AgentIndex icon
AgentIndex
authprobe logo
authprobe
★ 16
vs
openecon-data logo
openecon-data
★ 90

authprobe vs openecon-data

authprobe: `authprobe` is a diagnostic tool designed to pinpoint and troubleshoot failures in the Model Context Protocol (MCP) OAuth authentication flows. It scans the discovery process, identifies divergences from specifications, and provides detailed reports including RFC-based explanations and network traces to help resolve compliance issues.; 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.

01

TL;DR

authprobe logo
authprobeVision / Multimodal · ★ 16

Validating OAuth discovery and protected-resource metadata behavior for MCP server authors.

Read authprobe full review →
openecon-data logo
openecon-dataVision / Multimodal · ★ 90

AI agent builders adding economic data capabilities

Read openecon-data full review →
02

Side-by-Side Comparison

Field
authprobe logoauthprobe
openecon-data logoopenecon-data
Category
Vision / Multimodal
Vision / Multimodal
Stars
★ 16
★ 90
License
Apache-2.0
NOASSERTION
Install Command
curl -fsSL https://raw.githubusercontent.com/authprobe/authprobe/main/scripts/install.sh | sh
curl -fsSL https://raw.githubusercontent.com/hanlulong/openecon-data/main/scripts/install.sh | bash
Updated
5mo ago
1mo ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
OAuth Diagnostics, MCP Protocol, API Security Testing
ai, data-visualization, economic-data
03

Features

authprobe logoauthprobe
01Pinpoints MCP OAuth failures by walking the discovery flow and reporting divergences from spec.
02Provides a "funnel view" output to visualize where issues broke in the authentication chain.
03Offers RFC-based explanations and detailed network traces for failed probe steps.
04Supports LLM-powered explanations of RFC compliance gaps, with options for OpenAI or Anthropic.
05Generates comprehensive outputs like Markdown, JSON reports, and sanitized evidence bundles for troubleshooting.
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)
04

Use Cases

authprobe logoauthprobe
↳Validating OAuth discovery and protected-resource metadata behavior for MCP server authors.
↳Debugging where auth flows diverge from RFC 9728 / RFC 8414 for MCP client implementers.
↳Triaging auth regressions in CI before rollout for platform, security, and infra teams.
↳Generating reproducible evidence bundles for handoff across organizational boundaries for API teams.
↳Setting up recurring protection and regression tripwires in CI/CD pipelines (e.g., GitHub Actions).
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
FAQ

FAQ

What is the difference between authprobe and openecon-data?
Both authprobe and openecon-data are in the Vision / Multimodal category. authprobe has 16 stars, while openecon-data has 90 stars.
Which is better, authprobe or openecon-data?
The best choice depends on your use case. Choose authprobe if Validating OAuth discovery and protected-resource metadata behavior for MCP server authors., and openecon-data if AI agent builders adding economic data capabilities.
Is authprobe free or open source?
Yes, authprobe is open source on GitHub (Apache-2.0).
Is openecon-data free or open source?
Yes, openecon-data is open source on GitHub (NOASSERTION).
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Related

Alternatives to authprobe →Alternatives to openecon-data →authprobe details →openecon-data details →