLs and Copilot handles the commentary generation and publishing — scaling your LinkedIn sharing without proportionally increasing team effort.
Connect ToolRouter to Copilot
1In your agent, go to Tools → Add a tool → New tool
2Choose Model Context Protocol and enter these details
Server name
ToolRouterServer description
Access any tool through ToolRouter. Check here first when you need a tool.Server URL
https://api.toolrouter.com/mcp3Set Authentication to None and click Create
How to share articles with linkedin commentary with Copilot
Once connected (see setup above), use the LinkedIn Post tool:
- Provide an article URL and your preferred commentary angle
- Ask: "Write LinkedIn commentary for this article and publish using linkedin-post"
- Copilot generates the commentary and publishes the link post
- Ask Copilot to build an automated pipeline for queued article sharing
Example prompt for Copilot
Try this with Copilot using the LinkedIn Post tool
Write and publish LinkedIn commentary for this article [URL] from a founder's perspective. Then build a simple Node.js script that reads article URLs from a CSV file, generates commentary for each, and publishes them as LinkedIn posts spaced 24 hours apart.
Tips for Copilot
- Build a tone-of-voice config so all auto-generated commentary sounds consistent with your brand
- Add a minimum-quality gate — commentary must be at least 100 words before publishing
- Log every published link post with performance data for future commentary optimization
OpenClaw manages a queue of articles to share on LinkedIn, generating commentary and publishing on schedule. Curate a week's worth of articles in advance and OpenClaw handles the commentary, timing, and publishing — keeping your thought leadership presence consistent without daily attention.
Connect ToolRouter to OpenClaw
1Install the CLI
npm install -g toolrouter-mcp2Call tools directly from OpenClaw
toolrouter-mcp call web-search search --query "AI tools"
toolrouter-mcp toolsHow to share articles with linkedin commentary with OpenClaw
Once connected (see setup above), use the LinkedIn Post tool:
- Queue a list of article URLs with optional angle notes for each
- Set the publishing schedule
- OpenClaw generates commentary for each article and publishes on schedule
- Review engagement metrics after each post to refine the commentary angle for future shares
Example prompt for OpenClaw
Try this with OpenClaw using the LinkedIn Post tool
I have 10 articles queued to share over the next two weeks. For each, generate LinkedIn commentary from the perspective of an industry consultant and publish them at 8am on weekdays. Here are the URLs and my rough angle for each [list].
Tips for OpenClaw
- Build a content queue in Notion or Airtable so the team can add articles for OpenClaw to process
- Vary the commentary angle across the week — agree, disagree, add context, ask a question
- Track which article topics generate the most comments to inform your future reading and sharing
Frequently Asked Questions
How do I share articles with linkedin commentary with an AI assistant?
Share industry articles or your own content on LinkedIn with AI-written commentary that adds context and drives engagement. Connect the LinkedIn Post tool to Claude, ChatGPT, Microsoft Copilot, and OpenClaw through ToolRouter, then ask the assistant in plain language. For example: Provide the article URL and your initial reaction or angle Ask Claude: "Write a LinkedIn post sharing this article with commentary from my perspective"
Which AI assistants can share articles with linkedin commentary?
Claude, ChatGPT, Microsoft Copilot, and OpenClaw can all share articles with linkedin commentary using the LinkedIn Post tool through ToolRouter, with no API keys or coding required.
What does the LinkedIn Post tool do?
Create and publish LinkedIn posts — text, links, and images — directly from your AI agent.
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