pulsemcp scanned Safe content atomic mcp-remote

PyTorch Documentation Search

PyTorch Documentation Search Tool provides semantic search capabilities over PyTorch documentation with code-aware results, enabling Claude Code to find relevant APIs, examples, and error messages. Built with a modular architecture supporting both STDIO and SSE transports, it uses vector embeddings through OpenAI's API to deliver high-quality search results with intelligent ranking that prioritizes code snippets for implementation queries and conceptual explanations for theoretical questions. The tool integrates seamlessly with Claude CLI through multiple deployment options including direct STDIO integration, HTTP/SSE for shared servers, and UVX packaging for distribution.

Cognium trust score

51%

Tier

Scanned

Composite of vulnerability cleanliness, spec conformance, provenance, stability, and usage signals — scanned and weighted by Cognium. Human and agent signals are tracked separately. Last scanned 2026-09-28.

Scan details: Circle-IR · 2026-09-28 · Appeal

View full trust & usage report →

Metadata

Version: 1.0.0
Skill type: atomic
Execution layer: mcp-remote
Category: devops-ci
Source: PulseMCP
Repository: github.com/seanmichaelmcgee/pytorch-docs-refactored
Author type: human
Last scanned: 2026-09-28
Updated: 2026-09-28

View source Find related skills

MCP

Resolve PyTorch Documentation Search from your agent

Streamable HTTP transport at https://api.skillsregistry.net/mcp. No auth for read tools. Discovery: .well-known/mcp.json.

One command in your shell — Claude Code wires it up and verifies the connection. Run /mcp in any session to confirm.

claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp

Swap --scope user for --scope project to commit it to .mcp.json.

Your client Same endpoint everywhere; only the config key differs. The full list is in the descriptor.

Claude Desktop · Settings → Connectors → Add custom connector

https://api.skillsregistry.net/mcp

Paste the URL as the connector endpoint. No authentication.

ChatGPT · Settings → Connectors → Create (developer mode) → MCP server URL

https://api.skillsregistry.net/mcp

Authentication: none. Works in chat and deep research — the server exposes the connector search and fetch tools.

Codex CLI · ~/.codex/config.toml

[mcp_servers.skillsregistry]
url = "https://api.skillsregistry.net/mcp"