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Who stands behind it

MIMIR-LLM4CSE

Source: github_code

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// key findings
🚨
Secret credentials may flow to a network call
1 flow detected: VLLM_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 3 credentials: GITHUB_TOKEN, VLLM_API_KEY, ANTHROPIC_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.
configMCP_OLLAMA_MODEL
configMIMIR_DEFAULT_MODEL(empty) Model selected at startup; overridden by --model or the UI
🔐 secretGITHUB_TOKENto raise GitHub API limits.
configMCP_FILES_ROOTcurrent working dir Workspace root (guardrail on paths tools name — [not a sandbox](SERVERS_DETAILED.md#scope-of-the-sandbox-read-this-before-trusting-confined))
configMCP_ENV_TIMEOUT
configMODULESHOME
configMIMIR_EXTRA_FILE_ROOTS
configLLM_BACKENDe =vllm -e VLLM_BASE_URL=http://<node>:8000 \
configVLLM_BASE_URLe LLM_BACKEND=vllm -e =http://<node>:8000 \
🔐 secretVLLM_API_KEYEMPTY API key for vLLM OpenAI-compatible calls
configMIMIR_SCRATCH_DIRoverride . It is writable without approval and is where throwaway scripts,
configMIMIR_PIN_ROLE
configMIMIR_STATE_HOME
configMIMIR_STATE_DIRoverride ): memory, sessions, plans, todos. The agent's scratchpad sits
configMIMIR_MAX_TOOLS
configSEARCH_ROOT
configMIMIR_EMBED_MODEL(empty; nomic-embed-text on Ollama) Embedding model for semantic memory search & tool ranking (required for vLLM; else lexical fallback)
configMIMIR_EMBED_TIMEOUT
configVLLM_VERIFY_SSL
configMIMIR_EMBED_BASE_URL
🔐 secretANTHROPIC_API_KEY
configANTHROPIC_BASE_URL
configMIMIR_ANTHROPIC_MAX_TOKENS
configMIMIR_ANTHROPIC_EFFORT
configMIMIR_ANTHROPIC_THINKING
configMIMIR_ANTHROPIC_MAX_INPUT_TOKENS
configMIMIR_OLLAMA_NUM_CTX(model's context length) Overrides the Ollama context window (num_ctx)
configMIMIR_VLLM_MAX_MODEL_LEN
configMIMIR_INIT_TIMEOUT
configOLLAMA_BASE_URL
configMIMIR_BACKEND_TIMEOUT
configMIMIR_BACKEND_POLL_INTERVAL
configMIMIR_PROXY_BENCH_DIR
// 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

88/88 tools missing one or more hints — memory_add (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); memory_search (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); memory_list_all (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +85 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.

Destructive tools are labelled

9 tools perform destructive updates without destructiveHint — memory_add deletes at line 355 (os.remove(os.path.join(MEMORY_DIR, f"{stale['name']}.md"))); memory_delete deletes at line 490 (os.remove(os.path.join(MEMORY_DIR, f"{name}.md"))); memory_clear deletes at line 512 (os.remove(os.path.join(MEMORY_DIR, f"{e['name']}.md")))

Add destructiveHint:true to any tool whose handler calls .delete(), .upsert(), .update(), unlink, rm, DELETE, DROP, REPLACE INTO, or any operation that overwrites existing data.

Shell command execution

6 child_process/subprocess calls in production code — runs shell commands (mimir/vscode-extension/src/extension.ts:592, mimir/vscode-extension/src/extension.ts:705, mimir/vscode-extension/src/extension.ts:726)

Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.

Secrets stay with their owner

1 secret/sensitive value flow into network calls (VLLM_API_KEY → dynamic)

Audit where credentials are sent. A NOTION_TOKEN should only reach api.notion.com — never a third-party host.

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/mimir-llm4cse-mimir-1vdfqq?variant=verified)](https://m8ven.ai/mcp/mimir-llm4cse-mimir-1vdfqq)
Shows verification status without the grade. Want the grade badge instead? Remove ?variant=verified from the URL.
commit: e2338891db06d177a8cafb64b39bdd5bdf5ce85b
code hash: 2f0f82b4c031910070196e871f56fb027c790ca503803466a05dbbb901141cb8
verified: 8/19/2026, 9:30:09 AM
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