AI-Workforce-OS-AI-Agents-Orchestrator- (phat79186/AI-Workforce-OS-AI-Agents-Orchestrator-) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: there is no public source to read and no endpoint we can reach, so there is nothing for us to inspect. No publisher has claimed this listing.

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

AI-Workforce-OS-AI-Agents-Orchestrator-

Local-first AI Workforce Operating System that coordinates executive leadership (AI CEO/CTO) and specialized AI agents to autonomously plan, code, debug, and test software. Features Task DAG decomposition, 3-layer intelligent routing, and persistent Obsidian organizational memory for cross-project learning.

→ phat79186/AI-Workforce-OS-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

phat79186

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_PATH
configCONNECTIVITY_CHECK_URL
configCOMSPEC
configDB_URL
configLOG_LEVEL
configAGENTIC_TEAM_MEMORY_PROVIDER
configORCHESTRATOR_MEMORY_PROVIDER
configOBSIDIAN_VAULT_PATHThe system supports your Real Obsidian Vault configured via or --vault-path. During automated unit testing (pytest), isolated temporary test vaults are used to prevent modifying your personal notes.
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/phat79186-ai-workforce-os-ai-agents-orchestrator-1f0r3q)](https://m8ven.ai/mcp/phat79186-ai-workforce-os-ai-agents-orchestrator-1f0r3q)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 29ff524101b87b5123199296a305dcfc923c5592
code hash: 1934fc6be932b8513ca8d241b504a6afffadd4becf69582e633ca3cf6c2cd5a4
verified: 8/17/2026, 5:19:31 PM
view raw JSON →
Check MCPs from inside your assistant
Tool Check · MCP

Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.

https://m8ven.ai/api/mcp/tool-check
check_toolsearch_toolscompare_toolsrecommend_alternativescheck_publisherreport_concern
How to add it →Free · no account needed · works in any MCP client