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blog: search the Prisma docs from your coding agent#7973

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blog/search-prisma-docs-mcp
Jun 23, 2026
Merged

blog: search the Prisma docs from your coding agent#7973
ankur-arch merged 13 commits into
mainfrom
blog/search-prisma-docs-mcp

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@ankur-arch

@ankur-arch ankur-arch commented Jun 22, 2026

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Draft blog post (author: Ankur Datta, scheduled for 2026-06-23) introducing the search_prisma_documentation tool on the Prisma MCP server.

Outline

  • Introduces the docs AI feature (search_prisma_documentation)
  • Recaps the Prisma MCP server
  • Explains the integration: proxies Kapa's hosted MCP server server-side
  • How to use it (connect + ask, or call directly)
  • Closing nod to Prisma Postgres and Prisma Compute

Before merge

  • Add hero/meta image (/search-prisma-docs-from-your-coding-agent/imgs/hero.png is a placeholder)
  • Confirm mcp.prisma.io/mcp endpoint + command are current
  • Review metaDescription and tags

Skeleton drafted in Ankur's voice; prose still to be fleshed out.

🤖 Generated with Claude Code

Summary by CodeRabbit

  • Documentation
    • Added new blog post on searching Prisma documentation using your coding agent. Includes setup instructions for MCP clients and guidance on using the documentation search tool to retrieve answers from the full Prisma documentation suite with cited references, while maintaining your editor workflow.

Draft post introducing the search_prisma_documentation MCP tool: what it
does, how it proxies Kapa under the hood, how to use it, and a closing nod
to Prisma Postgres and Compute.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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coderabbitai Bot commented Jun 22, 2026

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Review Change Stack

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Review failed

The pull request is closed.

ℹ️ Recent review info
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Configuration used: Path: .coderabbit.yaml

Review profile: CHILL

Plan: Pro

Run ID: 44a29f8c-e594-4f74-977e-36f9259f101e

📥 Commits

Reviewing files that changed from the base of the PR and between e0c66b8 and e9cc97c.

⛔ Files ignored due to path filters (2)
  • apps/blog/public/search-prisma-docs-from-your-coding-agent/imgs/hero.png is excluded by !**/*.png
  • apps/blog/public/search-prisma-docs-from-your-coding-agent/imgs/meta.png is excluded by !**/*.png
📒 Files selected for processing (1)
  • apps/blog/content/blog/search-prisma-docs-from-your-coding-agent/index.mdx

Walkthrough

A new MDX blog post is added at apps/blog/content/blog/search-prisma-docs-from-your-coding-agent/index.mdx. It introduces the search_prisma_documentation MCP tool, describes its read-only proxy behavior via Kapa, and provides setup instructions and a direct JSON invocation example for MCP clients.

Changes

Blog Post: Search Prisma Docs from Your Coding Agent

Layer / File(s) Summary
Front matter, tool overview, architecture, and usage
apps/blog/content/blog/search-prisma-docs-from-your-coding-agent/index.mdx
Adds complete MDX blog post with SEO front matter, an explanation of search_prisma_documentation as a read-only Kapa-proxied tool within the Prisma MCP server, and practical setup/invocation instructions including a JSON call example and expected markdown response format.

Estimated code review effort

🎯 1 (Trivial) | ⏱️ ~3 minutes

Possibly related PRs

  • prisma/web#7948: Documents the same search_prisma_documentation tool with overlapping descriptions of its read-only behavior, Prisma doc citations, and usage instructions.

Comment @coderabbitai help to get the list of available commands.

Comment thread apps/blog/content/blog/search-prisma-docs-from-your-coding-agent/index.mdx Outdated
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argos-ci Bot commented Jun 22, 2026

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Build Status Details Updated (UTC)
default (Inspect) ✅ No changes detected - Jun 22, 2026, 3:03 PM

Comment thread apps/blog/content/blog/search-prisma-docs-from-your-coding-agent/index.mdx Outdated
Comment thread apps/blog/content/blog/search-prisma-docs-from-your-coding-agent/index.mdx Outdated
Re-apply the prose cleanups on top of the PR edits: drop conditional
"if you..." openers, link the MCP server docs page, and rewrite the closing
as a plain pointer to the products the docs search covers (ORM/Next,
Postgres, Compute) instead of a product pitch.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Problem-first opening (state the problem in the first two sentences), specific
section headings instead of generic labels, and a short FAQ targeting
long-tail questions. Removes the duplicated problem statement.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Match metaTitle to the post title, and call out Cursor, Codex, Windsurf, and
VS Code alongside Claude Code in the how-to and FAQ.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Comment thread apps/blog/content/blog/search-prisma-docs-from-your-coding-agent/index.mdx Outdated
Comment thread apps/blog/content/blog/search-prisma-docs-from-your-coding-agent/index.mdx Outdated
Comment thread apps/blog/content/blog/search-prisma-docs-from-your-coding-agent/index.mdx Outdated
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Replace hero.png with hero.svg (hero) and meta.png (social/OG), matching the
repo's hero.svg + meta.png convention.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Replace the 23MB wrapped-raster hero.svg with an optimized 1688px hero.png
(350KB) and a 1200px OG meta.png (190KB).

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@ankur-arch ankur-arch marked this pull request as ready for review June 23, 2026 08:39
@ankur-arch ankur-arch merged commit 0c40510 into main Jun 23, 2026
15 of 16 checks passed
@ankur-arch ankur-arch deleted the blog/search-prisma-docs-mcp branch June 23, 2026 08:40
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