MCP Servers 117

Data observability tools for engineering teams: alerts, freshness, schema drift, lineage, quality.

Playwright Trace Decoder

io.github.vola-trebla/playwright-trace-decoder-mcp

B✓Verified

MCP server for unpacking and analyzing Playwright trace.zip archives

Runtime authority for AI agents: credential mediation, spend cap, approval gates, audit log.

Voris privacy-native web analytics for AI agents: query metrics & citations, scaffold tracking.

Inspect and manage Verlon AI gates, logs, recommendations, and experiments from any MCP client.

SaaS Alerts

io.github.wyre-technology/saas-alerts-mcp

B✓Verified

MCP server for Kaseya SaaS Alerts — SaaS security monitoring for M365 & Google Workspace.

Find a company active Facebook and Instagram ads through the Meta Ad Library API.

Resolve a company domain to its X handle, profile URL and follower metrics.

VMware Log Insight

io.github.zw008/vmware-log-insight

B✓Verified

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

Drive ASMHunter attack-surface monitoring from an AI agent: recon, scans, findings, reports.

Render HTML, URLs, and templates to PDF.

Drive Instavar Studio video jobs (create, render, approve, publish, metrics) with an API key.

Agent Observability

io.github.RudrenduPaul/agent-observability

A✓Verified

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

Design, mock, test, document and monitor your APIs from one living OpenAPI spec.

Live iOS Simulator and browser screenshots, logs, and a personal MCP hub for AI coding agents.

Startup Finance Metrics

io.github.MayankTalwar0/startup-finance-metrics

B✓Verified

An MCP server for analyzing startup financial health and generating metrics reports locally.

Observability AIops

io.github.AIops-tools/observability-aiops

A✓Verified

Governed Prometheus + Grafana ops: PromQL, alerts, dashboards, RCA; 39 tools.

Observability

io.github.infoinlet-marketplace/mcp-observability

C✓Verified

Observability for incident agents — query Loki (LogQL), Prometheus (PromQL), Elasticsearch.

Ctc Monitor

io.github.danielctc/ctc-monitor-mcp

B✓Verified

Global tech news from 500+ sources — China, SEA, India, MENA, Africa, LatAm, Europe.

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

Agent Observability

io.github.blueskylineassets/agent-observability

D✓Verified

Agent observability: structured logging, cost tracking, and compliance audit trails

Web scraping, inference, DNS, monitoring from residential IPs — pay per request in USDC

Tamper-evident audit logs for AI agents: submit, fetch, and verify cryptographic proof bundles.

Every number in an AI answer traces back to the rows that produced it.