telop-codex

Item: telop-codex
Rating: 69
Author: M8ven

Enables AI to transcribe Japanese talk videos, edit subtitles with filler removal and timing correction, and export SRT files using local Whisper models.

→ wirelessml/telop-codex · listed on glama

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// key findings

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

✅

Open source with a license and README

Anyone can audit the code, the license is declared, and the publisher documents what it does.

🔐

You'll be asked for 2 credentials: OPENAI_API_KEY, AI_REVIEW_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configAI_REVIEW_PROVIDER— ollama OLLAMA_MODEL=llama3.1 PORT=8510 python run.py

configAI_REVIEW_TIMEOUT— 互換APIのURLを変える場合は AI_REVIEW_BASE_URL を指定します。AI精査のHTTPタイムアウトはデフォルト300秒です。推論に時間がかかるモデルを使う場合は =600 のように秒数で指定できます。

configOLLAMA_BASE_URL

configOLLAMA_MODEL— AI_REVIEW_PROVIDER=ollama =llama3.1 PORT=8510 python run.py

🔐 secretOPENAI_API_KEY— AI_REVIEW_PROVIDER=openai =... AI_REVIEW_MODEL=gpt-4o-mini PORT=8510 python run.py

🔐 secretAI_REVIEW_API_KEY

configAI_REVIEW_BASE_URL— 互換APIのURLを変える場合はを指定します。AI精査のHTTPタイムアウトはデフォルト300秒です。推論に時間がかかるモデルを使う場合は AI_REVIEW_TIMEOUT=600 のように秒数で指定できます。

configAI_REVIEW_MODEL— AI_REVIEW_PROVIDER=openai OPENAI_API_KEY=... =gpt-4o-mini PORT=8510 python run.py

configTELOP_DATA_DIR

configTELOP_MCP_DATA_DIR— 環境変数でMCP専用データディレクトリを指定できる（既定 .telop-data-mcp/）。

configPORT— 8510 python run.py

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// improvement guidance — verified publishers only

We have 5 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.

// embed badge in your README

[![M8ven Score](https://m8ven.ai/badge/mcp/wirelessml-telop-codex-asjuqs)](https://m8ven.ai/mcp/wirelessml-telop-codex-asjuqs)

commit: eb1c3580fac94e2a803f570a6c7e468fe809d9cc

code hash: c698161c906f521d175f5daf072b374e92866b09d01bef3a5c14464fd835a968

verified: 7/10/2026, 10:05:13 AM

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