MCP servers and skills: search, filter by where they run, and compare.
1–24 of 202 tools for “data-observability”
Clear allPremium agentic endpoint for data-observability-mcp.
Hosted by authorNo licenseFew starsNo key
SQL data health analyzer and pipeline observability evaluator.
Hosted by authorNo licenseFew starsNo key
The Open Context Layer for Data and AI , OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.
SkillApache-2.0★ 15kNo key
Official Monte Carlo toolkit for AI coding agents. Skills and plugins that bring data and agent observability — monitoring, triaging, troubleshooting, health checks — into Claude Code, Cursor, and mor
SkillApache-2.0★ 94No key
The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.
SkillMIT★ 622No key
Open-source agent skills for debugging and optimizing Apache Spark workloads
SkillApache-2.0★ 54No key
A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.
PythonMIT★ 11No key
AI skills and MCP server for AnomalyArmor data observability
PythonMIT★ 1Few starsNeeds a key
Find, explain, and safely fix bad data. Local-first data quality for files, databases, CI pipelines, and AI agents.
PythonApache-2.0★ 2Few starsNo key
Production-grade Agent Skills for data engineering AI agents: 73 workflows, platform presets, safe backfill/replay, Kafka & Spark reliability, MCP observability, and VS Code/JetBrains installers.
SkillMIT★ 56No key
Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
OfficialSkillMIT★ 40k in collectionNo key
Instrument a webapp to send useful telemetry data to Azure App Insights
OfficialSkillMIT★ 40k in collectionNo key
Find an eve Agent Run from a run ID, project, request reference, or approximate time using authorized evidence available to the consumer.
OfficialSkillApache-2.0★ 5.6k in collectionNo key
OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.
OfficialSkillApache-2.0★ 40k in collectionNo key
Diagnoses Qdrant production issues using metrics and observability tools. Use when someone reports 'optimizer stuck', 'indexing too slow', 'memory too high', 'OOM crash', 'queries are slow', 'latency
OfficialSkillMIT★ 40k in collectionNo key
Provides data-retrieval best practices, tool selection guidance, and performant SQL query syntax for BigQuery telemetry across INFORMATION_SCHEMA, Cloud Monitoring, and the REST API. Use when the tele
OfficialSkillApache-2.0★ 21k in collectionNo key
Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. Use when configuring GKE monitoring, setting up GKE logging, or configuring Prometheus metrics collecti
OfficialSkillApache-2.0★ 21k in collectionNo key
Investigates Google Cloud networking issues by analyzing GCP logs, metrics, and diagnostics. Use when investigating dropped network traffic, packet drops, drop reasons, VPC Flow Logs (including Privat
OfficialSkillApache-2.0★ 21k in collectionNo key
Assists in provisioning instances/tables, designing performant schemas, and querying data in Bigtable. Use when designing Bigtable row keys, configuring column families, writing SQL queries or client
OfficialSkillApache-2.0★ 21k in collectionNo key
Use for Vercel cost and performance optimization on deployed projects, especially Next.js, SvelteKit, Nuxt, and limited Astro apps. Collect Vercel metrics, usage, project config, and code scan results
OfficialSkillMIT★ 32k in collectionNo key
The fastest path to AI-powered full stack observability, even for lean teams.
SkillGPL-3.0★ 81kNo key
:hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – c
OfficialMCPLink only★ 40k
Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS
OfficialSkillApache-2.0★ 2.9kNo key
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