SERVER

ao3-mcp

Rank #40,438

io.github.ArturLys/ao3-mcp

Search AO3 and have fics read by a secondary model before they're recommended

3 versions

3 GitHub stars

by ArturLys (2 servers)View repository ↗

First listed

Jul 24, 2026

Last publish date

Jul 28, 2026

PURPOSE

What you can do with ao3-mcp

ao3-mcp is a Model Context Protocol (MCP) server published by ArturLys. It ranks #40,438 of 167,945 active servers on MCP Toplist, and its repository has 3 GitHub stars. ao3-mcp is listed across 2 registries — Official MCP and Glama, with 3 tracked versions. It was first listed on Jul 24, 2026 and most recently updated on Jul 28, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What ao3-mcp can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using ao3-mcp

DeclaredAPI keyCredentials declared

The registry listing declares required configuration before first use — typically an API key, token or connection string set via environment variables.

Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

GEMINI_API_KEY · required

INSTALLATION AND FIRST TASK

Connect ao3-mcp and confirm it works

Python package (PyPI)

claude mcp add ao3-mcp -e "GEMINI_API_KEY=<your GEMINI_API_KEY>" -- uvx ao3-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.ao3-mcp]
command = "uvx"
args = ["ao3-mcp"]

[mcp_servers.ao3-mcp.env]
GEMINI_API_KEY = "<your GEMINI_API_KEY>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ao3-mcp": {
      "command": "uvx",
      "args": [
        "ao3-mcp"
      ],
      "env": {
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ao3-mcp": {
      "command": "uvx",
      "args": [
        "ao3-mcp"
      ],
      "env": {
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "ao3-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "ao3-mcp"
      ],
      "env": {
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ao3-mcp": {
      "command": "uvx",
      "args": [
        "ao3-mcp"
      ],
      "env": {
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "ao3-mcp": {
      "command": "uvx",
      "args": [
        "ao3-mcp"
      ],
      "env": {
        "GEMINI_API_KEY": "<your GEMINI_API_KEY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by ArturLys

listonic-mcp#82,377

View all ArturLys servers →

No task-specific alternatives are catalogued for ao3-mcpyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Jul 24, 2026
Latest version published: Jul 28, 2026
Version history: 3 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Nov 3, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Nov 3, 2026

Registry sightings

Official MCP ↗listed since Jul 24, 2026 · still listed
Glama ↗listed since Jul 29, 2026 · still listed

Do you maintain ao3-mcp? to correct or enrich this profile.

VERSIONS

Available versions (3)

Version	Published
0.1.2	Jul 28, 2026
0.1.1	Jul 28, 2026
0.1.0	Jul 24, 2026

STANDING

#40,438of 167,945 active serversTop 25%

Ranks ahead of 127,507 of 167,945 servers on MCP Toplist.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.ArturLys%2Fao3-mcp.svg)](https://mcptoplist.com/server/io.github.ArturLys%2Fao3-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.ArturLys%2Fao3-mcp"><img src="https://mcptoplist.com/badge/io.github.ArturLys%2Fao3-mcp.svg" alt="MCP Toplist: Top 25% of 167,945" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

FAQ

Frequently asked questions

Who maintains ao3-mcp?: ao3-mcp is maintained by ArturLys, which publishes 2 MCP servers (4 total versions) tracked on MCP Toplist.
Is ao3-mcp listed on the Official MCP Registry?: Yes — ao3-mcp is listed on the Official MCP Registry, alongside Glama.
How many versions does ao3-mcp have?: MCP Toplist tracks 3 versions of ao3-mcp, most recently published on Jul 28, 2026.
Where can I find the source code for ao3-mcp?: The source code for ao3-mcp is hosted at github.com/ArturLys/ao3-mcp.

Used in projects

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