ZBS Index What actually exists in applied AI, with the source next to it

mcp server

andon

Deterministic verification for AI-generated analysis: run a spec, inspect or diff a workbook

Description as published by the maintainer. Source

  • version 0.6.0
  • active

active — Most recent push to the repository was 2026-08-04.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 1 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-08-04 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 0 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 0.6.0 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-18 When the registry record was last updated by its maintainer. point in time Model Context Protocol
License MIT Licence GitHub detected in the repository. Detection can be wrong; the LICENSE file is authoritative. as of fetch GitHub
First listed in the MCP Registry 2026-07-18 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub

Where to get it

Related, by what their authors tagged them

  • io.github.helloo1568/sheetspec — shares data-quality, excel, openpyxl
    Contract testing and quality gates for spreadsheets created by AI agents.
  • GoldenCheck — archived, last commit 2026-05-01, shares cli, data-quality, data-validation
    Auto-discover validation rules from data — scan, profile, health-score. No rules to write.
  • io.github.Creed-Space/mettle-mcp — last commit 2026-07-23, shares ai-verification
    Inverse Turing test — let an AI agent verify its own substrate and earn a credential.
  • argot — last commit 2026-08-03, shares cli, pre-commit
    Read-only context and complete checks against patterns learned from git history. Local; no LLM.
  • Unwritten — last commit 2026-08-01, shares pre-commit
    Catches files and C# members you forgot to change, learned from your repo's git history
  • Draugr — last commit 2026-08-06, shares cli, github-action
    Security scanning for AI agents: SAST, SCA, secrets, IaC, DAST, ranked by real risk.
  • Grasp — Code Architecture & Dependency Analysis — last commit 2026-07-17, shares github-action
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  • io.github.asklokesh/loki-mode — last commit 2026-08-06, shares github-action
    Autonomous spec-to-product coding-agent CLI with an MCP server exposing 34 tools over stdio.
  • io.github.eltociear/skill-audit-mcp — last commit 2026-08-02, shares github-action
    Scan agent skills and MCP servers for malicious patterns before you load them
  • io.github.Aimino-Tech/office-oxide-mcp — last commit 2026-06-16, shares excel
    Rust-native MCP server for Office document processing

These share tags the maintainers applied themselves, such as data-quality, excel, openpyxl, cli. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

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How the author describes it

Topics the maintainer set on GitHub: ai-agents, ai-verification, claude, claude-code, claude-skill, cli, data-quality, data-validation, excel, github-action, mcp, mcp-server, model-context-protocol, openpyxl, pre-commit, python, reconciliation, report-validation, verification.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. gulmezeren2-byte/andon on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.