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The Gap in Anthropic’s Legal Push May Be the Legal Practitioner’s Insight

By Kevin O'Keefe on May 12, 2026
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Bob Ambrogi reported today on Anthropic’s biggest step yet into the legal market, releasing more than 20 new MCP connectors linking Claude to the software lawyers run on, plus 12 plugins built around specific practice areas.

A Claude YouTube video Bob shared was titled “Claude works where lawyers work.”

I was struck by how much legal is wired into the AI ecosystem. Document and contract platforms, e-discovery, research, and even Thomson Reuters’ CoCounsel, which Bob singled out as perhaps the most significant.

The access-to-justice piece caught my eye too. Anthropic is partnering with the Free Law Project, the Justice Technology Association, and other organizations to extend Claude to people who can’t afford legal help.

Seems there’s a layer missing. What’s not wired into Claude through any of these connectors is the way lawyers actually think about situations and subjects in the law.

For more than twenty years, good lawyers have been publishing their insight and commentary on digital platforms. Blogs, websites, alerts, white papers and all sorts of lawyer publishing. That body of work is where the practitioner perspective on the law lives.

Right now, an LLM looking for that perspective has to scrape it from the open web. And then it has to figure out what’s authoritative and what isn’t. Who actually practices in this area? Who’s writing because they handle these cases and subjects, versus who’s writing because they’re chasing search rankings?

We’re looking to fill this gap with the LexBlog Library. Authoritative practitioner commentary, identified by author, structured for citation, delivered as a feed to legal research platforms. Open access for submission.

Anthropic is wiring Claude into the legal market. The practitioner commentary piece remains open.

Tags: AI
Photo of Kevin O'Keefe Kevin O'Keefe

I am a trial lawyer, turned legal tech entrepreneur, now leading the largest community of legal publishers in the world at LexBlog, Inc.

I am a lawyer of 39 years. Wanting to be a lawyer since I was a kid, I have loved…

I am a trial lawyer, turned legal tech entrepreneur, now leading the largest community of legal publishers in the world at LexBlog, Inc.

I am a lawyer of 39 years. Wanting to be a lawyer since I was a kid, I have loved almost every minute of it.

I practiced as a trial lawyer in rural Wisconsin for 17 years, representing plaintiffs, whether they were injury victims and their family members or small businesses.

In the mid-nineties, I discovered the Internet in the form of AOL. I began helping people by answering questions on AOL message boards and leading AOL’s legal community.

I later started my own listservs and message boards to help people on personal injury, medical malpractice, workers compensation and plaintiff’s employment law matters. Though we were green to technology and the Internet, USA Today said if my firm “didn’t stop what we were doing, we would give lawyers a good name.”

In 1999, I closed my law firm and we moved, as a family of seven, to Seattle to start my first company. Prairielaw.com was a virtual law community of people helping people, a sort of AOL on the law, featuring message boards, articles, chats, listervs and ask-a-lawyer.

Prairielaw.com was sold to LexisNexis, where it was incorporated into Martindale-Hubbell’s lawyers.com.

After a stint as VP of Business Development at LexisNexis, I founded LexBlog out of my garage in 2004 (no affiliation with LexisNexis).

Knowing lawyers get their best work from relationships and a strong word of mouth reputation, and not promoting themselves, I saw blogging as a perfect way for lawyers to build relationships and a reputation.

When I could not find someone to help me with my own blog, I started a company to provide what I needed. Strategy, professional design, platform, coaching, SEO, marketing and free ongoing support.

As a result of the outstanding work of my team of twenty and my blogging, the LexBlog community has grown to a community of over 30,000 legal professionals, world-wide.

Publishing my blog, Real Lawyers, now in its 18th year, I share information, news, and commentary to help legal professionals looking to network online, whether it be via blogging or other social media.

Blogging also enables me to think through my ideas – out loud and in an engaging fashion.

In addition to my blog, I liberally share others’ insight on Twitter. Feel free to engage me there as well on LinkedIn and Facebook.

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