GitScape

GitScape is an open-source platform, developer tool, and Model Context Protocol (MCP) server that resolves the "token bloat" and safety challenges of pair programming with AI agents. Rather than feeding raw, unorganized source code to your AI assistant, GitScape compiles any public or private GitHub repository into a progressively-disclosed Agent Skill (SKILL.md + a structured references/ directory) and a clean flat text Code Digest. This allows agents (Cursor, Windsurf, Claude Code, Agno, etc.) to comprehend complex codebases instantly at a fraction of the token cost. GitScape is designed to be stateless and database-free—running all repository cloning, Tree-sitter parsing, and security audits on the fly in the request lifecycle. GitScape is the open-source project jmxt3/gitscape.ai (https://github.com/jmxt3/gitscape.ai) by jmxt3, released under Apache-2.0. Ion packages it unmodified from commit f3423f36cce6, adding only a manifest, an icon and a start script.

Written by jmxt3, published to Oikou by Ben Grande.

• ★ 32 stars on GitHub
• Licence: Apache-2.0
• Built from commit f3423f36cce6

View the repository on GitHub

Not rated. Nobody has said who this app is suitable for, so Personal Clouds and the Oikou app treat it as 18+.

Internet

It asks to reach these hosts, and no others:

• fonts.gstatic.com
• gitscape.ai
• api.github.com
• cdnjs.cloudflare.com
• agentskills.io
• esm.sh
• fonts.googleapis.com
• img.shields.io

Personal Cloud tools

None. It uses nothing from your Personal Cloud beyond its own storage.

Notifications

It does not send push notifications.

Storage

Up to 512 MB on your Personal Cloud.

Sign in to add this web app to a Personal Cloud of yours. It runs there, on your own computer, and you open it from there; nothing is installed on your phone.

Sign in to add