Back to MCP Trust Indexm8ven
C
Emerging
74/100
2 days ago

AI-Agents-Orchestrator

🪈 Intelligent orchestration system that coordinates multiple AI coding assistants (Claude, Codex, Gemini CLI, Copilot CLI) to collaborate on complex software development tasks via REPL or a Vue/Nuxt UI dashboard. Also includes an Agentic Team runtime with role-based multi-agent open communication & lead-gated final responses.

→ hoangsonww/AI-Agents-Orchestrator· listed on github_code

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

Code 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

hoangsonww

Source: github_code

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 →

⚡ Connect GitHub for Live Monitored

Install from

GitHub

M8ven verifies MCPs across every public registry — install directly from whichever one you prefer.

// key findings
✅
34 tools verified — handlers match their declared behaviour
8 read-only tools verified — handlers contain no write/delete/exec
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 1 credential: FLASK_SECRET_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.
configDASHBOARD_HOST
configDASHBOARD_PORT
configDASHBOARD_DEBUG
configFLASK_SECRET_KEY_AGENTIC
configCORS_ALLOWED_ORIGINS
configAGENTIC_TEAM_CONFIG_PATH
configAGENTIC_UI_BACKEND_PORT
configAGENTIC_UI_BACKEND_HOST
configFLASK_DEBUG
🔐 secretFLASK_SECRET_KEY
configAI_ORCHESTRATOR_CONFIG_PATH
configUI_BACKEND_PORT
configUI_BACKEND_HOST
configPROJECT_PATHUSER[User configures ] --> SCAN[ProjectScanner]
configCONNECTIVITY_CHECK_URL
configDB_URL
configLOG_LEVEL
configAGENTIC_TEAM_CONTEXT_DB
Deployment configuration, supplied by whoever hosts the server. Users are not asked for these.
deployPORT
// quality suggestions

Tool annotations

10/34 tools have annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

34/34 tools missing one or more hints — agentic_team_execute (missing: destructiveHint, idempotentHint, openWorldHint); agentic_team_list_agents (missing: destructiveHint, idempotentHint, openWorldHint); agentic_team_config (missing: destructiveHint, idempotentHint, openWorldHint), +31 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

23/34 tools referenced in tests (68%)

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 3 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/hoangsonww-ai-agents-orchestrator-266la1)](https://m8ven.ai/mcp/hoangsonww-ai-agents-orchestrator-266la1)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: af2d5e175f5901bddbd0ec655b1fd36f6180191c
code hash: f80626bceb349cb0f6be026c8491fac49a8a69c4225e1b0d69f13253464ac85b
verified: 8/17/2026, 4:09:18 AM
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