Calligraphy vs Codegraphcontext
A side-by-side look at the Calligraphy and Codegraphcontext MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose Calligraphy for multimedia process work over a hosted endpoint; choose Codegraphcontext for developer tools as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
CChoose Calligraphy when
- You need dedicated capabilities in the Multimedia Process domain.
- You prefer a remote HTTP/SSE transport.
- Its auth model fits you: OAuth 2.0.
Choose Codegraphcontext when
- You need dedicated capabilities in the Developer Tools domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: No auth required.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | C Calligraphy | |
|---|---|---|
| Category | Multimedia Process | Developer Tools |
| Quality signal | 43/100 · Fair | 59/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Remote HTTP/SSE | Local subprocess (stdio) |
| Auth | OAuth 2.0 | No auth required |
| Pricing | Not declared | Free |
| Required env vars | None listed | None listed |
| Verified owner | Community listing | Community listing |
| GitHub stars | — | 4,351 |
| Directory activity | 1 views 0 installs 0 upvotes | 5 views 0 installs 0 upvotes |
| Tools | Not listed | Not listed |
| Full listing | View Calligraphy | View Codegraphcontext |
Tools & capabilities
Calligraphy tools
No tool names declared yet. Check the project README from the listing page.
Codegraphcontext tools
No tool names declared yet. Check the project README from the listing page.
Ready-to-paste client configs
Paste either block (or both) into your client config, e.g. claude_desktop_config.json or ~/.cursor/mcp.json. We only show a config when the install command is confirmed.
Calligraphy
{
"mcpServers": {
"calligraphy": {
"url": "https://studio99.app/calligraphymaker/mcp"
}
}
}
Codegraphcontext
{
"mcpServers": {
"shashankss1205-codegraphcontext": {
"command": "uvx",
"args": [
"kuzu"
]
}
}
}