protogrid

Search / io.github.yashdoke7/skeletongraph

skeletongraph

L0· runs locally

Zero-LLM structural code retrieval for AI coding agents, served over MCP.

v0.2.0 · active · repository · website · 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
Trust96of 100
Packages1
Tools seen0

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "skeletongraph": {
      "command": "uvx",
      "args": [
        "skeletongraph==0.2.0",
        "serve",
        "--path"
      ]
    }
  }
}
claude mcp add skeletongraph -- uvx skeletongraph==0.2.0 serve --path
[mcp_servers.skeletongraph]
command = "uvx"
args = ["skeletongraph==0.2.0", "serve", "--path"]
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "skeletongraph": {
      "type": "local",
      "command": [
        "uvx",
        "skeletongraph==0.2.0",
        "serve",
        "--path"
      ],
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "skeletongraph": {
      "command": "uvx",
      "args": [
        "skeletongraph==0.2.0",
        "serve",
        "--path"
      ]
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=skeletongraph&config=eyJjb21tYW5kIjoidXZ4IiwiYXJncyI6WyJza2VsZXRvbmdyYXBoPT0wLjIuMCIsInNlcnZlIiwiLS1wYXRoIl19"
}
{
  "servers": {
    "skeletongraph": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "skeletongraph==0.2.0",
        "serve",
        "--path"
      ]
    }
  }
}
{
  "mcpServers": {
    "skeletongraph": {
      "command": "uvx",
      "args": [
        "skeletongraph==0.2.0",
        "serve",
        "--path"
      ]
    }
  }
}
extensions:
  "skeletongraph":
    enabled: true
    name: "skeletongraph"
    type: stdio
    cmd: "uvx"
    args:
      - "skeletongraph==0.2.0"
      - "serve"
      - "--path"
    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
dependencies50 · weight 15
  • fail
    deps.known_vulns4 advisories to act on (malicious, or rated high or critical with a fix available): GHSA-jhr6-gm9c-rqjv in [email protected] (direct, fixed in 5.6.0), GHSA-29pf-2h5f-8g72 in [email protected] (indirect, fixed in 5.3.0), GHSA-fgcw-684q-jj6r in [email protected] (indirect, fixed in 5.5.0), ...; 19 more of lower severity or without a fix
  • n/a
    deps.mcp_sdk_versionthe official MCP SDK is not in the dependency graph
  • pass
    deps.resolvable[email protected] resolved: 70 packages

Tool list unknown · checked 2026-10-20 11:40 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 96 / 100

provenance90
livenessn/a
freshness100
hygiene100

+repository +namespace-matches-repo +website ~liveness-unmeasured +updated-25d-ago

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

Dependencies

[email protected] PyPI69 dependencies, resolved · advisories checked 2026-10-19

advisoryseveritypackagefixed in
GHSA-jhr6-gm9c-rqjvsentence-transformers local model loading bypasses trust_remote_code and executes custom Pythoncritical[email protected]directfixed in 5.6.0
GHSA-29pf-2h5f-8g72HuggingFace transformers vulnerable to remote code executionhigh[email protected]indirectfixed in 5.3.0
GHSA-fgcw-684q-jj6rhuggingface/transformers: Arbitrary Code Execution During Model Initialization in the LightGlue Model Loading Pathhigh[email protected]indirectfixed in 5.5.0
GHSA-xrqw-3rrv-vx5wTransformers save_pretrained path traversal allows arbitrary file writes through chat template nameshigh[email protected]indirectfixed in 5.10.0
GHSA-x9r9-c232-4q39Hugging Face Transformers downloads custom generation code before trust consenthigh[email protected]indirectno fix yet
GHSA-37mw-44qp-f5jmTransformers is vulnerable to ReDoS attack through its DonutProcessor classmoderate[email protected]indirectfixed in 4.52.1
GHSA-489j-g2vx-39wfTransformers vulnerable to ReDoS attack through its SETTING_RE variablemoderate[email protected]indirectfixed in 4.51.0
GHSA-4w7r-h757-3r74Hugging Face Transformers vulnerable to Regular Expression Denial of Service (ReDoS) in the AdamWeightDecay optimizermoderate[email protected]indirectfixed in 4.53.0
GHSA-59p9-h35m-wg4gHugging Face Transformers is vulnerable to ReDoS through its MarianTokenizermoderate[email protected]indirectfixed in 4.53.0
GHSA-69w3-r845-3855HuggingFace Transformers allows for arbitrary code execution in the `Trainer` classmoderate[email protected]indirectfixed in 5.0.0rc3

13 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
skeletongraphpypi0.2.0–

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.yashdoke7/skeletongraph",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "version": "0.2.0",
  "packages": [
    {
      "version": "0.2.0",
      "transport": {
        "type": "stdio"
      },
      "identifier": "skeletongraph",
      "registryType": "pypi",
      "registryBaseUrl": "https://pypi.org",
      "packageArguments": [
        {
          "type": "positional",
          "value": "serve",
          "valueHint": "serve",
          "description": "Start the SkeletonGraph MCP server (stdio transport)."
        },
        {
          "name": "--path",
          "type": "named",
          "format": "filepath",
          "isRequired": true,
          "description": "Path to the project repository SkeletonGraph should index and serve.",
          "placeholder": "/path/to/your/project"
        }
      ]
    }
  ],
  "repository": {
    "url": "https://github.com/yashdoke7/skeletongraph",
    "source": "github"
  },
  "websiteUrl": "https://github.com/yashdoke7/skeletongraph",
  "description": "Zero-LLM structural code retrieval for AI coding agents, served over MCP."
}