jarvis-rag-local (LucasLeduc/jarvis-rag-local) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 2 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

jarvis-rag-local

Local-first GraphRAG over a markdown knowledge base: LightRAG, Ollama/Qwen, MCP server, LLM router, scheduled self-maintenance

→ LucasLeduc/jarvis-rag-local· listed on github_repo_search

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

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Who stands behind it

LucasLeduc

Source: github_repo_search

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Install from

GitHub

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
🚨
Secret credentials may flow to a network call
2 flows detected: TELEGRAM_BOT_TOKEN. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 6 credentials: ANTHROPIC_API_KEY, GOOGLE_API_KEY, MISTRAL_API_KEY, DEEPSEEK_API_KEY, OPENAI_API_KEY, TELEGRAM_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.
configAUTO_INGEST_SKIP_VENV_CHECK
configRERANK_BY_DEFAULT
configOLLAMA_HOST
configEMBEDDING_BACKEND
configQUERY_LLM_BACKEND
🔐 secretANTHROPIC_API_KEY
configGEMINI_MODEL
🔐 secretGOOGLE_API_KEY
configGEMINI_REQUEST_DELAY_S
configMISTRAL_MODEL
🔐 secretMISTRAL_API_KEY
configMISTRAL_REQUEST_DELAY_S
configDEEPSEEK_MODEL
🔐 secretDEEPSEEK_API_KEY
configOPENAI_MODEL
🔐 secretOPENAI_API_KEY
configLOCAL_LLM_MODEL
configLOCAL_LLM_HOSTS
configST_EMBEDDING_MODEL
configST_EMBEDDING_BATCH
configLOCAL_LLM_CONNECT_TIMEOUT
configLOCAL_LLM_READ_TIMEOUT
configLOCAL_LLM_NUM_CTX
configLOCAL_QUERY_MODEL
configLOCAL_QUERY_NUM_CTX
configLOCAL_QUERY_MAX_TOKENS
configVAULT_PATH
configRAG_QUERY_MODE
configHERMES_BRAIN_BACKEND
configHERMES_BRAIN_LOCAL_MODEL
configHERMES_BRAIN_LOCAL_NUM_CTX
configHERMES_MAX_BRAIN_CALLS
configHERMES_LOG_LEVEL
configREK1_VAULT_PATH
configHONCHO_API_URL
configHONCHO_WORKSPACE
configHONCHO_PEER
configHONCHO_SESSION
configOPTIMUS_HUD_ROOT
🔐 secretTELEGRAM_BOT_TOKEN
configTELEGRAM_AUTHORIZED_USER_ID
// quality suggestions

Tool test coverage

1/2 tools referenced in tests (50%)

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 1 concrete improvement 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/lucasleduc/jarvis-rag-local)](https://m8ven.ai/mcp/lucasleduc/jarvis-rag-local)
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commit: 203722162e44dcb6af9247b7d725ee2ff60543ae
code hash: f0868417d73a34466e02903dac1c0f0da7066fd878c79c6665ac0aca2e2c61c6
view raw JSON →
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