io.github.AdonaiVera/fiftyone-mcp-server

PYPI · FIFTYONE-MCP-SERVER · SCANNED AUG 3

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

Available components

+10 this week 28 28 Trust /100

Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score →

Supply Chain Security79

No malware found by supply-chain analysis.Pass
CVE check failed: a known high-severity CVE affects mcp 0.9.1, a direct dependency. A fixed version is available. View diagnostics → Fail
Runs poetry.core.masonry.api at install time, a recognised native-build step with no shell scripting around it. View diagnostics → Pass
Only part of the dependency tree could be resolved (177 of 245), so this covers what we could see, not the whole tree. View diagnostics → Partial

Provenance & Transparency19

Repository check failed: the declared repository URL redirects; it must resolve directly. See how to fix → View diagnostics → Fail
Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
Clear OSI-approved license (MIT).Pass
Actively maintained (last published 76 days ago).Pass
Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail

Schema Quality & AI Usability0

Schema quality not yet verified: our sandbox run of this package did not complete, so we have no schema to assess.Unverified

Stability & Change Management0

Stability not yet verified: our sandbox run of this package did not complete, so we have no schema to compare.Unverified

Tool Coverage0

Tool coverage not yet verified: our sandbox run of this package did not complete, so we have no tool definitions to assess.Unverified

Capabilities0

Protocol version not yet verified: our sandbox run of this package did not complete, so we never saw its MCP handshake.Unverified

Unverified: 4 categories

Categories scored 0 because our sandbox run of this package has not given us the schema these checks need to read. That is a gap on our side rather than a finding about the package, and we only credit what we can confirm, so the score stands at 0 until the capture succeeds. We are working through the fleet, so this normally clears without any action from you. How we score packages →

Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

pypi · fiftyone-mcp-server

Claude Codex opencode OpenClaw Hermes Other

# add to Claude Code

claude mcp add adonaivera-fiftyone-mcp-server -- uvx fiftyone-mcp-server

# add to Codex CLI

codex mcp add adonaivera-fiftyone-mcp-server -- uvx fiftyone-mcp-server

// opencode.json

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "adonaivera-fiftyone-mcp-server": {
      "type": "local",
      "command": [
        "uvx",
        "fiftyone-mcp-server"
      ],
      "enabled": true
    }
  }
}

# add to OpenClaw

openclaw mcp add adonaivera-fiftyone-mcp-server --command uvx --arg fiftyone-mcp-server

# ~/.hermes/config.yaml

mcp_servers:
  adonaivera-fiftyone-mcp-server:
    command: "uvx"
    args: ["fiftyone-mcp-server"]

// mcp.json

{
  "mcpServers": {
    "adonaivera-fiftyone-mcp-server": {
      "command": "uvx",
      "args": [
        "fiftyone-mcp-server"
      ]
    }
  }
}

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

3 Aug 26 +12
- CVE-2026-59950 affects this package: high ▼ security
- CVE-2025-66416 affects this package: high ▼ security
- CVE-2025-3001 affects this package: high ▼ security
- CVE-2025-3000 affects this package: high ▼ security
- CVE-2026-52869 affects this package: high ▼ security
- CVE-2025-53366 affects this package: high ▼ security
- CVE-2026-24747 affects this package: high ▼ security
- CVE-2025-53365 affects this package: high ▼ security
- Provenance: unverified → fail ▼ security
- Known CVEs: unverified → fail ▼ security
- Install scripts: unverified → pass ▲ security
- Stability: Stability not yet verified: our sandbox run of this package did not complete, so we have no schema to compare. security
- The scripts that run when this package is installed changed: build_backend security
- License: unverified → pass ▲ functional
- Maintenance: unverified → pass ▲ functional
- Schema quality: Schema quality not yet verified: our sandbox run of this package did not complete, so we have no schema to assess. functional
- Capabilities: Protocol version not yet verified: our sandbox run of this package did not complete, so we never saw its MCP handshake. functional
- Tool coverage: Tool coverage not yet verified: our sandbox run of this package did not complete, so we have no tool definitions to assess. functional
- Licence: MIT functional
2 Aug 26 +16
- Malware scan: unverified → pass ▲ security
- Stability: Stability not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet. security
- Dependency health: unverified → partial ▲ functional
- Capabilities: Protocol version not yet verified: we do not have a sandbox capture of the MCP handshake this version of the package performs yet. functional
- Tool coverage: Tool coverage not yet verified: we do not have a sandbox capture of the tool definitions this version of the package serves yet. functional
- Schema quality: Schema quality not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet. functional
1 Aug 26 0
- We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
31 Jul 26 −18
- Malware scan: pass → unverified ▼ security
- Dependency health: partial → unverified ▼ functional
29 Jul 26 −1
- Security disclosure: fail → unverified ▼ functional
28 Jul 26 +1
- Dependency health: unverified → partial ▲ functional
- Tool coverage: Tool coverage not yet verified: we do not have a sandbox capture of the tool definitions this version of the package serves yet. functional
- Schema quality: Schema quality not yet verified: we do not have a sandbox capture of the MCP schema this version of the package serves yet. functional
27 Jul 26 18

First indexed and scored.

Show 4 earlier entries Hide earlier entries

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Analysed pypi/[email protected]

Provenance none

Ecosystem: pypi · Outcome: none

Install scripts 1 script

Hook	Tier	Command
build_backend	allowlisted	`poetry.core.masonry.api`

Vulnerabilities 16 findings

ID	CVE	Severity	Vector	Fix available
GHSA-3qhf-m339-9g5v	CVE-2025-53366	high		yes
GHSA-9h52-p55h-vw2f	CVE-2025-66416	high		yes
GHSA-j975-95f5-7wqh	CVE-2025-53365	high		yes
GHSA-jpw9-pfvf-9f58	CVE-2026-52869	high	CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:L	yes
GHSA-vj7q-gjh5-988w	CVE-2026-59950	high		yes
PYSEC-2026-1616	CVE-2025-53366	none		yes
PYSEC-2026-1617	CVE-2025-66416	none		yes
PYSEC-2026-1618	CVE-2025-53365	none		yes
PYSEC-2026-3482	CVE-2026-52869	high	CVSS:3.1/AV:N/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:L	yes
PYSEC-2026-3483	CVE-2026-59950	none		yes
GHSA-r374-rxx8-8654	CVE-2026-44405	low	CVSS:3.1/AV:A/AC:H/PR:N/UI:N/S:C/C:N/I:L/A:N	no
PYSEC-2026-2858	CVE-2026-44405	low	CVSS:3.1/AV:A/AC:H/PR:N/UI:N/S:C/C:N/I:L/A:N	no
GHSA-qfhq-4f3w-5fph	CVE-2025-3001	medium	CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L	yes
GHSA-rrmf-rvhw-rf47	CVE-2025-3000	medium	CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:L/I:L/A:L	yes
PYSEC-2026-139	CVE-2026-4538	high	CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H	no
PYSEC-2026-2286	CVE-2026-24747	high	CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:H/I:H/A:H	yes

Dependencies 177 packages

177 packages in the resolved dependency tree · 14 stale · 3 without a linked repository.

The dependency tree was only partially resolved, so these counts may be incomplete.

MCP tools

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tools for package channels are captured by running the package in an isolated sandbox. The most recent sandbox run could not capture a tool list from this package.

On this page

Handy links

Scoring key

80+ high trust
60–79 medium
below 60 low

How we score

Score history · last 30 days

27 Jul 3 Aug