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letterbox-buddy

PyPI·Infrastructure

letterbox-buddy is an MCP server that uses AI to transform rough movie notes into polished reviews suitable for Letterboxd. It also tracks watch history and integrates with Claude. Designed for both direct use and as a developer tool via the Model Context Protocol.

Open SourceMITCLIAPI
Visit PyPI↗

Overview

3 features

In the AI & ML space, letterbox-buddy takes a focused approach. It focuses on turning unstructured movie notes into structured Letterboxd reviews and maintaining watch history. letterbox-buddy is an open-source project aimed at movie enthusiasts and developers. The project is open source (MIT). It ships for the command line and API.

letterbox-buddy first shipped in 2026. The project is developed in the open on GitHub with 11 commits in the last 90 days. Among its 3 catalogued features are Movie Notes, Review Generation, and Watch Tracking. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

  • ✓Movie Notes
  • ✓Review Generation
  • ✓Watch Tracking
Tags
mcp-serverletterboxd-integrationmovie-review-ai
AI capabilities
Text
Inference: Cloud API

Built with & integrations

AI providers
anthropic
Connectors
MCP
Runs on
CLIAPI-only

Trust & compliance

License
MIT
Verified signals
✓HTTPS✓Open Source✓GitHub✓Active maintenance

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed22 Jul · 23:18 UTC
    letterbox-buddy verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about letterbox-buddy

What is letterbox-buddy?
Letterbox-buddy focuses on turning unstructured movie notes into structured Letterboxd reviews and maintaining watch history. It is catalogued under AI & ML on PulseGate.
Who should use letterbox-buddy?
letterbox-buddy is an open-source project built for movie enthusiasts and developers.
Does letterbox-buddy have a free plan?
Yes — letterbox-buddy is open source under the MIT license and free to use.
What platforms does letterbox-buddy run on?
letterbox-buddy runs on the command line and API.
Is letterbox-buddy still active?
The GitHub repository shows 11 commits in the last 90 days.
What are alternatives to letterbox-buddy?
Similar projects tracked by PulseGate include Cliprise, chi-ai, and AI DocuChat.Cliprisechi-aiAI DocuChat
How long has letterbox-buddy been around?
letterbox-buddy first shipped in 2026.
Is letterbox-buddy open source?
Yes — letterbox-buddy is open source under the MIT license, developed on GitHub.

At a glance

Platforms
Cli
Languages
English
Open source
Yes (GitHub)
License
MIT
First seen
22 Jul 2026
Built for
Movie enthusiasts and developers
Model
Open source
Solves
Turning unstructured movie notes into structured Letterboxd reviews and maintaining watch history.

Registered as

GitHub
alpondr/letterbox-buddy-mcp
PyPI
letterbox-buddy

Developer

Alpondr
Solo developer
↗ GitHub

Open source

View on GitHub →
Stars
0
Forks
0
Open issues
0
Last commit
22 Jul 2026
Commits 90d
11
Contributors
1
Authorship
Solo
Default branch
main

Live coverage

Identity confidence
Low · 64
Indexed
22 Jul 2026
Lifecycle
Alive
First seen
Jul 2026
Last seen
22 Jul 2026
Identity audit (13)
Slug
letterbox-buddy-pypi-org
Lifecycle state recorded
22 Jul 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
22 Jul 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Written by a language model from the project's public pages.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model from page content.
Last updated
22 Jul 2026
Canonical URL
https://pypi.org/project/letterbox-buddy

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