AgentIndex icon
AgentIndex
openecon-data logo
openecon-data
★ 90
vs
atlas logo
atlas
★ 85

openecon-data vs atlas

openecon-data: OpenEcon Data is an MCP server that gives AI agents verified economic data from 10+ official sources via natural language queries. It parses plain English, routes to the best provider (FRED, World Bank, IMF, etc.), and returns interactive charts or structured data. It supports multi-country comparisons, conversational follow-ups, and self-hosting.; atlas: Atlas is an open-source local-first cognitive memory system that implements AGM-compliant belief revision on a property graph. It adds a propagation engine called Ripple that recomputes downstream beliefs when an upstream fact changes. The system runs entirely on your laptop and includes a hash-chained ledger, continuous ingestion from multiple sources, and API surfaces for integration.

01

TL;DR

openecon-data logo
openecon-dataVision / Multimodal · ★ 90

AI agent builders adding economic data capabilities

Read openecon-data full review →
atlas logo
atlasVision / Multimodal · ★ 85

Pricing change invalidates positioning: updating a program price triggers reassessment of all value claims that depended on the old price.

Read atlas full review →
02

Side-by-Side Comparison

Field
openecon-data logoopenecon-data
atlas logoatlas
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 90
★ 85
License
NOASSERTION
NOASSERTION
Install Command
curl -fsSL https://raw.githubusercontent.com/hanlulong/openecon-data/main/scripts/install.sh | bash
git clone https://github.com/RichSchefren/atlas && cd atlas && docker compose up -d && python3 -m venv .venv && source .venv/bin/activate && pip install -e ".[dev]"
Updated
1mo ago
3w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, data-visualization, economic-data
agm, ai-agents, anthropic
03

Features

openecon-data logoopenecon-data
01MCP Server for AI agents
02Natural language queries
03330K+ indicator discovery across 10+ sources
04Multi-country comparisons (G7, BRICS, etc.)
05Multi-format export (CSV, JSON, DTA, Python)
atlas logoatlas
01AGM-compliant belief revision (49/49 postulates verified)
02Ripple propagation engine for downstream belief reassessment
03Hash-chained SHA-256 ledger with tamper detection
04Continuous ingestion from 6 streams (Obsidian, Limitless, Screenpipe, etc.)
05MCP, HTTP, and gRPC API surfaces with adapters for agent runtimes
04

Use Cases

openecon-data logoopenecon-data
↳AI agent builders adding economic data capabilities
↳Economists and researchers quickly pulling data for papers
↳Policy analysts making cross-country comparisons
atlas logoatlas
↳Pricing change invalidates positioning: updating a program price triggers reassessment of all value claims that depended on the old price.
↳Partner or person status change: a team member leaving triggers confidence drops in decisions and commitments that depended on them.
↳Deadline slips: a milestone moving weeks later triggers re-evaluation of all downstream project beliefs and contradictions.
FAQ

FAQ

What is the difference between openecon-data and atlas?
Both openecon-data and atlas are in the Vision / Multimodal category. openecon-data has 90 stars, while atlas has 85 stars.
Which is better, openecon-data or atlas?
The best choice depends on your use case. Choose openecon-data if AI agent builders adding economic data capabilities, and atlas if Pricing change invalidates positioning: updating a program price triggers reassessment of all value claims that depended on the old price..
Is openecon-data free or open source?
Yes, openecon-data is open source on GitHub (NOASSERTION).
Is atlas free or open source?
Yes, atlas is open source on GitHub (NOASSERTION).
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