AlbumentationsX MCP vs Fiftyone MCP Server
A side-by-side look at the AlbumentationsX MCP and Fiftyone MCP Server MCP servers: transport, auth, tools, quality signals, and the config to install either one in Claude, Cursor, Windsurf or VS Code.
Verdict: choose AlbumentationsX MCP for data science tools work as a local process; choose Fiftyone MCP Server for data science tools as a local process. You can also run both side by side in one mcpServers block.
Which MCP server should you choose?
Choose AlbumentationsX MCP when
- You need dedicated capabilities in the Data Science Tools domain.
- You prefer a local stdio subprocess transport.
Choose Fiftyone MCP Server when
- You need dedicated capabilities in the Data Science Tools domain.
- You prefer a local stdio subprocess transport.
- Its auth model fits you: No auth required.
- You want tools like
SDK, APP, SESSION.
Feature & specification comparison
Rows where the two servers differ are marked.
| Spec | ||
|---|---|---|
| Category | Data Science Tools | Data Science Tools |
| Quality signal | 40/100 · Fair | 56/100 · Good |
| Install command | Confirmed | Confirmed |
| Transport | Local subprocess (stdio) | Local subprocess (stdio) |
| Auth | Not declared | No auth required |
| Pricing | Not declared | Free |
| Required env vars | None listed | None listed |
| Verified owner | Community listing | Community listing |
| GitHub stars | 6 | 25 |
| Directory activity | 0 views 0 installs 0 upvotes | 2 views 0 installs 0 upvotes |
| Tools | Not listed | 3 |
| Full listing | View AlbumentationsX MCP | View Fiftyone MCP Server |
Tools & capabilities
AlbumentationsX MCP tools
No tool names declared yet. Check the project README from the listing page.
Fiftyone MCP Server tools 3
SDKData operations that work everywhere (datasets, aggregations, schema, samples, operators, plugins). No App connection needed.APPControls the FiftyOne App UI in real time (set_view, open_panel, notify, select_samples, reload, and 25+ more). Requires a connected browser via `ctx.ops`.SESSIONBootstrap tools for starting a local App server (launch_app). Used from terminal environments.
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.
AlbumentationsX MCP
{
"mcpServers": {
"albumentationsx-mcp": {
"command": "uvx",
"args": [
"--from",
"albumentationsx-mcp",
"albumentationsx-mcp"
]
}
}
}
Fiftyone MCP Server
{
"mcpServers": {
"fiftyone-mcp-server": {
"command": "uvx",
"args": [
"fiftyone-mcp-server"
]
}
}
}
Frequently asked questions
AlbumentationsX MCP is categorized under Data Science Tools and uses a local stdio subprocess. Fiftyone MCP Server belongs to Data Science Tools and uses a local stdio subprocess. Pick AlbumentationsX MCP for data science tools work and Fiftyone MCP Server for data science tools.
Copy the mcpServers block from the config section on this page into your client's config (for example claude_desktop_config.json or ~/.cursor/mcp.json), then fully restart the client.
AlbumentationsX MCP has no declared pricing — check the project's own site. Fiftyone MCP Server is listed as free. Auth: no auth required. If a server needs environment variables such as API keys, define them under the env key in your client's MCP config.
Yes. MCP clients support multiple servers: add albumentationsx-mcp and fiftyone-mcp-server as separate keys in the same mcpServers object, and your assistant will call tools from either one.
On AllMCPs, AlbumentationsX MCP has a quality signal of 40/100 (Fair) with 0 views, 0 installs and 6 GitHub stars. Fiftyone MCP Server has 56/100 (Good) with 2 views, 0 installs and 25 GitHub stars.