awesome-agentic-data-platforms
github.com/smbanaie/awesome-agentic-data-platforms ↗A curated collection of frameworks, tools, papers, standards, and skills for building agentic data platforms and empowering data engineering teams to use AI agents across the data lifecycle.
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me tool calling standards resources from awesome-agentic-data-platforms"
Installation instructions →What's inside
📊 Observability & Tracing for Agent Workflows
- AgentOps
Agent analytics
- Dagster UI
Agent-triggered asset visibility
- Langfuse
LLM/agent observability
- LangSmith
LLM/agent observability
- Temporal UI
Agent-workflow visibility
🤖 Agent Frameworks
📚 Catalog & Metadata for Agents
- Amundsen
Data discovery
- Apache Atlas
Governance & metadata
- DataHub
Metadata platform
- Marquez
Lineage & metadata
- OpenMetadata
Operational catalog + native MCP server — "The Open Context Layer for Data and AI"
🔌 Agent-Data Interfaces (MCP, Tools, Protocols)
- Anthropic Tool UseTool Calling Standards
Structured tool calling
- ClickHouse/mcp-clickhouseData-Specific MCP Servers (Community & Official)
ClickHouse
- hashicorp/vault-mcp-serverData-Specific MCP Servers (Community & Official)
HashiCorp Vault
- JSON Schema for ToolsTool Calling Standards
Tool parameter validation
- MCP ServersModel Context Protocol (MCP)
Official reference implementations — currently Everything, Fetch, Filesystem, Git, Memory, Sequential Thinking, Time. Earlier reference servers for specific databases (SQLite, Postgres, etc.) have been archived or superseded by vendor-maintained servers; check the repo for the current list before relying on a specific name.
- MCP SpecificationModel Context Protocol (MCP)
Official MCP spec — tools, resources, prompts
📐 Standards & Specifications
- Apache Arrow
Apache
- Apache Iceberg
Apache
- Apache Ossie (incubating)
Apache (formerly the "Open Semantic Interchange"/OSI industry initiative)
- Model Context Protocol (MCP)
Linux Foundation Agentic AI Foundation (created by Anthropic)
- OpenLineage
Linux Foundation
- OpenTelemetry (OTel)
CNCF
🌐 Communities & Learning Resources
- Apache Iceberg Deep DiveLearning Resources
Documentation
- Building LLM Agents (HuggingFace)Learning Resources
Course
- Dagster UniversityLearning Resources
Course
- MCP Specification WalkthroughLearning Resources
Guide
- Open Data Contract Standard DocsLearning Resources
Documentation
- Temporal Python SDK TutorialLearning Resources
Tutorial
🛡️ Governance, Safety & Guardrails
- CedarAccess Control & Policy
Fine-grained, policy-as-code auth
- HashiCorp VaultAccess Control & Policy
JIT credentials
- KeycloakAccess Control & Policy
Identity & roles
- Lakekeeper RBACAccess Control & Policy
Data access (Iceberg)
- OPA (Open Policy Agent)Access Control & Policy
Unified authorization via Rego policy-as-code
Showing a sample of 57 resources. View the full list on GitHub →