protogrid

Search / io.github.AdonaiVera/fiftyone-mcp-server

fiftyone-mcp-server

L0· runs locally

Control FiftyOne computer vision datasets through AI assistants using 80+ operators.

v0.1.2 · active · repository · descriptor JSON · versions

Runs on your machine: something must execute the package.Only local packages are published (npm, PyPI, OCI, …). The registry never executes them, so tools are unknown until you run it.
Quality–not scored
Trust76of 100
Packages1
Tools seen0

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "fiftyone-mcp-server": {
      "command": "uvx",
      "args": [
        "fiftyone-mcp-server==0.1.2"
      ]
    }
  }
}
claude mcp add fiftyone-mcp-server -- uvx fiftyone-mcp-server==0.1.2
[mcp_servers.fiftyone-mcp-server]
command = "uvx"
args = ["fiftyone-mcp-server==0.1.2"]
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "fiftyone-mcp-server": {
      "type": "local",
      "command": [
        "uvx",
        "fiftyone-mcp-server==0.1.2"
      ],
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "fiftyone-mcp-server": {
      "command": "uvx",
      "args": [
        "fiftyone-mcp-server==0.1.2"
      ]
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=fiftyone-mcp-server&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJmaWZ0eW9uZS1tY3Atc2VydmVyPT0wLjEuMiJdfQ%3D%3D"
}
{
  "servers": {
    "fiftyone-mcp-server": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "fiftyone-mcp-server==0.1.2"
      ]
    }
  }
}
{
  "mcpServers": {
    "fiftyone-mcp-server": {
      "command": "uvx",
      "args": [
        "fiftyone-mcp-server==0.1.2"
      ]
    }
  }
}
extensions:
  "fiftyone-mcp-server":
    enabled: true
    name: "fiftyone-mcp-server"
    type: stdio
    cmd: "uvx"
    args:
      - "fiftyone-mcp-server==0.1.2"
    timeout: 300

This is a local package: the command runs on your machine.

Quality – / 100not scored

Not scored: fewer than three checks apply, usually because no remote answered a credential-free probe or the server is a local package.

protocoln/a · weight 25
  • n/a
    protocol.modern, protocol.stateless, protocol.transport, protocol.list_ttlno remote answered a protocol handshake (not probed yet, unreachable, or local-only)
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygienen/a · weight 30
  • n/a
    tools.descriptions, tools.description_length, tools.schemas, tools.annotations, tools.directory_hints, tools.token_cost, tools.api_dumptool list unknown (behind auth, not probed, or empty)
stabilityn/a · weight 15
  • n/a
    stability.changes, stability.rug_pulltool list unknown
dependencies33 · weight 15
  • fail
    deps.known_vulns3 advisories to act on (malicious, or rated high or critical with a fix available): GHSA-v4x9-3549-crwv in [email protected] (indirect, fixed in 4.18.2), GHSA-vp6j-j7w5-5xjj in [email protected] (indirect, fixed in 4.18.2), GHSA-pfvf-fwfp-25mp in [email protected] (indirect, fixed in 0.326.1); 7 more of lower severity or without a fix
  • fail
    deps.mcp_sdk_versionmcp 0.9.1 has 5 known advisories (GHSA-3qhf-m339-9g5v, GHSA-9h52-p55h-vw2f, GHSA-j975-95f5-7wqh, ...); update mcp to 1.28.1 or later
  • pass
    deps.resolvable[email protected] resolved: 149 packages

Tool list unknown · checked 2026-10-20 15:57 UTC

Tool changes

No tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.

Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.

Trust 76 / 100

provenance80
livenessn/a
freshness45
hygiene100

+repository +namespace-matches-repo ~liveness-unmeasured -stale-304d

Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.

Dependencies

[email protected] PyPI148 dependencies, resolved · MCP SDK mcp 0.9.1 · advisories checked 2026-10-19

advisoryseveritypackagefixed in
GHSA-3qhf-m339-9g5vMCP Python SDK vulnerability in the FastMCP Server causes validation error, leading to DoShigh[email protected]MCP SDK, directfixed in 1.9.4
GHSA-9h52-p55h-vw2fModel Context Protocol (MCP) Python SDK does not enable DNS rebinding protection by defaulthigh[email protected]MCP SDK, directfixed in 1.23.0
GHSA-j975-95f5-7wqhMCP Python SDK has Unhandled Exception in Streamable HTTP Transport, Leading to Denial of Servicehigh[email protected]MCP SDK, directfixed in 1.10.0
GHSA-jpw9-pfvf-9f58MCP Python SDK: HTTP transports serve session requests without verifying the authenticated principalhigh[email protected]MCP SDK, directfixed in 1.27.2
GHSA-vj7q-gjh5-988wMCP Python SDK: WebSocket server transport does not support Host/Origin validationhigh[email protected]MCP SDK, directfixed in 1.28.1
GHSA-v4x9-3549-crwvPyMongo: PYTHON-5996 Heap out-of-bounds write via signed size overflow in BSON document encodinghigh[email protected]indirectfixed in 4.18.2
GHSA-vp6j-j7w5-5xjjPyMongo: PYTHON-5986 Host injection in PyMongo connection string parsing via percent-encoded delimitershigh[email protected]indirectfixed in 4.18.2
GHSA-pfvf-fwfp-25mpStrawberry GraphQL: Synchronous permission checks can treat an awaitable authorization result as truthyhigh[email protected]indirectfixed in 0.326.1
GHSA-8fvv-fgr5-f8chpymongo: PYTHON-5994 Use exact match for file ID in GridFS delete methodsmoderate[email protected]indirectfixed in 4.18.1
GHSA-qx36-8mw2-4r3xPyMongo: PYTHON-5990 Forced Unix domain socket connection via a .sock KMS endpoint in client-side field level encryptionmoderate[email protected]indirectfixed in 4.18.2

5 more advisories in the dependencies endpoint.

Dependency graphs from deps.dev; advisories from OSV.dev, including the GitHub Advisory Database and the PyPI Advisory Database; all CC BY 4.0. The graph is what a clean install of this version resolves today; nothing was installed or run. How it is checked.

Endpoints

packageregistryversionruntimesecrets
fiftyone-mcp-serverpypi0.1.2–

Tools (0)

No tools observed. Local packages are never executed by the registry.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.AdonaiVera/fiftyone-mcp-server",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "version": "0.1.2",
  "packages": [
    {
      "version": "0.1.2",
      "transport": {
        "type": "stdio"
      },
      "identifier": "fiftyone-mcp-server",
      "registryType": "pypi"
    }
  ],
  "repository": {
    "url": "https://github.com/AdonaiVera/fiftyone-mcp-server",
    "source": "github"
  },
  "description": "Control FiftyOne computer vision datasets through AI assistants using 80+ operators."
}