Blog

One place for releases, engineering notes, guides, and announcements.

Release posts stay focused on the product itself. Pricing, auth, billing, launch news, and other broader updates live here too as their own post types instead of being mixed into the release log.

Release

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post

Announcement

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post

Engineering

1

post

Guide

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post

Latest: Connect Claude Desktop to your documents in minutes on Apr 4, 2026

Featured

Start with the major updates

Apr 4, 2026
Guide
A quick setup guide for turning a knowledge base into an MCP server that Claude can query with page-level citations.

3meel.ai team

4 min read

MCP
Claude Desktop
Apr 2, 2026
Announcement
Pricing, authentication, usage controls, and key management now live under the same Blog section as product releases, but tracked as announcements instead of release notes.

3meel.ai team

3 min read

Auth
Billing
Mar 28, 2026
Release
The first platform release focuses on document upload, tree indexing, MCP tools, dashboard workflows, citations, and the core infrastructure behind them.

3meel.ai team

5 min read

Platform
MCP

All posts

Everything in chronological order

Apr 4, 2026
Guide
4 min read
Connect Claude Desktop to your documents in minutes

A quick setup guide for turning a knowledge base into an MCP server that Claude can query with page-level citations.

3meel.ai teamRead
Apr 2, 2026
Announcement
3 min read
Accounts, API keys, and billing are live

Pricing, authentication, usage controls, and key management now live under the same Blog section as product releases, but tracked as announcements instead of release notes.

3meel.ai teamRead
Mar 28, 2026
Release
5 min read
3meel.ai v1.0: document brains for MCP clients

The first platform release focuses on document upload, tree indexing, MCP tools, dashboard workflows, citations, and the core infrastructure behind them.

3meel.ai teamRead
Mar 18, 2026
Engineering
6 min read
We never used vector embeddings. Here's why.

For our target use case, a tree-structured index gives better transparency, simpler operations, and cleaner citations than a traditional vector database stack.

3meel.ai teamRead