Models & MCPPlugin

ff-toolkit

inthepond/ff-toolkit

ff-toolkit is a tool for DeepSeek Harness. FFmpeg toolkit with CLI, MCP server, and AI tool schemas

View repository

Stars: 9
Forks: 3
Issues: 0
Update: 66 days

REVIEW SCORECARD

Review Scorecard

7.5/10Average

License compliance9.0

Engineering quality5.9

Content completeness6.0

Repository scale7.0

Maintenance activity8.0

✓ No risk detected · Automated scan results are for reference only, not an official endorsement

AI DEEP REVIEW

Worth AI Review

7.2/10Consider

Solid FFmpeg tool wrapper for LLM agents with good docs, but limited tests/CI evidence and only 9 stars.

Code quality7

README shows a clean src/ff_kit layout with modular files (cli.py, executor.py, schemas, dispatch) and a runnable example, but no test suite, CI badges, or coverage info are mentioned.

Security6

No suspicious download-and-execute patterns or plaintext secrets appear in the README, but it shells out to FFmpeg subprocesses and security posture is otherwise undocumented, so a neutral score is given.

Utility8

Solves a real, common pain point by wrapping five FFmpeg operations (clip, merge, extract_audio, add_subtitles, transcode) as OpenAI/Anthropic tool schemas plus an MCP server and dsh plugin.

Maintenance7

Last updated 2026-08-17 and not archived, indicating recent activity, but only 9 stars and no visible release cadence or contributor info limits confidence.

Documentation8

README provides install command, quick start, Python/CLI examples, OpenAI/Anthropic/MCP/dsh integration snippets, an operations table, and a project structure diagram, though it is truncated mid-tree.

Generated by AI after reading the project README — a decision aid, not an endorsement. Neutral scores are given when information is limited.

PROJECT READMEREADMEExpandCollapse

Loading GitHub README...

INSTALL REFERENCE

Install reference

Structure check pending

pip install ff-toolkit

This command was extracted from an explicit README install reference and is display-only; the DSH host will not execute it automatically.

PROJECT TOPICS

Project topics

agent-tools ai-agents deepseek-harness dsh-plugin ffmpeg llm-tools mcp tool-calling video-processing

VALIDATION LADDER

Validation progress

Structure check pending

01Store discoveryPassed

02ClassificationPassed

03Structure checkPending

04Sandbox validationPending

FAQ

Frequently Asked Questions

What is ff-toolkit used for?

FFmpeg toolkit with CLI, MCP server, and AI tool schemas

How popular is ff-toolkit?

ff-toolkit has 9 stars and 3 forks on GitHub, last updated 2026-08-17.

What license does ff-toolkit use?

ff-toolkit is distributed under the MIT license.

Is ff-toolkit compatible with DeepSeek Harness?

ff-toolkit is listed in the DSH Universe directory as a tool for DeepSeek Harness. This plugin is listed in the DSH Universe directory and covered by its validation pipeline.

CLASSIFICATION EVIDENCE

Classification evidence

Project typePlugin

Feature categoryModels & MCP

Rule confidenceHigh

The system checks GitHub Topics against the site taxonomy and keyword rules. Current matches:mcp、video-processing。

ff-toolkit

Review Scorecard

Worth AI Review

Install reference

Project topics

Validation progress

Frequently Asked Questions

Classification evidence

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