mcp-agent-hub: Skill for Claude Code

.claude/skills/verify/SKILL.md

verify is a skill for Claude Code from avdiam/mcp-agent-hub. It costs 34 tokens per session (736 once invoked), scanned A, original, MIT.

Instructions for testing MCP Agent Hub, a Python message server with a web dashboard and an MCP endpoint. They describe how to run an isolated test copy and check its real interfaces.

In plain words
What is it for?
They help verify agent registration, message tools, the web dashboard, and the server's event stream.
Why use it?
They reduce the risk of testing against the real database or mistaking a server that starts for one that works end to end.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is avdiam/mcp-agent-hub's own configuration. It tells Claude Code how to work on mcp-agent-hub itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything mcp-agent-hub configures →

Reuse

Borrowing it

Nothing to install: this file belongs to avdiam/mcp-agent-hub. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/avdiam/mcp-agent-hub/master/.claude/skills/verify/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/avdiam/mcp-agent-hub

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for verify

README.md
[![agentmods](https://agentmods.dev/badge/skills/avdiam/mcp-agent-hub/verify.svg)](https://agentmods.dev/skills/avdiam/mcp-agent-hub/verify)
Your own site
<a href="https://agentmods.dev/skills/avdiam/mcp-agent-hub/verify"><img src="https://agentmods.dev/badge/skills/avdiam/mcp-agent-hub/verify.svg" alt="Measured on agentmods" height="20"></a>
Per session 34 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 736 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00034 $0.00736
Opus 5 $0.00017 $0.00368
Sonnet 5 $0.00007 $0.00147
Haiku 4.5 $0.00003 $0.00074

Measured 6d ago against content hash 76cf92f72f76, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

verify scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 6d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

- **SSE stream**: `curl -sN --max-time 30 http://127.0.0.1:8001/api/events` → expect one
.claude/skills/verify/SKILL.md · 53 lines

How it starts

The opening of the file, as written. The whole thing — 53 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Verifying MCP Agent Hub changes

The hub is a FastAPI + FastMCP server (mcp_hub/hub.py) with a browser dashboard at /, REST under /api/*, and the MCP endpoint at /mcp. hub.db is CWD-relative (D27), so verify against a scratch instance launched from a throwaway directory — never against the repo root unless you intend to touch the real DB.

Launch a scratch instance (port 8001, isolated DB)

# from any scratch dir (its hub.db lands there):
& <repo>\venv\Scripts\python.exe -m uvicorn --app-dir <repo> mcp_hub.hub:app --host 127.0.0.1 --port 8001

Ready when GET http://127.0.0.1:8001/api/state returns 200. The venv is venv\ at repo root (not .venv). The real deployment uses python run_hub.py (supervisor, port 8000) — check nothing is already on :8000 before assuming the field is clear.

Drive the real surfaces

  • MCP tools (through the middleware, real streamable-HTTP):
    from fastmcp import Client
    async with Client('http://127.0.0.1:8001/mcp') as c:
        await c.call_tool('register_agent', {'agent_id': 'probe', 'skills': []})
    
  • SSE stream: curl -sN --max-time 30 http://127.0.0.1:8001/api/events → expect one data: snapshot immediately, a new one after any mutation, : keepalive comments when idle (20 s).
  • REST mutations: POST /api/broadcast ({"payload": "..."}) is the easiest state-change trigger; hostile-origin probes (-H "Origin: http://evil.com" or a bad Host:) must 403 on /mcp and /api/*.
  • Dashboard: open http://localhost:8001/ via claude-in-chrome; confirm panels update live (Refresh = "Live") with only two /api/ requests in the network log (/api/state first paint + the /api/events stream). Mutate via MCP/REST and screenshot — panels must change without a reload.

Gotchas

  • httpx ASGITransport (used by tests/test_mcp.py) buffers whole bodies — it can never consume /api/events; the SSE tests use a real uvicorn on an ephemeral port (live_server fixture) for this reason. Don't "simplify" them back.
  • Module-global asyncio primitives (hub.notifier) bind to the first event loop that uses them; tests get a fresh one per test via the autouse fixture.
  • PowerShell backgrounds long pytest/uvicorn invocations; pipe through Select-Object -Last N shows nothing until the process exits — a silent run may be a hung SSE consumer, not a slow suite.

Read the full file on GitHub · 53 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 6d ago First seen · 53 lines · 34 tokens per session scan A 76cf92f72f76

Subscribe to this mod's changes

verify is a skill published in the GitHub repository avdiam/mcp-agent-hub (0 stars, last pushed 1mo ago), licensed MIT. It adds 34 tokens to every session and 736 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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