{
  "data": null,
  "kind": "anchor.page",
  "links": {
    "api": "https://www.anchorterminal.com/api/v1/index.json",
    "html": "https://www.anchorterminal.com/people/andy-li/",
    "json": "https://www.anchorterminal.com/people/andy-li/index.json",
    "llms": "https://www.anchorterminal.com/llms.txt",
    "markdown": "https://www.anchorterminal.com/people/andy-li/index.md",
    "mcp": "https://www.anchorterminal.com/mcp",
    "slim": "https://www.anchorterminal.com/people/andy-li/index.min.md"
  },
  "markdown": "Founder, Respan (formerly Keywords AI).\n\nAndy Li is co-founder and CEO of Respan, an open-source AI gateway with observability and evaluations, from Y Combinator's Winter 2024 batch. He previously worked in product design at Apple and studied at the University of Illinois Urbana-Champaign.\n\n- LinkedIn: https://linkedin.com/in/hanheli\n- X: https://x.com/andydy42\n\n## What Andy builds\n\n- [Respan API + MCP](https://www.anchorterminal.com/tools/respan.md), graded B, 65.7/100, in Agent observability \u0026 evals. Hosted tracing, evals, prompt management and an LLM gateway to 250+ models, from the company formerly called Keywords AI. Founder, Respan (formerly Keywords AI), researched 2026-10-26.\n\n## Backed by\n\n- [Y Combinator](https://www.anchorterminal.com/investors/y-combinator/)\n- [Gradient Ventures](https://www.anchorterminal.com/investors/gradient-ventures/)\n- [Hat-Trick Capital](https://www.anchorterminal.com/investors/hat-trick-capital/)\n- [Xiaoxiao Fund](https://www.anchorterminal.com/investors/xiaoxiao-fund/)\n- [Antigravity Capital](https://www.anchorterminal.com/investors/antigravity-capital/)\n- [Alpen Capital](https://www.anchorterminal.com/investors/alpen-capital/)\n- [Fabian Hedin](https://www.anchorterminal.com/investors/fabian-hedin/)\n- [Zexia Zhang](https://www.anchorterminal.com/investors/zexia-zhang/)\n- [Todd Li](https://www.anchorterminal.com/investors/todd-li/)\n- [Deshraj Yadav](https://www.anchorterminal.com/investors/deshraj-yadav/)\n- [Daniel Kivatinos](https://www.anchorterminal.com/investors/daniel-kivatinos/)\n- [William Zeng](https://www.anchorterminal.com/investors/william-zeng/)\n- [Jude Rizzo](https://www.anchorterminal.com/investors/jude-rizzo/)\n- [Daniel Wolf](https://www.anchorterminal.com/investors/daniel-wolf/)\n- [Dawson Chen](https://www.anchorterminal.com/investors/dawson-chen/)\n- [Ethan Hou](https://www.anchorterminal.com/investors/ethan-hou/)\n- [Shuangling Yin](https://www.anchorterminal.com/investors/shuangling-yin/)\n- [Pennie Li](https://www.anchorterminal.com/investors/pennie-li/)\n- [Jinjing Liang](https://www.anchorterminal.com/investors/jinjing-liang/)\n- [Anand Chowdhary](https://www.anchorterminal.com/investors/anand-chowdhary/)\n- [Raymond Wang](https://www.anchorterminal.com/investors/raymond-wang/)\n- [Karthik Narayanan](https://www.anchorterminal.com/investors/karthik-narayanan/)\n- [Ishaan Kolluri](https://www.anchorterminal.com/investors/ishaan-kolluri/)\n- [Matthew Eggertson](https://www.anchorterminal.com/investors/matthew-eggertson/)\n- [Richard Deng](https://www.anchorterminal.com/investors/richard-deng/)\n- [Steef Van Winkel](https://www.anchorterminal.com/investors/steef-van-winkel/)\n\n## Questions\n\n### Who is Andy Li?\n\nAndy Li is co-founder and CEO of Respan, an open-source AI gateway with observability and evaluations, from Y Combinator's Winter 2024 batch. He previously worked in product design at Apple and studied at the University of Illinois Urbana-Champaign.\n\n### What does Respan (formerly Keywords AI) make?\n\nAnchor Terminal lists Respan API + MCP from Respan (formerly Keywords AI). Hosted tracing, evals, prompt management and an LLM gateway to 250+ models, from the company formerly called Keywords AI.\n\n### Who has invested in Respan (formerly Keywords AI)?\n\nThe sources our research read name Y Combinator, Gradient Ventures, Hat-Trick Capital, Xiaoxiao Fund, Antigravity Capital, Alpen Capital, Fabian Hedin, Zexia Zhang, Todd Li, Deshraj Yadav, Daniel Kivatinos, William Zeng, Jude Rizzo, Daniel Wolf, Dawson Chen, Ethan Hou, Shuangling Yin, Pennie Li, Jinjing Liang, Anand Chowdhary, Raymond Wang, Karthik Narayanan, Ishaan Kolluri, Matthew Eggertson, Richard Deng and Steef Van Winkel.\n\n### How are Andy's tools graded?\n\nRespan API + MCP is graded B, 65.7 out of 100, on Anchor Terminal's benchmark, which scores every listing against the same checklist.\n\n## Sources\n\n- https://www.ycombinator.com/companies/respan\n- https://www.respan.ai/\n- https://www.respan.ai/contact\n- https://www.respan.ai/about\n\nThese are the people building the tools we list, named for their public role in the company or project behind a listing, from public pages, with the date it was researched. They don't work for Anchor Terminal (our own team is on the about page, /about/#author). We show public roles, public profiles and what the listing pages show, nothing private. To correct something, send an about or a photo, or have a page removed, write to privacy@anchorterminal.com.\n",
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "attributionRequired": true,
    "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-28",
    "license": "CC-BY-4.0",
    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.7",
    "openapi": "https://www.anchorterminal.com/openapi.json",
    "preview": false,
    "run": "2026-10-01",
    "runLabel": "October 2026 research run",
    "terms": "https://www.anchorterminal.com/terms/#data"
  },
  "page": {
    "breadcrumbs": [
      {
        "name": "Home",
        "url": "https://www.anchorterminal.com/"
      },
      {
        "name": "People building AI tools",
        "url": "https://www.anchorterminal.com/people/"
      },
      {
        "name": "Andy Li",
        "url": ""
      }
    ],
    "description": "Andy Li is founder of Respan (formerly Keywords AI). Respan API + MCP on Anchor Terminal, with grades, an about and public profiles.",
    "facts": null,
    "h1": "Andy Li",
    "image": "https://www.anchorterminal.com/assets/og/default.png",
    "path": "/people/andy-li/",
    "published": "",
    "section": "people",
    "title": "Andy Li, Founder, Respan (formerly Keywords AI) | Anchor Terminal",
    "toc": null,
    "updated": "2026-10-28",
    "url": "https://www.anchorterminal.com/people/andy-li/"
  },
  "tokens": {
    "markdown": 1300,
    "slim": 1080
  },
  "version": 1
}
