Connect

8 clients · secrets stay placeholders

JSON (mcpServers)Claude CodeCodexOpenCodeCursorVS CodeGemini CLIGoose

{
  "mcpServers": {
    "keyphrases-mcp": {
      "command": "uvx",
      "args": [
        "keyphrases-mcp-server",
        "--allowed-dir",
        "keyphrases-mcp==0.0.4"
      ]
    }
  }
}

claude mcp add keyphrases-mcp -- uvx keyphrases-mcp-server --allowed-dir keyphrases-mcp==0.0.4

[mcp_servers.keyphrases-mcp]
command = "uvx"
args = ["keyphrases-mcp-server", "--allowed-dir", "keyphrases-mcp==0.0.4"]

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "keyphrases-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "keyphrases-mcp-server",
        "--allowed-dir",
        "keyphrases-mcp==0.0.4"
      ],
      "enabled": true
    }
  }
}

{
  "mcpServers": {
    "keyphrases-mcp": {
      "command": "uvx",
      "args": [
        "keyphrases-mcp-server",
        "--allowed-dir",
        "keyphrases-mcp==0.0.4"
      ]
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=keyphrases-mcp&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJrZXlwaHJhc2VzLW1jcC1zZXJ2ZXIiLCItLWFsbG93ZWQtZGlyIiwia2V5cGhyYXNlcy1tY3A9PTAuMC40Il19"
}

{
  "servers": {
    "keyphrases-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "keyphrases-mcp-server",
        "--allowed-dir",
        "keyphrases-mcp==0.0.4"
      ]
    }
  }
}

{
  "mcpServers": {
    "keyphrases-mcp": {
      "command": "uvx",
      "args": [
        "keyphrases-mcp-server",
        "--allowed-dir",
        "keyphrases-mcp==0.0.4"
      ]
    }
  }
}

extensions:
  "keyphrases-mcp":
    enabled: true
    name: "keyphrases-mcp"
    type: stdio
    cmd: "uvx"
    args:
      - "keyphrases-mcp-server"
      - "--allowed-dir"
      - "keyphrases-mcp==0.0.4"
    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

dependencies67 · weight 15

fail
deps.known_vulns1 advisory to act on (malicious, or rated high or critical with a fix available): GHSA-53q9-r3pm-6pq6 in [email protected] (direct, fixed in 2.6.0); 20 more of lower severity or without a fix
pass
deps.mcp_sdk_versionmcp 2.2.0, no known advisory
pass
deps.resolvable[email protected] resolved: 142 packages

Tool list unknown · checked 2026-10-20 14:21 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 70 / 100

provenance80

livenessn/a

freshness25

hygiene100

+repository +namespace-matches-repo ~liveness-unmeasured -stale-370d

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

Dependencies

[email protected] PyPI141 dependencies, resolved · MCP SDK mcp 2.2.0 · advisories checked 2026-10-19

advisory	severity	package	fixed in
GHSA-53q9-r3pm-6pq6PyTorch: `torch.load` with `weights_only=True` leads to remote code execution	critical	`[email protected]`direct	fixed in `2.6.0`
GHSA-8mgp-746c-j5xpNLTK: Model-artifact APIs bypass pathsec and touch files outside allowed roots	high	`[email protected]`indirect	no fix yet
GHSA-887c-mr87-cxwpPyTorch Improper Resource Shutdown or Release vulnerability	moderate	`[email protected]`direct	fixed in `2.8.0`
GHSA-vgrw-7cvw-pwgxPyTorch is vulnerable to memory corruption through its unpack_sequence function	moderate	`[email protected]`direct	fixed in `2.9.1`
GHSA-f4hp-rmr7-r7v8PyTorch is Vulnerable to Memory Consumption through pad_packed_sequence Function	moderate	`[email protected]`direct	no fix yet
GHSA-3749-ghw9-m3mgPyTorch susceptible to local Denial of Service	low	`[email protected]`direct	fixed in `2.7.1-rc1`
GHSA-qfhq-4f3w-5fphPyTorch is vulnerable to memory corruption through its torch.lstm_cell function	low	`[email protected]`direct	fixed in `2.10.0`
GHSA-rrmf-rvhw-rf47PyTorch is vulnerable to memory corruption through its torch.jit.script function	low	`[email protected]`direct	fixed in `2.13.0`
GHSA-c678-jfcj-6jmfPyTorch Tuple Handler is Vulnerable to Memory Corruption through Manipulation of None Argument	low	`[email protected]`direct	no fix yet
GHSA-x3gm-94wq-g975PyTorch: Manipulation of the argument scale/zero_point leads to improper initialization via Quantized Sigmoid Module	low	`[email protected]`direct	no fix yet

11 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

package	registry	version	runtime	secrets
`keyphrases-mcp`	pypi	0.0.4	uvx

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.IvanRublev/keyphrases-mcp",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-09-29/server.schema.json",
  "version": "0.0.4",
  "packages": [
    {
      "version": "0.0.4",
      "transport": {
        "type": "stdio"
      },
      "identifier": "keyphrases-mcp",
      "runtimeHint": "uvx",
      "registryType": "pypi",
      "runtimeArguments": [
        {
          "type": "positional",
          "value": "keyphrases-mcp-server"
        },
        {
          "name": "--allowed-dir",
          "type": "named",
          "format": "filepath",
          "valueHint": "documents_directory",
          "isRequired": true,
          "description": "Directory containing documents to process"
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/IvanRublev/keyphrases-mcp",
    "source": "github"
  },
  "description": "An MCP server to extract keyphrases from a text with the BERT model"
}