Developer using AI every day
You work with Cursor, Copilot, Claude Code, or Codex
The answers are only as good as the context, but pasting files by hand wastes tokens and time, and the model still misses the parts that matter.
Describe a task and IngestMD packs the exact files to a budget, serves them over MCP, and keeps secrets out.
See the features » Consultant, agency, or contractor
You move between messy client projects you cannot upload
The most sensitive work is the work AI never helps with, because the code and documents cannot leave your laptop.
Bundle a whole client folder, redacted, and reason over it with a local model. Nothing is uploaded.
See the private workflow » MCP and local-model builder
You build with MCP, local models, and CLI workflows
Ad-hoc context does not reproduce, and most tools assume the cloud.
A built-in MCP server exposes bundle, area, task, and diff context to any client, local-first and deterministic.
See the MCP guide » Small engineering team
Everyone on the team prepares AI context differently
Onboarding is slow, pull-request reviews lack context, and no one is sure what is safe to send.
Shared profiles, recipes, and policies give the team one safe, repeatable way to prepare context. Team plan, coming soon.
See pricing »