aictrlnet-community (Bodaty/aictrlnet-community) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 194 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100

aictrlnet-community

AI orchestration platform with native human-in-the-loop, MCP support, and built-in governance. MIT licensed.

→ Bodaty/aictrlnet-community· 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

⚡ Live Monitored: not connected

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

Bodaty

Source: github_repo_search

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

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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
1 flow detected: VLLM_API_KEY. We can’t prove the destination matches the brand the credential belongs to.
🔐
You'll be asked for 13 credentials: MCP_REQUIRE_BEARER_OR_APIKEY, POSTGRES_PASSWORD, VLLM_API_KEY, INTERNAL_SERVICE_TOKEN, GCP_ACCESS_TOKEN, ANTHROPIC_API_KEY, OPENAI_API_KEY, GOOGLE_API_KEY, GEMINI_API_KEY, COHERE_API_KEY, HUGGINGFACE_API_KEY, HF_TOKEN, AZURE_OPENAI_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.
configML_SERVICE_URL
configSLOW_REQUEST_LOG_SECONDS
configMCP_COMPLIANCE_REQUIRED_FOR_ENTERPRISE
configMCP_AGP_REQUIRED_FOR_BUSINESS
configAICTRLNET_EDITION
configBROWSER_SERVICE_URL
configMCP_ENABLE_BUSINESS_TOOLS
configMCP_ENABLE_ENTERPRISE_TOOLS
configMCP_PUBLIC_URL
🔐 secretMCP_REQUIRE_BEARER_OR_APIKEY
configMCP_PAST_DUE_GRACE_DAYS
configCONTROL_PLANE_URL
configSQLALCHEMY_DATABASE_URI
configPOSTGRES_SERVER
configPOSTGRES_USER
🔐 secretPOSTGRES_PASSWORD
configPOSTGRES_DB
configPOSTGRES_PORT
configENVIRONMENT
configVLLM_URL
configVLLM_BASE_URL
🔐 secretVLLM_API_KEY
configEDITION
configBLOCKING_EXECUTOR_THREADS
🔐 secretINTERNAL_SERVICE_TOKEN
configK_SERVICE
configCLOUD_RUN_JOB
configGCE_METADATA_HOST
configGCP_LOCATION
🔐 secretGCP_ACCESS_TOKEN
configGCP_PROJECT_ID
configGOOGLE_CLOUD_PROJECT
configVERTEX_AI_PROJECT
configVERTEX_AI_LOCATION
🔐 secretANTHROPIC_API_KEY
🔐 secretOPENAI_API_KEY
🔐 secretGOOGLE_API_KEY
🔐 secretGEMINI_API_KEY
🔐 secretCOHERE_API_KEY
🔐 secretHUGGINGFACE_API_KEY
🔐 secretHF_TOKEN
🔐 secretAZURE_OPENAI_API_KEY
configAZURE_OPENAI_ENDPOINT
configCLOUD_ENVIRONMENT
configAWS_LAMBDA_FUNCTION_NAME
configAWS_EXECUTION_ENV
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployREDIS_URL
deployDATABASE_URL
// 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

194/194 tools missing one or more hints — create_workflow (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); list_workflows (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_workflow (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +191 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 test coverage

131/194 tools referenced in tests (68%)

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

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.

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 4 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/bodaty/aictrlnet-community)](https://m8ven.ai/mcp/bodaty/aictrlnet-community)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 1933af9664509cd5af664340ef5aa10675d62f2b
code hash: 74ae80d4c3c9a4d9b2e09be2785673f8b568d7f4040bfc7f2cb81a956c931704
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