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27 January 2026
AppealBase

AppealBase

Free full-text planning appeal search + API and MCP-ready case intelligence for AI workflows

Niall CookWebsite

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About the Project

Appeal decisions offer valuable precedent for planning hearings and inquiries, but inspector reasoning is often locked away in PDFs.

AppealBase is an award-winning† 100% vibe-coded project that makes that reasoning easy to find and cite: a searchable web interface, an API, a customised ChatGPT app, and an MCP (Model Context Protocol) server.

The result is grounded support for planning lawyers, local authority counsel, planning officers, developers, and agents—AI or non-AI. No hallucinated appeal references, no manual trawling through PDFs, just reliable precedent at speed.

† Winner of the 2025 UK PropTech Association Data Utlisation & Enrichment Award

Practice Areas

Key Features

  • Web search: https://www.appealbase.com

  • Citation checker: https://www.appealbase.com/citation-checker

  • Custom GPT: https://chatgpt.com/g/g-6917102fe9b08191b3c9ed9e7cf4b5af-appealbase-planning-research-assistant

  • API: https://www.appealbase.com/api-info

  • Technologies used: NextJS – PostgreSQL

  • Tools used: Cursor – GitHub – Supabase – Vercel

Help Needed

Planning Lawyers/Barristers: We invite anyone working in planning law to give AppealBase a try (it's completely free to sign up and use).

LegalTech Developers: We are also looking to collaborate with other developers who could incorporate our data (over 90,000 full texts of decisons + metadata) into their applications.

Advisors and Investors: Always welcome! ;-)

About the Creator

NC
Niall Cook
Founder at AppealBase
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