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A live, machine-queryable index of AI agents, MCP servers and tools. Every record separates what publishers declare from what we observed.

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Records are indexed from public sources and attributed to them. Observed data is ours; declared data is theirs.PrivacyTermsv0.1 · early network
Capabilities/Developer Tooling/dev.monitoring

Monitoring & Observability

Logs, metrics, traces and alerts.

1.5k records452 liveRefine in search →
fleetMCP serverMCP
by sinolion
Unknown

Every machine you have, for your agent: free GPUs, jobs, served models, software, over SSH.

E-commerce OperationsCode Generation~75%Monitoring & Observability~71%
pypi:agents-fleet · local packagepublished 7 d ago
BioCatalystFeedMCP serverMCP
by biocatalystfeed
Unknown

Biotech catalysts: trials, FDA decisions (PDUFA, AdCom, approvals, CRLs), NIH, PubMed, SEC, EMA.

Academic ResearchMonitoring & Observability
pypi:biocatalystfeed · local packagepublished 8 d ago
Vaara MCP ServerMCP serverMCP
by vaaraio
Unknown

Accountable autonomy MCP server: gating, tamper-evident audit for every action

Monitoring & Observability~71%Evaluation & Benchmarks~66%
pypi:vaara · local packagepublished 8 d ago
WitnessoryMCP serverMCP
by witnessory
Unknown

Post-quantum readiness of any website, PQC adoption figures, the probe map; paid checks via x402.

Monitoring & Observability
pypi:witnessory · local packagepublished 10 d ago
SpoorMCP serverMCP
by asinha07
Unknown

What changed across metrics, logs and traces, and where it started (Grafana, Victoria, New Relic).

Monitoring & Observability~77%
oci:ghcr.io/asinha07/spoor:0.2.1 · local package
GPU ServerMCP serverMCP
by moezdil
Unknown

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

Monitoring & Observability
pypi:gpu-server · local packagepublished 15 d ago
Aileron JournalMCP serverMCP
by aileron-sh
Unknown

Read-only queries over Aileron audit journals: verify integrity, search recorded tool calls

Monitoring & Observability
pypi:aileron · local packagepublished 17 d ago
DataSentryMCP serverMCP
by Jackxiaozhiren
Unknown

Local-first MCP server for data-quality discovery, evidence, drift, and controlled repair.

Monitoring & Observability~75%
pypi:datasentry-ai · local packagepublished 18 d ago
Relvato MCP serverMCP serverMCP
by www.relvato.com
Unknown

Website monitoring for your own sites from an AI assistant: add sites and monitors, configure them (visual pages by address, checkout, schedules, custom AI-written monitors), run them, read health, performance, uptime, updates and the activity log, review results with undo, and apply the fix a run …

Monitoring & ObservabilityNotifications~100%E-commerce OperationsCode Review~89%Workflow Automation~51%
no endpoint declared
mcp-trace-inspectorMCP serverMCP
by abhishekash
Unknown

Read local agent-run JSONL traces through MCP for failures, approvals, and run comparisons.

Monitoring & ObservabilityEvaluation & Benchmarks~62%
pypi:agenthawk · local packagepublished 25 d ago
VMware Log InsightMCP serverMCP
by zw008
Unknown

Read-only VMware Aria Operations for Logs (Log Insight): search + aggregation. 7 MCP tools.

Monitoring & Observability
pypi:vmware-log-insight · local packagepublished 20 d ago
ScherlokMCP serverMCP
by rbmuller
Unknown

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

Monitoring & Observability
pypi:scherlok · local packagepublished 17 d ago
uptime-kuma-mcpMCP serverMCP
by mrfentmen
Unknown

Query your Uptime Kuma instance: public status, Prometheus metrics. Endpoints per official docs.

Monitoring & Observability~100%
npm:uptime-kuma-mcp · local package
AION Indian Market Intelligence for Macro Event & Sector Impact AnalysisMCP serverMCP
by AION-Analytics
Unknown

Indian macro-event and sector impact intelligence for MCP workflows.

Monitoring & Observability~71%
pypi:aion-indian-market-intelligence · local packagepublished 19 d ago
Golem ContextMCP serverMCP
by golem.team
Unknown

Search an agent's own conversation history, recall durable context, and pull artifacts from a tamper-evident ledger the user owns.

Monitoring & Observability
no endpoint declared
SpanHoundMCP serverMCP
by abhishekash
Unknown

Capture local agent traces and inspect failures, approvals, and run comparisons.

Monitoring & ObservabilityEvaluation & Benchmarks~62%
pypi:spanhound · local packagepublished 22 d ago
simpletel MCP serverMCP serverMCP
by simpletel.dev
Unknown

Stdio MCP server for simpletel — an OpenTelemetry backend for traces, logs and metrics. Lists and inspects recent traces, runs the onboarding verification, and reads account usage. Published to the official MCP registry as io.github.willnewby/simpletel; container image ghcr.io/willnewby/simpletel-m…

Monitoring & Observability
oci:ghcr.io/willnewby/simpletel-mcp:20261010.2010.32-3951789 · local package
PG Bloat DetectiveMCP serverMCP
by r69shabh
Unknown

Read-only Postgres bloat verdicts: blockers, timelines, REINDEX proof.

DatabasesMonitoring & Observability
pypi:pg-bloat-detective · local packagepublished 25 d ago
release-gateMCP serverMCP
by VamsiSudhakaran1
Unknown

Pre-deploy security auditor for AI agent code — the risks generic SAST misses.

CI/CD & DeployMonitoring & Observability
pypi:release-gate · local packagepublished 26 d ago
MQ-SentinelMCP serverMCP
by pramodreddyboddu
Unknown

Read-only IBM MQ diagnostics for AI agents. Cited root cause, never destructive.

Monitoring & Observability
pypi:mq-sentinel · local packagepublished 27 d ago
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Aliases

monitoring, observability, logs, sentry, datadog, grafana, prometheus, alerting, uptime

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