# Datris

> Use this tool when you need to integrate AI agents with data pipelines, automate data processing, and perform advanced data analysis. Datris solves problems related to data management, quality validation, and semantic searching, allowing agents to register and trigger pipelines, upload files, and query databases. It accepts various data inputs and outputs, including files, pipeline configurations, and database queries, making it ideal for use cases that require flexible and scalable data processing.

Canonical page: https://skillsregistry.net/skills/datris  
JSON: https://api.skillsregistry.net/v1/skills/datris

## Description

Datris is a self-hosted, open-source data platform that enables AI agents to operate data pipelines through native MCP integration. Agents can register pipelines, upload files, trigger processing, monitor jobs, profile data, run semantic searches across five vector databases (Qdrant, Weaviate, Milvus, Chroma, pgvector), and query PostgreSQL and MongoDB. The platform supports configuration-driven pipelines with AI-powered data quality validation, natural language transformations, and a full RAG pipeline for document extraction, chunking, embedding, and retrieval.

## Trust

- **Trust score (0–1):** 0.50
- **Verification tier:** unverified

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-05-15

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/datris)
- **Repository:** <https://github.com/datris/datris-platform-oss/tree/HEAD/mcp-server>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "datris"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/datris` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/datris/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt