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Category Find a category Monitoring and observability 1805 Model and agent tools 122 Developer tools 117 DevOps and infrastructure 112 Security 110 Data warehouses and analytics 87 Project management 78 Finance and payments 70 Maps and location 64 Databases 59

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Listed in Official MCP Registry 444 npm 1212 PyPI 356 Docker 31 Hugging Face Spaces 0

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SnapDeploy io.github.somdip-2310/snapdeploy

Deploy and manage SnapDeploy apps from your AI assistant: builds, logs, env vars, add-ons, domains.

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DevOps and infrastructure Official MCP Registry · npm Local 38 a week MIT
ResearchTwin io.github.martinfrasch/researchtwin

Federated research discovery with S-Index metrics across a network of digital twins.

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Monitoring and observability Official MCP Registry · PyPI Local MIT
FoundRole — AI Job Search & Application Tracker MCP for Claude & ChatGPT io.github.foundrole/jobs-mcp-proxy

AI job search MCP — fact-checked jobs, application tracker, alerts. ChatGPT, Claude, Cursor.

100% up · 30 days

Jobs and HR Official MCP Registry · npm Local Remote 129 a week ISC
ParallelSandbox com.parallelsandbox/parallelsandbox

Remote Linux boxes for coding agents: Docker, a browser, screenshots, logs, human takeover.

100% up · 30 days

Browser automation Official MCP Registry · npm Local Remote 123 a week MIT
Kaminari Ad io.github.kaminari-ad/mcp

Real-device ad verification: malvertising and cloaking scans, AI policies, alerts, webhooks.

100% up · 30 days

Monitoring and observability Official MCP Registry · npm Local Remote 121 a week MIT
Fleet io.github.SimplyMinimal/fleet-mcp

An MCP server that provides tools for managing and monitoring your Fleet Device Management instance.

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Monitoring and observability Official MCP Registry · PyPI Local MIT
Appmetrica io.github.pavellunev/appmetrica-mcp

AppMetrica (Yandex) analytics: reports, funnels, segments, dashboards, logs export, push

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Data warehouses and analytics Official MCP Registry · npm Local 117 a week MIT
SigNoz MCP Server io.github.SigNoz/signoz-mcp-server

SigNoz MCP server: access metrics, traces, logs, alerts, and dashboards via AI assistants

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Monitoring and observability Official MCP Registry · Go modules Local APACHE-2.0
Vmanomaly io.github.VictoriaMetrics/mcp-vmanomaly

MCP Server for vmanomaly - VictoriaMetrics anomaly detection

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Monitoring and observability Official MCP Registry · Go modules Local APACHE-2.0
Orcalayer io.github.orcalayer/orcalayer-mcp

Polymarket smart-money analytics: whale leaderboard, wallet P&L, market consensus, live alerts

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Monitoring and observability Official MCP Registry · PyPI Local MIT
Argosvix com.argosvix/server

Observability MCP server: query LLM cost/errors/latency & operate alerts/evals from Claude/Cursor

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Monitoring and observability Official MCP Registry · npm Local 104 a week MIT
Tideways io.github.abuhamza/tideways-mcp-server

Read-only access to Tideways PHP performance monitoring: performance, issues, traces, history.

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Monitoring and observability Official MCP Registry · npm Local 104 a week MIT
Agentry.sh Observability io.github.fr33dr4g0n/agentry-observability

Canonical Agentry discovery for coding agents: analytics, errors, deploys, and automation.

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Coding agent tools Official MCP Registry · npm Local 102 a week MIT
J-Link MCP io.github.Klievan/jlink-mcp

Debug embedded firmware on real hardware: J-Link probes, Cortex-M faults, RTT logs, GDB.

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Developer tools Official MCP Registry · npm Local 98 a week MIT
Lumino MCP Server io.github.geored/lumino

AI-powered SRE observability for Kubernetes/OpenShift with 40+ Tekton debugging tools

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DevOps and infrastructure Official MCP Registry · PyPI Local APACHE-2.0
Env Secret Exposure Analyzer io.github.vola-trebla/env-secret-exposure-analyzer-mcp

Scans projects for secret exposure: leaked API keys, unprotected .env files, and secrets in logs.

Version check not run yet

Files and storage Official MCP Registry · npm Local 23 a week MIT
Langfuse com.pulsemcp/langfuse

MCP server for Langfuse LLM observability — trace and observation analysis.

Version check not run yet

Monitoring and observability Official MCP Registry · npm Local 85 a week MIT
National Parks io.github.cyanheads/national-parks-mcp-server

Plan US National Park Service trips — parks, alerts, campgrounds, things to do, events.

100% up · 30 days

Maps and location Official MCP Registry · npm Local Remote 85 a week APACHE-2.0
@maxhealth.tech/mcp-http io.github.max-health-inc/mcp-http

OAuth, CORS and observability layer for MCP HTTP servers on edge runtimes, built on @modelcontextprotocol/server

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Monitoring and observability npm Local MIT
@voiden/mcp io.github.voidenhq/voiden-voiden-mcp

Runs .void /tool blocks as a live MCP server — discovery, verification, health checks, graceful shutdown, optional public tunnel. The actual MCP server process, not a CLI action; the `voiden` CLI's `a

Version check not run yet

Monitoring and observability npm Local MIT

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