agentic-community/mcp-gateway-registry · .claude/skills/search-benchmark/SKILL.md

search-benchmark skillA

search-benchmark is agent-read markdown (skill) from agentic-community/mcp-gateway-registry: Generate a search quality benchmark for the AI Registry. Generates ground truth from the registry's assets, runs 100+ queries against the semantic search API, evaluates results using NDCG@10/MRR/Recall, and produces a markdown report. Use when you want to measure search quality after changes to the scoring algorithm, embedding model, or indexed content..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add agentic-community/mcp-gateway-registry/search-benchmark@v1.0
Exact content
mdr add agentic-community/mcp-gateway-registry/search-benchmark@sha256:b8fc3196d7aff1f0

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hnhnxbnlp2xkdbcc.svg)](https://markdownregistry.com/a/art_hnhnxbnlp2xkdbcc)

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Versions

versioncommittedcommitsizeaudit
v1.0 latest2026-06-01 c0c5e3c 7,656 BA view · diff
v1.02026-06-01 061c918 5,519 BA view · diff
v1.02026-06-01 06ae150 5,274 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (7656 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

agentic-community/mcp-gateway-registry · 932 stars · license Apache-2.0 · pushed 2026-09-18 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hnhnxbnlp2xkdbcc
GET https://markdownregistry.com/api/v1/resolve?ref=agentic-community/mcp-gateway-registry/search-benchmark
GET https://markdownregistry.com/api/v1/blob/b8fc3196d7aff1f0f44418795feec0d8914202d6d207f3cbdb8ea42e30f2a6dc

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.