Autonomous artificial intelligence agents have already penetrated the offices of large, global enterprises. Now, HoneyBook is trying to bring that same capability to independent businesses with the launch of HoneyBook MCP, recently released as a connector for Anthropic’s AI assistant Claude.
The move addresses a real gap. McKinsey’s recent State of AI survey found that nearly half of companies with more than $5 billion in revenue have moved AI beyond pilots and into everyday use across the business, compared with just 29% of companies under $100 million in revenue, leaving smaller businesses without the infrastructure that gives large enterprises an advantage.
Founded in 2013, HoneyBook has developed a niche-leading CRM application that acts as a hub for SMEs, consolidating and managing everything from customers’ initial enquiries to their communications, bookings, contractual details, scheduling, and payments. It’s a complete system of record that spans the entire customer relationship, and over time it becomes a veritable goldmine of data.
However, far too many business owners have trouble making the most of this data, simply because they’re spread so thin managing operations. The reality of running a small business is that time tends to be a limited resource, and most operators can’t afford to spend hours each day digging through financial records, calendars, and email conversations to surface those useful nuggets of information ahead of sales calls. This is what HoneyBook’s MCP connector aims to solve.
Agentic AI value for SMEs
With HoneyBook MCP, business owners can connect all of their business records directly to Claude (or any other AI service that supports MCP), making it far more accessible. Users can ask questions, such as what the status of a new lead is, or whether or not a client has paid an invoice yet, and Claude will immediately tell them.
It can also take actions, helping users to update stages and dates based on customer interactions; send out invoices; create contracts from templates; deploy email reminders, and so on.
The launch of HoneyBook MCP is timely, because small business owners are eagerly embracing AI tools wherever possible. With all of the buzz and headlines around AI, these tools are impossible to ignore, and they’re having a profound impact. A recent HoneyBook study revealed that small business owners who’ve adopted AI earn almost five times as much revenue as those that haven’t.
AI has the potential to provide a massive productivity boost, with 68% of small business owners saying that they believe advances in AI will be good for their business and 52% of AI-adopting small businesses reporting significant return on their investment, according to research from Bluevine.
Changing the way business gets done
HoneyBook MCP unlocks multiple ways for business owners to automate operational processes and save themselves valuable time.
One of the most impactful examples is pipeline management. Busy owners who are dealing with dozens of clients at once can be excused for forgetting about one or two enquiries that might have gone stale. By the time they remember to follow up, that prospective client may have found another solution elsewhere. Claude can help prevent this. Simply ask which leads haven’t replied recently, and it will quickly pull up all of the relevant names so they can receive follow-ups.
This kind of reconciliation was highlighted as one of the major benefits of HoneyBook MCP by early adopters of the solution. According to HoneyBook, pre-release preview users said it saved them hours that would otherwise be spent tracking unpaid invoices, surfacing old leads and fixing mislabelled business records.
HoneyBook Senior Product Manager Helena Bachar said the ability to ask and receive answers about any aspect of their business provides massive value to HoneyBook users.
“Giving our members a way to ask a business question and get the answer from what’s actually in their account, not a guess, changes how the workday starts,” she said. “The first thing people reached for wasn’t drafting or writing, it was their own track record: what got delivered, what got billed, and what that tells them about the months ahead.”
Solopreneurs likewise stand to benefit by using Claude as their access point to customer records. For example, photographers can quickly ask Claude which customers are still waiting for their photos and then instruct it to create a gallery and send them a link, as opposed to doing this manually. Once the job is done, they can then ask Claude to generate and send the invoice, or perhaps a standalone payment request for a one-off charge, without having to switch to a new tool.
Service providers can use Claude to create a proposal and handle customer messages from directly within the chatbot’s interface. Instead of having to jump between different applications, users can simply instruct Claude to do much of the work for them, updating the necessary records along the way. It makes the entire client lifecycle visible inside Claude, transforming it from a useful chatbot into a personal assistant.
HoneyBook also recognises the sensitive nature of business records, which is why the MCP runs each request within an isolated sandbox environment that’s expunged once the user’s session has finished, ensuring Claude never retains any private business data. It provides granular controls over what HoneyBook data Claude can access, too.
Final thoughts
For an industry built on personal relationships and hands-on service, the combination of real data access and real boundaries may be what finally turns AI from something small business owners are curious about into something they rely on every day.
AI has a mixed track record when it comes to autonomous business operations, but with the right balance of thoughtful prompting and action, the potential is enormous.
