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Python Package Runtime Test

R0· no sign-in

Hosted Python sandbox for package runtime verification: pip install and usable-import evidence.

v1.0.2 · active · website · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality83good
Trust76of 100
Uptime, 30 days96%
Latency p50341 ms

Connect

8 clients · secrets stay placeholders
{
  "mcpServers": {
    "python-package-runtime-test": {
      "type": "http",
      "url": "https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test"
    }
  }
}
claude mcp add --transport http python-package-runtime-test https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test
[mcp_servers.python-package-runtime-test]
url = "https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test"
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "python-package-runtime-test": {
      "type": "remote",
      "url": "https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test",
      "enabled": true
    }
  }
}
{
  "mcpServers": {
    "python-package-runtime-test": {
      "type": "http",
      "url": "https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test"
    }
  },
  "deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=python-package-runtime-test&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYXBjcy1wdWJsaWMtbWNwLWdhdGV3YXkuYXBjcy1tY3Aud29ya2Vycy5kZXYvbWNwL3B5dGhvbi1wYWNrYWdlLXJ1bnRpbWUtdGVzdCJ9"
}
{
  "servers": {
    "python-package-runtime-test": {
      "type": "http",
      "url": "https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test"
    }
  }
}
{
  "mcpServers": {
    "python-package-runtime-test": {
      "httpUrl": "https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test"
    }
  }
}
extensions:
  "python-package-runtime-test":
    enabled: true
    name: "python-package-runtime-test"
    type: streamable_http
    uri: "https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test"
    timeout: 300

Quality 83 / 100good

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
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 hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: test_python_package_runtime (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
  • pass
    tools.token_costabout 249 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

1 tools, about 249 tokens to load them all · tool set 0fcc4ef11372 · checked 2026-10-19 11:27 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

no-repository
provenance45
liveness99
freshness85
hygiene80

+website +reachable +uptime-96% ~updated-36d-ago -no-repository

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

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test streamable-httpnoneyes96%341 ms2026-07-282026-10-19

Tools (1)

test_python_package_runtimeTest a specific Python package/version on a supported Python/Linux target runtime using empirical execution. Returns scoped install evidence, usable-import evidence when requested, and a scoped result/receipt. Supported boundary: public PyPI on Linux x86_64 / CPython 3.13. This is not generic package advice, security verification, arbitrary Python execution, broad compatibility testing, feature behavior testing, or application integration testing.

Schemas: list_tools.

Similar MCP servers

Official server.json
{
  "name": "io.github.ligafew/python-package-runtime-test",
  "title": "Python Package Runtime Test",
  "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
  "remotes": [
    {
      "url": "https://apcs-public-mcp-gateway.apcs-mcp.workers.dev/mcp/python-package-runtime-test",
      "type": "streamable-http"
    }
  ],
  "version": "1.0.2",
  "websiteUrl": "https://apcs-public-mcp-gateway.apcs-mcp.workers.dev",
  "description": "Hosted Python sandbox for package runtime verification: pip install and usable-import evidence."
}