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C
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74/100
17 days ago

Neural-Stimulus

An MCP server that provides persistent semantic memory for LLMs by building a concept graph with vector search. It enables storing, linking, and retrieving concepts across conversations using Turso vector search and 256-dimensional embeddings.

→ recla93/NeuralStimulus· listed on glama

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Limited view: static analysis for Python is partially covered.

How we verified

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Who stands behind it

recla93

Source: Glama

Is this your MCP?

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Install from

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 1 credential: TURSO_AUTH_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.
configXDG_DATA_HOME
configNS_CONSOLIDATE_AUTO
configNEURON_USER
configNEURON_NO_GM
configNEURON_SLUGneuron5 python -m neuron # side-by-side with another install
configNEURON_NO_DOTENV
configNS_GRAPHS_DIR/tmp/neuron-test python -m neuron # isolated store
configNEURON_VAULT
configNS_EMBED_MODEL
configNEURON_ENV_FILE
configPYTEST_CURRENT_TEST
configTURSO_DATABASE_URL1. Turso Cloud — when + TURSO_AUTH_TOKEN are set. Memory is shared
🔐 secretTURSO_AUTH_TOKEN1. Turso Cloud — when TURSO_DATABASE_URL + are set. Memory is shared
configGM_SLUG
configNEURON_BRIDGE_HOST
configGM_NO_CLIENT_REGISTER
configNEURON_INSTALL_DIR
configNEURON_DEBUG
configNEURON_REPO
configNS_EMBED_DIM
// 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

26/26 tools missing one or more hints — call_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); status (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); store_turn (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +23 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/recla93-neuralstimulus-1xm1wn)](https://m8ven.ai/mcp/recla93-neuralstimulus-1xm1wn)
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commit: 68f42ebdfdd61d4c3933d9c8afe5bcacdca5590b
code hash: 7ae17eff57ee3f8f6906844a026cb396e2ef3fa13ecdb490fad434bbcdc27665
verified: 8/2/2026, 9:20:17 AM
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