Gauntlet-Incept-MCP (Birdsmith/Gauntlet-Incept-MCP) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

Back to MCP Trust Indexm8ven
C
Emerging
74/100
2 months ago

Gauntlet-Incept-MCP

Enables Claude Desktop to interact with the Gauntlet Incept system for generating, tagging, and grading educational content for K-8 students directly through natural language.

→ Birdsmith/Gauntlet-Incept-MCP· listed on pulsemcp

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

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Who stands behind it

Birdsmith

Source: PulseMCP · also listed on modelscope

Is this your MCP?

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Install from

PulseMCPmodelscope

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// key findings
🚨
Secret credentials may flow to a network call
11 flows detected: GITLAB_PERSONAL_ACCESS_TOKEN. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 9 credentials: AWS_SECRET_ACCESS_KEY, BRAVE_API_KEY, DB_PASSWORD, EVERART_API_KEY, GITHUB_PERSONAL_ACCESS_TOKEN, GITLAB_PERSONAL_ACCESS_TOKEN, GOOGLE_MAPS_API_KEY, OPENAI_API_KEY, SLACK_BOT_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.
configAWS_ACCESS_KEY_ID
configAWS_REGION
🔐 secretAWS_SECRET_ACCESS_KEY
🔐 secretBRAVE_API_KEY
configDB_HOST
configDB_NAME
🔐 secretDB_PASSWORD
configDB_PORT
configDB_USER
configDOCKER_CONTAINER
🔐 secretEVERART_API_KEY
configGDRIVE_CREDENTIALS_PATH
configGDRIVE_OAUTH_PATH
🔐 secretGITHUB_PERSONAL_ACCESS_TOKEN
configGITLAB_API_URL
🔐 secretGITLAB_PERSONAL_ACCESS_TOKEN
🔐 secretGOOGLE_MAPS_API_KEY
configMEMORY_FILE_PATH
🔐 secretOPENAI_API_KEY
🔐 secretSLACK_BOT_TOKEN
configSLACK_TEAM_ID
configPYTHONIOENCODING
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

61/61 tools missing one or more hints — generate_image (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); read_file (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); read_multiple_files (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +58 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.

Tests exist

No test files found

Add tests that exercise each declared tool.

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 3 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/birdsmith-gauntlet-incept-mcp-u1s0dv)](https://m8ven.ai/mcp/birdsmith-gauntlet-incept-mcp-u1s0dv)
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commit: fecd38dfde679a467588178b87d6728c62a60952
code hash: 5730bbff60a5d108f9e3aac3ea641513c823a03a6f446e7157c8656e21b7a9ea
verified: 6/16/2026, 11:59:33 AM
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