Audit report
abhiemj/manim-mcp-server
https://github.com/abhiemj/manim-mcp-server
Type: mcp · Audited 2026-05-22
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
Add usage examples showing a real tool call
Add usage examples showing a real tool call. Examples are how an agent learns the expected inputs.
- 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
Last commit was 367 days ago
Last commit was 367 days ago. Agents discount servers that look unmaintained.
Sub-scores
Discoverability
Agents can only recommend tools they can find. llms.txt and open robots.txt are the fastest wins.
Missing
- ✗Repository has a clear description (0)
- ✗Repository has topics/tags (0)
Passing
- ✓Identifiable as an MCP server
- ✓README opens with a one-line summary
Installation
Config-file appearances are the closest thing to a real install count for MCP servers.
Missing
- ✗Ships a package manifest
- ✗Transport or configuration is documented
Passing
- ✓README shows an MCP client config block
- ✓README has an install or run command
Tool definitions
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
- ✗README shows usage examples
Documentation
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) (3036)
- ✓README is organized into sections (18)
Trust & adoption
Models pattern-match provenance signals before recommending — missing basics trigger silent skips.
Missing
- ✗Appears in public MCP config files (0)
- ✗Pushed in the last 90 days (367)
- ✗Multiple contributors (1)
- ✗Has tests or CI
- ✗Has tagged releases (none)
- ✗Discussed on Hacker News or Reddit (2)
Passing
- ✓Open-source license (MIT)
- ✓25+ GitHub stars (593)
Generated llms.txt
Drop this at /llms.txt on your domain.
Embed badge
Paste this into your README to display your live score.
[](https://mcprank-green.vercel.app/r/github.com-abhiemj-manim-mcp-server-914c7d)
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