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Glyph

Glyph is an MCP server, listed under model apis. It reaches openai. It needs OPENAI_API_KEY to authenticate. Its repository has 0 GitHub stars and is licensed under MIT; we last read it on 2026-10-22.

🔮 MCP security scanner — find tool poisoning, credential leaks, and insecure transports in AI agent configurations

Install

Read from Glyph’s own README, close to verbatim -- not written by us, and not guessed.

pip install glyph-scan

What it reaches, and what it needs

Reaches
openai
Credential
OPENAI_API_KEY

Maintenance

Stars
0
State
listed
Licence
MIT
From the repository

🔮 MCP security scanner — find tool poisoning, credential leaks, and insecure transports in AI agent configurations

Glyph compared with similar servers

Glyph compared with the closest alternatives, by services reached, credentials, stars, last update and licence
ServerReachesNeedsStarsLast updateLicence
Glyph (this page)openaiOPENAI_API_KEY02026-10-18MIT
paperbananaatlascloud, google, openai(1 shared)ATLASCLOUD_API_KEY, GOOGLE_API_KEY, OPENAI_API_KEY2,4122026-09-17MIT
ms-365-mcp-serverms365, openai(1 shared)MS365_MCP_ATTACHMENT_URL_KEY, MS365_MCP_CLIENT_SECRET, MS365_MCP_OAUTH_TOKEN, OPENAI_API_KEY1,0682026-10-23MIT
just-promptanthropic, deepseek, gemini, groq, openai(1 shared)ANTHROPIC_API_KEY, DEEPSEEK_API_KEY, GEMINI_API_KEY, GROQ_API_KEY, OPENAI_API_KEY7392025-08-10—
flamaanthropic, openai(1 shared)None listed3042026-10-13Apache-2.0
mcp-ragdocsopenai, qdrant(1 shared)OPENAI_API_KEY, QDRANT_API_KEY2652025-07-18MIT

Ranked by services in common with Glyph, then by stars. Figures are from each repository when we last read it.

Common questions about Glyph

What does Glyph do?
🔮 MCP security scanner — find tool poisoning, credential leaks, and insecure transports in AI agent configurations
How do I install Glyph?
Its own README gives this command: pip install glyph-scan. Run it where your MCP client can launch the server, and check the README for any settings it asks for.
What does Glyph connect to, and what does it need?
It reaches openai. The credentials we found in its source are OPENAI_API_KEY.
Is Glyph official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 0 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-18.
What licence does Glyph use?
The repository declares the MIT licence.

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