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ErrLookup

standardbeagle.com·Infrastructure

ErrLookup maintains a structured dataset of user-facing errors from popular open-source libraries including exact messages, root causes, ordered fixes, and defensive coding patterns. It provides this knowledge through a local-first MCP server for AI agents and a searchable web interface. The dataset is generated through AI-assisted analysis of library source code pinned to specific commits.

FreeWebSelf-hostedCLIAPI
EErrLookup preview
Visit standardbeagle.com↗

Overview

5 features

In the Developer Tools space, ErrLookup takes a focused approach. Helping developers and AI coding agents quickly understand and resolve error messages from open-source libraries. ErrLookup is an open-source project aimed at developers and AI coding agents. ErrLookup costs nothing to use. It ships for the web, the command line, and API, and it can be self-hosted.

It is developed by Standard Beagle, and it first shipped in 2026. Among its 5 catalogued features are error explanations, fix recommendations, and library analysis. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

  • ✓Error explanations
  • ✓Fix recommendations
  • ✓Library analysis
  • ✓MCP server
  • ✓Offline dataset
Tags
error-lookupmcp-serverlibrary-analysisdebugging-tool

Built with & integrations

Framework
Astro
Hosting
Cloudflare
Connectors
MCP
Runs on
BrowserSelf-hostedCLIAPI-only
Detected from
Astro
/_astro/ in the HTML
Cloudflare
cf-ray header

Trust & compliance

Verified signals
✓HTTPS✓Free tier✓GitHub

Indexing history

1

What PulseGate has recorded for this listing

  1. Indexed1 Aug · 17:05 UTC
    Show HN: An MCP server that knows what that error message means verified against its public source
    Source: PulseGate · Open ↗

Frequently asked questions about ErrLookup

What is ErrLookup?
Helping developers and AI coding agents quickly understand and resolve error messages from open-source libraries. It is catalogued under Developer Tools on PulseGate.
Who should use ErrLookup?
ErrLookup is an open-source project built for developers and AI coding agents.
Is ErrLookup free?
Yes — ErrLookup is free to use.
What platforms does ErrLookup run on?
ErrLookup runs on the web, the command line, and API. It can also be self-hosted.
Is ErrLookup still maintained?
Unverified. ErrLookup has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What are alternatives to ErrLookup?
Similar projects tracked by PulseGate include EfficiencyNext Data Connector, CKB, and GITVERSE.EfficiencyNext Data ConnectorCKBGITVERSE
Who makes ErrLookup?
ErrLookup is developed by Standard Beagle.
How long has ErrLookup been around?
ErrLookup first shipped in 2026.

At a glance

Platforms
Web
Languages
English
Open source
Yes (GitHub)
First seen
1 Aug 2026
Built for
Developers and AI coding agents
Model
Open source
Solves
Helping developers and AI coding agents quickly understand and resolve error messages from open-source libraries.

Registered as

GitHub
standardbeagle/err-lookup

Developer

Standard Beagle
↗ GitHub

Open source

View on GitHub →

Live coverage

Identity confidence
Medium · 72.8
Indexed
1 Aug 2026
Lifecycle
Alive
First seen
Aug 2026
Last seen
1 Aug 2026
Identity audit (13)
Slug
show-hn-an-mcp-server-that-knows-what-that-error-me-standardbeagle-com
Lifecycle state recorded
1 Aug 2026
Verification state
Indexed for public listing
Listing state
Listed: yes
Index status
Included in index
Latest evidence snapshot
1 Aug 2026
Timeline basis
Indexed-at chronology (no inferred launch/funding milestones).
Name from
Derived from the project's own page and URL.
Category from
Assigned by a language model.
Summary from
Written by a language model from public pages.
Languages from
Detected by a language model, checked against the page's own declaration.
Last updated
4 Aug 2026
Canonical URL
https://errors.standardbeagle.com/

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Also in Developer Tools

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  • AGagentskm-toolkitpypi.org