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Hwcontract io.github.MohibShaikh/hwcontract

Judge hardware timing/serial against a contract: pass/marginal/fail (WS2812, DShot, logs)

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Monitoring and observability Official MCP Registry Local
Quellgeist Logs io.github.Rajeev-Shyam/quellgeist-logs

Read-only MCP server: query_logs over a structured JSONL incident log (Quellgeist triage).

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Monitoring and observability Official MCP Registry Local
Quellgeist Metrics io.github.Rajeev-Shyam/quellgeist-metrics

Read-only MCP server: query_metrics over local metric time-series (Quellgeist triage).

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Monitoring and observability Official MCP Registry Local
Agent Observability io.github.RudrenduPaul/agent-observability

AI agent observability with deterministic record/replay for debugging agent failures.

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Monitoring and observability Official MCP Registry Local
Charlotte Area Transit (CATS) io.github.ajwann/queenscoach

CATS bus and light rail trip planning, live arrivals, timetables, routes, and service alerts

66.83% up · 30 days

Maps and location Official MCP Registry Local Remote
GoldenAnalysis io.github.benseverndev-oss/goldenanalysis

Read-only cross-cutting analysis, metrics, and reporting across the Golden Suite.

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Monitoring and observability Official MCP Registry Local
McuBuddy io.github.cunjun/mcubuddy

AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.

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Monitoring and observability Official MCP Registry Local
log-ai-compressor io.github.hu-chenyu/log-ai-compressor

Local log forensics: compress logs into citable evidence with root-cause confidence tiers.

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Monitoring and observability Official MCP Registry Local
Log Pii Telemetry Lint io.github.jmshinhwa/log-pii-telemetry-lint

22 rules that name the lines where a Node or TypeScript service writes personal data into logs, cras

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Developer tools Official MCP Registry Local
Nis2 Incident Runbook Lint io.github.jmshinhwa/nis2-incident-runbook-lint

Reads your incident-response runbook and says which of the three Article 23 clocks it gets wrong

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Monitoring and observability Official MCP Registry Local
Otel Collector Drift Lint io.github.jmshinhwa/otel-collector-drift-lint

Finds the removed components and renamed attributes in an OpenTelemetry Collector config before the

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Developer tools Official MCP Registry Local
Sentinel DV io.github.kiranreddi/sentinel-dv

MCP tools for UVM/cocotb logs, coverage, regressions, and waveform triage.

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Monitoring and observability Official MCP Registry Local
Context Engine io.github.melonelish/context-engine

Compress logs, retrieval chunks, and code context into structured LLM-ready signal.

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Monitoring and observability Official MCP Registry Local
GPU Server io.github.moezdil/mcp-gpu-server

MCP server for GPU monitoring: nvidia-smi, VRAM, utilization, temperature

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Monitoring and observability Official MCP Registry Local
TSUNAGI///Matrix — MAPPING io.github.mushitaro/matrix-tsunagi-mapping

BMW E46 M3 DME and SMG II: VE and rf_korr from Testo logs, decode SMG calibrations. Local.

100% up · 30 days

Communication and chat Official MCP Registry Local Remote
Ditto io.github.ohad6k/ditto

Mine your local AI coding session logs into a profile your agent loads before every task.

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Monitoring and observability Official MCP Registry Local
Emulo io.github.ohad6k/emulo

Mine your AI coding session logs into a you.md profile with dated receipts, for an agent to read.

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Monitoring and observability Official MCP Registry Local
Scherlok io.github.rbmuller/scherlok

Zero-config data-quality monitoring: profile a warehouse, detect anomalies, gate CI.

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Data warehouses and analytics Official MCP Registry Local
Torus io.github.sekhar14/torus

Stock research memory for Claude: theses, sourced claims and SEC filing alerts in a local graph

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Monitoring and observability Official MCP Registry Local
EveryAILaw io.github.snapsynapse/every-ai-law

AI law obligations, evidence, deadlines, saved profiles, audit trails, and signed change alerts.

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Legal and compliance Official MCP Registry Local

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