Get unlimited infrastructure observability context via MCP

Cross-platform telemetry insight for your infrastructure

Building upon ground-truth metric semantics for OpenTelemetry, Prometheus, and other telemetry interfaces, Schema.ai also gives your MCP client structured understanding of how infra components interact with each other so you can take well-informed action in any AI observability assistant.

MongoDB
Database
DatadogDynatraceOpentelemetryPrometheusN
Apache Kafka
Message queue
DatadogDynatracePrometheusNOpentelemetry
AWS RDS
Database
CloudwatchDynatraceDatadogOpentelemetryPrometheus
Cloudflare
Edge/CDN
DatadogPrometheusDynatraceOpentelemetryN
Databricks
Data platform
NDatadogPrometheusOpentelemetryDynatrace
Snowflake
Data platform
DatadogNOpentelemetryDynatracePrometheus
AWS Lambda
Serverless
CloudwatchDynatraceDatadogOpentelemetryPrometheus
MySQL
Database
DatadogPrometheusOpentelemetryDynatrace
Elasticsearch
Search/Analytics
DatadogPrometheusDynatraceOpentelemetry
PostgreSQL
Database
DatadogNPrometheusOpentelemetry
Redis
Cache
DatadogNPrometheusOpentelemetry
CockroachDB
Database
NDatadogPrometheusOpentelemetry
Anthropic
Other
NOpentelemetryDatadogDynatrace
Supabase
Database
NDatadogPrometheus
Vercel
Edge/CDN
OpentelemetryDatadogN
Cassandra
Database
NDatadogOpentelemetry
DataHub
Data engineering
NPrometheusOpentelemetry
GCP Cloud Run
Serverless
OpentelemetryDatadogN
Microsoft SQL Server
Database
NDatadogOpentelemetry
Google Cloud SQL
Database
NDatadogOpentelemetry
Amazon DynamoDB
Database
DatadogOpentelemetryCloudwatch
Neo4j
Database
NDatadogOpentelemetry
LangChain
LLM Ops
Opentelemetry
Arista EOS
Networking
Azure Active Directory
Identity/Auth
Azure AKS
Container/K8s
Azure Functions
Serverless
Azure Monitor
Cloud platform
Azure SQL Database
Database
Cast.ai
Orchestration
Apache Airflow
Orchestration
Netlify
Edge/CDN
OpenAI
Other
Chroma
Vector database
Akamai
Edge/CDN
Cloudflare Workers
Edge/CDN
Cohesity
Storage
Google Cloud Run
Serverless
Google Cloud Monitoring
Cloud platform
Confluent Platform
Message queue
CrowdStrike Falcon
Security
Envoy Proxy
Web/Proxy
Couchbase
Database
F5 BIG-IP
Web/Proxy
Fastly
Edge/CDN
Fortinet
Security
GitHub Actions
CI/CD
GitLab CI
CI/CD
CoreDNS
Networking
Cloud Custodian
Policy/Governance
etcd
Distributed computing
Weaviate
Vector database
dbt
Data engineering
Airflow
Orchestration
LangGraph
Orchestration
CrewAI
Orchestration
Prometheus
Observability
Grafana
Observability
Jaeger
Observability
Kubernetes
Container/K8s
Terraform
IaC
Ray
Distributed computing
Arize Phoenix
LLM Ops
ClickHouse
Database
Apache Spark
Data platform
Apache Flink
Data platform
Apache Pulsar
Message queue
Apache HTTP Server
Web/Proxy
Traefik
Web/Proxy
AgentOps.ai
LLM Ops
Dynatrace
Observability
Apache Tomcat
Web/Proxy
Cilium
Networking
Apache Solr
Search/Analytics
ArgoCD
CI/CD
Ansible
IaC
Docker
Container/K8s
Envoy
Service mesh
OPA
Policy/Governance
Apache ZooKeeper
Orchestration
Ceph
Storage
Auth0
Identity/Auth
AWS CloudWatch
Cloud platform
CrowdStrike
Security
NetApp
Storage
Google GKE
Container/K8s
Harness
CI/CD
InfluxDB
Database
Milvus
Vector database
HAProxy
Web/Proxy
Istio
Service mesh
HashiCorp Consul
Service mesh
Jenkins
CI/CD
HashiCorp Vault
Security
HashiCorp Boundary
Security
Hadoop HDFS
Storage
Kubecost
Observability
Guardrails AI
Policy/Governance
IIS
Web/Proxy
Jira
ITSM
Oracle Database
Database
Pure Storage
Storage
NGINX
Web/Proxy
Presto
Data platform
Qdrant
Vector database
OpenStack
Virtualization
OpenSearch
Search/Analytics