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C
Warning
74/100
22 hours ago

BRAHM

Enables automating materials science research workflows through a multi-agent AI platform, including literature discovery, knowledge extraction, simulation, and document generation.

→ Shardul-collab/BRAHM-MCP· listed on glama

Warning. Serious findings were identified. Review the full report before connecting. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

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Who stands behind it

Shardul-collab

Source: Glama

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// key findings
🚨
Secret credentials may flow to a network call
4 flows detected: NVIDIA_API_KEY, API_KEY, GROQ_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 4 credentials: GROQ_API_KEY, API_KEY, NVIDIA_API_KEY, NOTION_TOKEN
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configBRAHM_ROOT
configVISHWAKARMA_WORKDIR
configQE_BIN_DIR
configQE_PSEUDO_DIR
configENABLE_VOICE_FEATURES
configCORS_ORIGINS
🔐 secretGROQ_API_KEY
configUNPAYWALL_EMAIL
🔐 secretAPI_KEY
configDOCLAYOUT_YOLO_WEIGHTS
configHOST
configRELOAD
configLOG_LEVEL
🔐 secretNVIDIA_API_KEY
configQE_WORKDIR
configQE_PSEUDO
🔐 secretNOTION_TOKEN
configNOTION_VERSION
configNOTION_PAGE_ID
configWHISPER_MODEL
configNLP_MODEL
configSCHEDULE_TIME
configGROQ_MODEL
configOLLAMA_BASE_URL
configOLLAMA_MODEL
configGANESH_LLM
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

114/114 tools missing one or more hints — shani_create_workflow (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); shani_run_workflow (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); shani_batch_run (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +111 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool test coverage

Only 0/114 tools referenced in tests (0%)

Write tests that reference each tool by name so every tool has at least one test.

Secrets stay with their owner

2 secret/sensitive values flow into network calls (API_KEY → http://localhost:8003, API_KEY → http://localhost:8003) (2 other flows matched canonical API hosts)

Audit where credentials are sent. A NOTION_TOKEN should only reach api.notion.com — never a third-party host.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 4 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 Verified](https://m8ven.ai/badge/mcp/shardul-collab-brahm-mcp-n4cq3v?variant=verified)](https://m8ven.ai/mcp/shardul-collab-brahm-mcp-n4cq3v)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: 1fdbd484ddf675dcf273ea1ae66fdcd816cea988
code hash: 71b0686a86d8f0813f91964121a7bb5b9c674eb9aebfb134c6f5fa97da93c6bb
verified: 8/18/2026, 7:05:50 PM
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