FreeAI_AI_Inference_Workstation
FreeAI: Unified AI Inference Workstation — local LLMs, autonomous agents, full SDLC automation, security tools, and multi-provider routing. One self-hosted stack.
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.
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ProjectZeroDays
Source: github_code
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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.
FREEAI_AGENT_HINTROUTER_URLAGENT_APIWORKFLOW_APIAUTO_APIMCP_API_KEYAUTONOMOUS_API_KEYAGENT_API_KEYMCP_PORTMCP_CATALOG_PORTPOWERSHELLCOMPUTERNAMEHOSTNAMETERMINAL_WS_PORTTERMINAL_WS_HOSTAUTONOMOUS_APIDASH_APIPROXY_PORTMEMORY_PORTAGENTS_PORTREGISTRY_PORTRAG_PORTBRAIN_PORTSKILL_PORTDASHBOARD_PORTMEMORY_SESSION_TTLMEMORY_MAX_TURNSMEMORY_SUMMARIZE_AFTERROUTER_API_KEYAUTH_JWT_SECRETREDTEAM_MODELBLUETEAM_MODELPURPLETEAM_MODELQUANTUM_AGENT_API_URLAUTOMATION_PORTPROXY_URLBUILDER_PORTCAMPAIGN_PORTCODEBUILDER_PORTGODMODE_PORTPIPELINE_PORTAGENT_TOOLKIT_SKILLSREDTEAM_PROFILEOPTIMIZER_INTERVAL_SGPU_IDOPTIMIZER_COOLDOWN_SAGENT_PROFILEENABLE_SHELL_TOOLSSHELL_TIMEOUT_SMAX_FIX_ROUNDSHITL_ENABLEDHITL_APPROVAL_TIMEOUT_SAUTONOMOUS_PORTAGENT_OPERATORHITL_PORTMAX_FILE_BYTESBROWSER_PORTGHIDRA_HOMEFRIDA_DIRJAVA_HOMEDASHBOARD_AUTH_TOKENFLASK_SECRET_KEYSALAD_API_KEYAIKIDO_API_KEYAIKIDO_APP_IDSHODAN_API_KEYLOKI_URLUPLOAD_DIRSECRETS_MASTER_KEYSECRETS_SALTFREEAI_SERVICEUSE_REVIEWER_LLMQDRANT_URLMEMORY_MAX_SESSIONSMOCK_LLMMOCK_LLM=1 python3 router/router.pyQDRANT_API_KEYRAG_SIDECAR_PORTBENCHMARK_MAX_TOKENSBENCHMARK_TIMEOUT_SBENCHMARK_COLD_RUNSBENCHMARK_WARM_RUNSCUDA_GRAPH_ENABLEDCUDA_GRAPH_DYNAMIC_SEQCUDA_GRAPH_CAPTURE_TIMEOUT_SKV_CACHE_QUANT_BITSKV_CACHE_QUANT_ENABLEDKV_CACHE_QUANT_THRESHOLDSPECULATIVE_DECODING_ENABLEDSPECULATIVE_DRAFT_MODELSPECULATIVE_ACCEPT_THRESHOLDSPECULATIVE_MAX_DRAFT_TOKENSGPU_MONITOR_INTERVAL_SGPU_PERF_METRICS_ENABLEDGPU_PERF_CONFIGLB_ALGOLB_FAILURE_THRESHOLDLB_RECOVERY_TIMEOUTLB_HEALTH_CHECK_INTERVALLLAMA_BASELLAMA2_BASEFREETOKEN_BASE_URLROUTER_PORTWS_PORTFREEAI_AUTONOMOUS_SETUPFREEAI_HOSTCATALOG_PORTTool 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
18/18 tools missing one or more hints — browser_open (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); browser_close (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); browser_click (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +15 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.
Tool handlers catch errors
Only 0/18 tool handlers wrap calls in try/catch (0%)
Wrap each tool handler body in try/catch and return a structured error response.
Tool test coverage
Only 4/18 tools referenced in tests (22%)
Write tests that reference each tool by name so every tool has at least one test.
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