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MCP server · Blockchain

Inferwatch

· github.com/floatsmyboat/inferwatch

Real-time and historical metrics for locally served LLMs (Ollama and vLLM) — dashboard, HTTP API and MCP server. One process, one SQLite file, never in the request path.

Unclaimed dashboardgpu-monitoringllmllmopsmcpmetricsmonitoringobservabilityollamaprometheusself-hostedvllm
InstallView source
34Low

Scored a month ago · breakdown

About Inferwatch

Inferwatch is an MCP server in the Blockchain category: real-time and historical metrics for locally served LLMs (Ollama and vLLM) — dashboard, HTTP API and MCP server. One process, one SQLite file, never in the request path.

Install

From source
git clone https://github.com/floatsmyboat/inferwatch

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (9)

cache_statusOllama prompt-cache occupancy and eviction pressure, plus live KV usage

Parameters not published.

client_statswho is calling, for which models, at what context size

Parameters not published.

concurrencyrequests in flight at once, and how close to slot capacity

Parameters not published.

get_eventscold loads, evictions, truncations, warnings

Parameters not published.

gpu_statusper-device util/VRAM/temp/power

Parameters not published.

healthis collection working, is debug logging on

Parameters not published.

image_failureswhat failed, by node class, and what never reached a backend

Parameters not published.

image_generationsrecent generations with every model the workflow loaded

Parameters not published.

image_summarySwarmUI/ComfyUI throughput, durations, models, backends

Parameters not published.

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Security checks

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Questions

About Inferwatch

How do I install Inferwatch?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Inferwatch safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Inferwatch still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.