Show HN: MCP Generator for Your API

"As a data-heavy company, our team needed a way for AI tools to query internal metrics securely. The MCP Generator gave us that bridge instantly, and with built-in authentication, we didn’t have to worry about data leaks."

““We used to think integrating AI agents into our workflows would require weeks of engineering work. The MCP Generator flipped that on its head. Now our APIs are AI-ready, with zero friction.””

"With liblab’s MCP Generator, we were able to expose our internal APIs to AI tools like ChatGPT and Claude in less than an hour. No custom server setup, no reinventing the wheel—just fast, secure integration."

"As a data-heavy company, our team needed a way for AI tools to query internal metrics securely. The MCP Generator gave us that bridge instantly, and with built-in authentication, we didn’t have to worry about data leaks."

““We used to think integrating AI agents into our workflows would require weeks of engineering work. The MCP Generator flipped that on its head. Now our APIs are AI-ready, with zero friction.””

"With liblab’s MCP Generator, we were able to expose our internal APIs to AI tools like ChatGPT and Claude in less than an hour. No custom server setup, no reinventing the wheel—just fast, secure integration."

"As a data-heavy company, our team needed a way for AI tools to query internal metrics securely. The MCP Generator gave us that bridge instantly, and with built-in authentication, we didn’t have to worry about data leaks."

““We used to think integrating AI agents into our workflows would require weeks of engineering work. The MCP Generator flipped that on its head. Now our APIs are AI-ready, with zero friction.””

"With liblab’s MCP Generator, we were able to expose our internal APIs to AI tools like ChatGPT and Claude in less than an hour. No custom server setup, no reinventing the wheel—just fast, secure integration."

“We plugged our CRM API into the MCP Generator and within minutes, our support team was asking natural language questions in ChatGPT and getting accurate, live results. It’s like having an AI intern who speaks our API fluently.”

"The biggest blocker to letting AI tools touch our systems was the effort needed to build and maintain a compliant interface. liblab’s solution solved that elegantly with automatic OpenAPI parsing and secure endpoint mapping."

"The MCP Generator helped us make our data warehouse accessible via AI for non-technical team members. They can now explore reports, ask questions, and even trigger actions without writing a single SQL query."

“We plugged our CRM API into the MCP Generator and within minutes, our support team was asking natural language questions in ChatGPT and getting accurate, live results. It’s like having an AI intern who speaks our API fluently.”

"The biggest blocker to letting AI tools touch our systems was the effort needed to build and maintain a compliant interface. liblab’s solution solved that elegantly with automatic OpenAPI parsing and secure endpoint mapping."

"The MCP Generator helped us make our data warehouse accessible via AI for non-technical team members. They can now explore reports, ask questions, and even trigger actions without writing a single SQL query."

"We tried building our own Function Calling layer to expose our API to GPT-4. It was messy, brittle, and insecure. liblab’s MCP Generator did it better, faster, and safer."

"Our marketing team now uses GPT-based assistants to automate campaign reports by interfacing with our analytics API—something we didn’t even think was possible before liblab’s MCP Generator."

"We expected a steep learning curve, but the MCP Generator was literally plug-and-play. It identified our API structure, added auth, and gave us a hosted endpoint compatible with every major AI assistant."

"We tried building our own Function Calling layer to expose our API to GPT-4. It was messy, brittle, and insecure. liblab’s MCP Generator did it better, faster, and safer."

"Our marketing team now uses GPT-based assistants to automate campaign reports by interfacing with our analytics API—something we didn’t even think was possible before liblab’s MCP Generator."

"We expected a steep learning curve, but the MCP Generator was literally plug-and-play. It identified our API structure, added auth, and gave us a hosted endpoint compatible with every major AI assistant."