Korpora

Audit report

wong2/awesome-mcp-servers

https://github.com/wong2/awesome-mcp-servers

Type: mcp · Audited 2026-05-22

50grade F
Fix in Claude

Top fixes

  • high

    Add a server.json manifest

    Add a server.json manifest. It is the machine-readable declaration of your server that the MCP registry and agents read directly.

  • high

    Add a Tools section to the README listing every tool the server exposes

    Add a Tools section to the README listing every tool the server exposes. Agents pick a tool by reading this list.

  • high

    Get the server into public MCP config files

    Get the server into public MCP config files. Few or none reference it today, and real adoption is the strongest trust signal an agent has.

  • high

    Cut tagged releases

    Cut tagged releases. Versioning lets an agent pin a known-good version.

  • medium

    Add GitHub topics to the repository

    Add GitHub topics to the repository. Topics let agents and registries categorize your server by capability.

Sub-scores

Discoverability

75 / 100
weight 15%

Agents can only recommend tools they can find. llms.txt and open robots.txt are the fastest wins.

Missing

  • Repository has topics/tags (0)

Passing

  • Repository has a clear description (54)
  • Identifiable as an MCP server
  • README opens with a one-line summary

Installation

45 / 100
weight 20%

Config-file appearances are the closest thing to a real install count for MCP servers.

Missing

  • README shows an MCP client config block
  • Ships a package manifest

Passing

  • README has an install or run command
  • Transport or configuration is documented

Tool definitions

15 / 100
weight 25%

Structured markup lets agents extract facts reliably instead of guessing from prose.

Missing

  • Ships a server.json manifest
  • README enumerates the tools
  • Tools are described, not just named

Passing

  • README shows usage examples

Documentation

55 / 100
weight 15%

Thin or poorly-described content gives agents nothing to summarise or cite.

Missing

  • README states what the server is for
  • Versioned releases or a changelog

Passing

  • Substantive README (1200+ chars) (99828)
  • README is organized into sections (6)

Trust & adoption

70 / 100
weight 25%

Models pattern-match provenance signals before recommending — missing basics trigger silent skips.

Missing

  • Appears in public MCP config files (0)
  • Has tagged releases (none)

Passing

  • Open-source license (MIT)
  • Pushed in the last 90 days (21)
  • Multiple contributors (373)
  • 25+ GitHub stars (4094)
  • Has tests or CI
  • Discussed on Hacker News or Reddit (12)

Generated llms.txt

Drop this at /llms.txt on your domain.

Generating your llms.txt with Claude...

Embed badge

Paste this into your README to display your live score.

Agent readiness badge
[![Agent Readiness](https://mcprank-green.vercel.app/api/badge/github.com-wong2-awesome-mcp-servers-3e77e9)](https://mcprank-green.vercel.app/r/github.com-wong2-awesome-mcp-servers-3e77e9)

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