Side-by-side comparison of two Model Context Protocol servers — install paths, tools, quality signals, and directory engagement so you can pick the right one for Claude, Cursor, and other MCP clients.
Search the Archive of Our Own (AO3) and delegate full-fic reading to a secondary model (Gemini), so the agent recommends from the actual text, not the author's blurb. pip install ao3-mcp
A local MCP server that generates animations using Manim.
Quality signal
41/100 (Fair)
40/100 (Fair)
Install path
pip · high
pip · high
Engagement
1 0 0 1
3 0 0 627
Tools
Search AO3 with fandom, ship, character, rating, word count, completion, and sorting filtersFuzzy input resolution to canonical AO3 tags and namesRead 1–20 full fanfics per call using Gemini model for detailed structured reportsCache downloaded fics locally for 24 hours to reduce repeated AO3 requestsThrottle requests to AO3 respecting politeness and Cloudflare restrictionsSupports configurable Gemini API key and model selection
Executes Manim Python animation scriptsSaves generated videos to a media folderSupports cleanup of temporary filesConfigurable via environment variablesPortable and easy to deploy locally
