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datacharter/datacharter

by Various

Your data, explored locally — and your AI agents kept on a leash. A federated data explorer with governed agentic access.

MCP

datacharter/datacharter

Added 3 Sept 2026

#data-catalog #data-contracts #data-engineering #data-exploration #data-governance #duckdb #local-first #mcp

Overview

A federated data explorer that runs locally and provides governed agentic access for AI agents. Built in Python, it lets you explore data across sources while keeping agent actions constrained.

Best for

Best for
Python developers who want local, governed data access for AI agents.

Use cases

  • Explore data locally across federated sources
  • Give AI agents governed, constrained access to datasets
  • Keep sensitive data on-premises while enabling agent queries

How to use

Install

uvx datacharter serve          # needs

Tested with

Claude Code, Cursor, Cline, ChatGPT

Notes

A federated data explorer that runs locally and provides governed agentic access for AI agents. Built in Python, it lets you explore data across sources while keeping agent actions constrained.

12 stars on GitHub. Last updated 2026-09-02. Licensed Apache-2.0.

Use cases

  • Explore data locally across federated sources
  • Give AI agents governed, constrained access to datasets
  • Keep sensitive data on-premises while enabling agent queries

Pros

  • Local execution keeps data on your own machine
  • Federated design supports multiple data sources
  • Governed access helps control what agents can do

Cons

  • Very few stars, indicating limited adoption
  • Python-only implementation may not fit all stacks
  • Governance features are not described in detail

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.

Pros

  • Local execution keeps data on your own machine
  • Federated design supports multiple data sources
  • Governed access helps control what agents can do

Cons

  • Very few stars, indicating limited adoption
  • Python-only implementation may not fit all stacks
  • Governance features are not described in detail
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