F
Warning
27/100
13 hours ago

superlocalmemory

Open-source governed, local-first memory control plane for AI agents and teams. arXiv:2608.08253

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.

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Who stands behind it

qualixar

Source: github_code · also listed on Glama, github_topic

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// key findings
🚨
Code appears obfuscated
5 files are unreadable to a human reviewer. Cannot audit what they do.
🔐
You'll be asked for 2 credentials: SLM_DOGFOOD_API_KEY, SLM_SIGNER_KEY
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.
configSLM_DATA_DIRSelf-bootstraps a Python venv, installs all deps in an isolated
configSLM_HOME
configSL_MEMORY_PATH
configSLM_DISABLE_WARMUP_SIDE_EFFECTS
configSLM_MCP_EMBEDDED
configSLM_SESSION_ID
configCLAUDE_SESSION_ID
configCLAUDE_PROJECT_DIR
configPROJECT_PATH
configSLM_AGENT_IDMulti-Agent Memory per-agent write activity and attribution; memories stamped by , agent write counts, and trust signals
configCLAUDE_AGENT_TYPE
configSLM_CLI_PATH
configSLM_HOOK_DAEMON_URL
configSLM_HOOK_DAEMON_TIMEOUT
configKMP_DUPLICATE_LIB_OK
configOMP_NUM_THREADS
configOPENBLAS_NUM_THREADS
configMKL_NUM_THREADS
configVECLIB_MAXIMUM_THREADS
configNUMEXPR_NUM_THREADS
configTOKENIZERS_PARALLELISM
configORT_DISABLE_COREML
configSLM_SOURCE_ROOT
configSLM_BENCH_DIR
configSLM_BENCH_DB
configSLM_CACHE_DB
🔐 secretSLM_DOGFOOD_API_KEY
configGITHUB_OUTPUT
configSLM_SKIP_DEP_CHECK
configSLM_DB_BUSY_TIMEOUT_MS
🔐 secretSLM_SIGNER_KEY
configSLM_DAEMON_PORT
configSLM_NON_INTERACTIVE
configSLM_MEMORY_DB
configSLM_USER_SESSION
configSLM_TEST_ISOLATION
configSLM_TEST_ALLOW_DAEMON_SPAWN
configSLM_AUTO_PROMOTE_DELAY_S
configSLM_AUTO_PROMOTE_MIN_EDGES
configCUDA_VISIBLE_DEVICES
configPYTORCH_MPS_HIGH_WATERMARK_RATIO
configPYTORCH_MPS_MEM_LIMIT
configPYTORCH_ENABLE_MPS_FALLBACK
configTORCH_DEVICE
configSLM_EMBED_WORKER_RSS_LIMIT_MB
configSLM_MAX_EMBEDDING_WORKERS
configSLM_EMBED_IDLE_TIMEOUT
configSLM_EMBED_RESPONSE_TIMEOUT
configSLM_EMBED_RECYCLE_AFTER
configSLM_MIN_AVAILABLE_MEMORY_GB
configSLM_STORE_FAST_EMBED_TIMEOUT_MS
configSLM_PII_REDACTION
// quality suggestions

Tool annotations

62/96 tools have annotations

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

All four hints declared on every tool

96/96 tools missing one or more hints — session_init (missing: destructiveHint, idempotentHint, openWorldHint); observe (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); report_feedback (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +93 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.

No eval / new Function

1 eval() or new Function() call — dynamic code execution

Replace eval / Function with explicit parsing or safer alternatives.

Readable source code

5 files appear obfuscated

Ship unminified, readable source.

No arbitrary install scripts

Has postinstall/preinstall script — runs arbitrary code on npm install

Remove postinstall/preinstall hooks unless they’re essential.

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 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 Verified](https://m8ven.ai/badge/mcp/qualixar-superlocalmemory-178op5?variant=verified)](https://m8ven.ai/mcp/qualixar-superlocalmemory-178op5)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: a5438ee6028c9bd7ca30959a3d61d133c24592ed
code hash: 2951d1d3c5a4fb5489b3622cd5bcdb68878187107b413346c2d657a0a3a99093
verified: 8/19/2026, 1:23:19 PM
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