← c6c6 / wf1 - AI Observability Dashboard / Inventory / MCP Servers·dashboard-v1-v1 · 2026-04-02 · draft
Qpoint
AL
38 total tools · 1 server with elevated error rate6 servers observed

MCP Server-Centered Topology

An MCP server map should expose caller demand, tool surface, transport, and operational health.

Useful per server: which agents connect to it, how many tools it exposes, what sessions depend on it, where transport or latency adds risk, and what failures cluster around it.

Identity, adjacency, activity, and posture around one representative item.

Callers

Who depends on this server.

Claude Codeprimary agent
Cursorsecondary agent
alice@company.comfrequent user

Tool Surface

Which exposed tools matter most.

read_file318 calls
write_file204 calls
list_directory191 calls

MCP Server

filesystem v1.0.0

Broadly shared server whose tools shape the majority of code-oriented sessions.

18 sessions · 420 calls

Execution Context

Operational details that explain behavior.

http transportnetworked
local filesystemasset reach
todaylast seen

Watch For

Where health and risk can degrade.

web-search 3.4%compare error outlier
latency drifttool slowdown
unexpected callernew client

Transport

http

Tool surface

8 tools

Avg posture

0.2% error rate

Blast radius

shared by multiple agents

ServerVersionTransportToolsSessionsTotal callsError rateLast seen
filesystem1.0.0http8184200.2%today
github0.6.2http129841.1%today
figma0.3.0http64310%today
postgres1.1.0stdio42180%yesterday
web-search2.0.1http36443.4%today
puppeteer0.4.0stdio5180%Mar 30