AgentIndex icon
AgentIndex
openecon-data logo
openecon-data
★ 90
vs
mcp-raganything logo
mcp-raganything
★ 15

openecon-data vs mcp-raganything

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.; mcp-raganything: A multi-modal RAG service that exposes a REST API and MCP server for document indexing and knowledge-base querying. It uses RAGAnything/LightRAG for indexing and retrieval, MinIO for object storage, and PostgreSQL for the knowledge graph. Each project is isolated by its own working directory.

01

TL;DR

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

AI agent builders adding economic data capabilities

Read openecon-data full review →
mcp-raganything logo
mcp-raganythingVision / Multimodal · ★ 15

Index and query documents for knowledge base Q&A

Read mcp-raganything full review →
02

Side-by-Side Comparison

Field
openecon-data logoopenecon-data
mcp-raganything logomcp-raganything
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 90
★ 15
License
NOASSERTION
—
Install Command
curl -fsSL https://raw.githubusercontent.com/hanlulong/openecon-data/main/scripts/install.sh | bash
uv sync && docker compose up -d postgres && cp .env.example .env && uv run python src/main.py
Updated
1mo ago
2mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
ai, data-visualization, economic-data
agents, ai, docling
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)
mcp-raganything logomcp-raganything
01REST API and MCP Server
02Multi-modal RAG with BM25, vector, and hybrid search
03Supports 91 document formats via Kreuzberg
04PostgreSQL-backed knowledge graph with pgvector and BM25
05File browsing and reading from MinIO without indexing
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
mcp-raganything logomcp-raganything
↳Index and query documents for knowledge base Q&A
↳Browse and read files from object storage
↳Multi-modal search including text and images
FAQ

FAQ

What is the difference between openecon-data and mcp-raganything?
Both openecon-data and mcp-raganything are in the Vision / Multimodal category. openecon-data has 90 stars, while mcp-raganything has 15 stars.
Which is better, openecon-data or mcp-raganything?
The best choice depends on your use case. Choose openecon-data if AI agent builders adding economic data capabilities, and mcp-raganything if Index and query documents for knowledge base Q&A.
Is openecon-data free or open source?
Yes, openecon-data is open source on GitHub (NOASSERTION).
Is mcp-raganything free or open source?
Yes, mcp-raganything is open source on GitHub.
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