Anas AminPortfolio / 2026
BUILD000
Laravel / Python / MCPCompiling the good partRemote
AA Anas AminOpen for select projects
Case study / 04 of 06Back to index ↗

InstaMCP

Self-initiated product
Client
Self-initiated
Year
2026
Stack
MCP, Cloudflare, Python
Status
Live
00 / Summary

A custom MCP server that gives Claude the video track: one public link returns a transcript and frame-by-frame visuals in a single call.

Visit the live site ↗

Interface / live productScreenshot / October 2026
InstaMCP audio transcript and video frame comparison
01 / Chapter

The problem

Claude could hear a video’s audio but not see the frames. A transcript alone loses the room, the light and the visual context that carries the line.

02 / Chapter

The build

I built InstaMCP, a custom MCP server that accepts a public Instagram link and returns a transcript plus frame-by-frame visuals in one API call. It runs on Cloudflare with auto-rotating keys.

03 / Chapter

The detail

The server uses faster-whisper for transcription and extracts frames from the video. The infrastructure is designed to cost zero, so the tool can stay free forever instead of becoming another paid API.

04 / At a glanceLive facts

One call. Sound and picture.

01API call
25Sample frames
0Infra cost

Live at instamcp.dev-s.studio and free while it is early. One endpoint returns both tracks, with no second tool and no API key.

Next build / 05 of 062025 to 2026Jumbaloo