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MIMIR-LLM4CSE
Source: github_code
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Install from
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.
MCP_OLLAMA_MODELMIMIR_DEFAULT_MODELModel selected at startup; overridden by --model or the UIGITHUB_TOKENto raise GitHub API limits.MCP_FILES_ROOTWorkspace root (guardrail on paths tools name — [not a sandbox](SERVERS_DETAILED.md#scope-of-the-sandbox-read-this-before-trusting-confined))MCP_ENV_TIMEOUTMIMIR_HPC_JOBS_DIRMODULESHOMEMIMIR_EXTRA_FILE_ROOTSLLM_BACKENDBackend selector: vllm or ollamaVLLM_BASE_URLvLLM API base URL (client appends /v1 if needed)VLLM_API_KEYAPI key for vLLM OpenAI-compatible callsMIMIR_SCRATCH_DIRoverride . It is writable without approval and is where throwaway scripts,MIMIR_PIN_ROLEMIMIR_STATE_HOMEMIMIR_STATE_DIRoverride ): memory, sessions, plans, todos. The agent's scratchpad sitsMIMIR_MAX_TOOLSSEARCH_ROOTMIMIR_EMBED_MODELEmbedding model for semantic memory search & tool ranking (required for vLLM; else lexical fallback)MIMIR_EMBED_TIMEOUTVLLM_VERIFY_SSLMIMIR_EMBED_BASE_URLANTHROPIC_API_KEYANTHROPIC_BASE_URLMIMIR_ANTHROPIC_MAX_TOKENSMIMIR_ANTHROPIC_EFFORTMIMIR_ANTHROPIC_THINKINGMIMIR_ANTHROPIC_MAX_INPUT_TOKENSMIMIR_OLLAMA_NUM_CTXOverrides the Ollama context window (num_ctx)MIMIR_VLLM_MAX_MODEL_LENMIMIR_INIT_TIMEOUTOLLAMA_BASE_URLOllama API endpointMIMIR_BACKEND_TIMEOUTMIMIR_BACKEND_POLL_INTERVALMIMIR_PROXY_BENCH_DIRTool 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
77/77 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), +74 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
1 call in production code run through a shell (mimir/vscode-extension/src/extension.ts:777)
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
Secrets stay with their owner
1 secret sent to a request target we could not resolve (VLLM_API_KEY → dynamic) — often a configured endpoint, not necessarily third-party
Audit where credentials are sent. A NOTION_TOKEN should only reach api.notion.com — never a third-party host.
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