C
Emerging
74/100
7 days ago

smrti

Memory engine for self-evolving AI agent ecosystems. Multi-tenant, multi-space isolation with Bayesian truth maintenance, emotional valence, automatic consolidation, and configurable per-agent personality.

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

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Who stands behind it

cyqlelabs

Source: github_code

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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: SMRTI_API_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.
configSMRTI_TOWN_DB
configSMRTI_TOWN_TENANT
configSMRTI_PERSONALITYbalanced Personality preset
🔐 secretSMRTI_API_KEYWhen set, every request must send Authorization: Bearer <key> or X-Api-Key: <key>
configSMRTI_UPSTREAM_URL
configSMRTI_EXTRACT_TIMEOUT60 Extraction request timeout in seconds
configSMRTI_DB"env": { "": "~/.smrti/memory.db" }
configSMRTI_TENANT_IDdefault Tenant partition (hard isolation)
configSMRTI_SPACEdefault Write space
configSMRTI_CORS_ORIGINSComma-separated allowed origins for the proxy; CORS middleware is only added when set
configSMRTI_INJECT_MAX_CHARS500 Max characters per injected memory
configSMRTI_READ_SPACESwrite space Comma-separated spaces to read from
configSMRTI_IGNORE_PATTERNSNewline-separated regexes; matching content is dropped before storage (see below)
configSMRTI_EXTRACT1 Entity/claim extraction after every remember (0 = off)
configSMRTI_EXTRACT_MODEhybrid hybrid (GLiNER + LLM), llm (LLM-only), local (no LLM)
configSMRTI_EXTRACT_URLupstream URL LLM endpoint for extraction calls
configSMRTI_EXTRACT_MODELrequest model Model for extraction calls
configSMRTI_EXTRACT_THINKINGdisabled Chain-of-thought for extraction: disabled is faster and avoids token-budget exhaustion on thinking models (Qwen3, DeepSeek-R1); also auto, enabled
configSMRTI_RECALL_TOP_K5 Memories to inject per request
configSMRTI_RECALL_MIN_CONFIDENCE0.3 Confidence floor for injected memories
configSMRTI_QUERY_MODEconcat Recall query source: concat recent context or last message only
configSMRTI_QUERY_CONTEXT_MSGS5 Recent messages included in the recall query
configSMRTI_QUERY_MAX_CHARS500 Max characters of the recall query
configSMRTI_REFLECT_INTERVAL60 Auto-consolidation interval in seconds (0 = off)
// 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

2/2 tools missing one or more hints — call_tool (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); dynamic_tool_253 (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). 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 0/2 tools referenced in tests (0%)

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

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/cyqlelabs-smrti-1ad45o)](https://m8ven.ai/mcp/cyqlelabs-smrti-1ad45o)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: a46fc14c2a0347e3c6688aceb97b9ad0921d0706
code hash: 9bf58a5662e9d338eba880aa31dda765191b43beb0a3025ae5a8915980e37008
verified: 8/12/2026, 7:56:47 AM
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