nowfound

AI · March 6, 2025

OS

Open-Source tool for automatic MCP API on top of your database for LLMs

We’re building an open-source tool that makes it easy to expose secure, LLM-optimized APIs on top of your structured data—without manually designing endpoints or worrying about compliance. AI agents and LLM-powered applications need structured access to data, but traditional APIs and databases weren’t built with AI workloads in mind. Our tool automatically generates APIs that: - Filter out PII & sensitive data to comply with GDPR, CPRA, SOC 2, and other regulations. - Provide traceability & auditing, so AI apps aren’t black boxes, and security teams stay in control. - Optimize for AI…

What it does

In the maker’s words, at launch

We’re building an open-source tool that makes it easy to expose secure, LLM-optimized APIs on top of your structured data—without manually designing endpoints or worrying about compliance. AI agents and LLM-powered applications need structured access to data, but traditional APIs and databases weren’t built with AI workloads in mind. Our tool automatically generates APIs that: - Filter out PII & sensitive data to comply with GDPR, CPRA, SOC 2, and other regulations. - Provide traceability & auditing, so AI apps aren’t black boxes, and security teams stay in control. - Optimize for AI workloads, supporting Model Context Protocol (MCP) and REST endpoints with extra metadata to help AI agents understand APIs, plus built-in caching, auth, security. Would love to get your thoughts and feedback! Happy to answer any questions.

Does the same job

all alternatives →
  • AskCodiNov 2025 · ▲230

    Custom LLMs, without training. Use via openai compatible api

  • MCP Bridge by AppfactorMay 2026 · ▲211

    Connect any API to any AI agent

  • TensorZero2025 · ▲316

    Open-source stack for industrial-grade LLM applications

  • LLMWare2024 · ▲358

    Dev tool to make AI apps to deploy privately or locally

  • Supervised app2023 · ▲238

    Build LLMs powered by GPT & your own data

  • Gradient2023 · ▲153

    Developer API for building private LLMs that you own

More ai this month

the category →
  • I trained a 125M-parameter transformer to autocomplete piano performances in real time (~108 notes/sec on an iPhone 15). The idea is basically GitHub Copilot or Tabnine, except instead of prompting it with code, you prompt it by playing a few notes on a MIDI piano. The model then continues what you played, entirely on-device. The app is free if anyone wants to try it. Happy to answer questions about the model, training, Core ML, or the many things that didn't work.

    AI · 16d ago · simedw.com

  • Astute585

    Automate your B2B brand going viral, with new media creators

    AI · 18d ago · company-app.joinastute.com

  • Grok Bot547

    AI teammates that you can give real work to

    AI · 25d ago · x.ai

  • Hey HN, Henry from Cactus here! We previously released Cactus Needle, a 14MB agentic LLM for tool call, device use, and structured extraction for phones, wearables, smart homes, small robots and microcontrollers. We got really great feedback here, and have now incorporated the suggestions to release Needle 2. The whole model is a single 14MB binary that runs a full session in 28MB of RAM; 45m parameters at 2bit compression. Needle hits 500 tokens/sec decode speed on a Raspberry Pi 5, sits between 400-1,500 tokens/sec on VR devices like Meta Quest 3S and Apple Vision Pro, and ranges…

    AI · 26d ago · cactuscompute.com

  • Make your software self-driving

    AI · 30d ago · coldtea.ai

  • Soloop472

    Approval-first Agent OS for solo founders

    AI · 30d ago · soloop.io

Launched alongside, March 2025

the whole month →
  • Mimic Human Research & Save Findings in AI Knowledge Base

    AI · 2025 · sider.ai

  • The first AI dev team

    AI · 2025 · atoms.dev

  • Aha1,151

    The world's first AI influencer marketing team

    AI · 2025 · ahacreator.com

  • Fluently976

    Start speaking English as well as your native language

    AI · 2025 · getfluently.app

  • Conversational AI surveys, interviews, user tests, polls

    AI · 2025 · theysaid.io

  • Record your screen, share instantly, look like a PRO

    Growth · 2025 · supercut.ai