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TensorPass

Use with AI agents

Give Claude Code, Cursor, Codex or any coding agent the AI Connect docs as an MCP server, as Agent Skills, or as Markdown.

Coding agents build better integrations when they read the current docs instead of what they remember. These docs are served in three forms an agent can use.

FormWhat it gives the agentWhere
MCP serverSearch, read any page, list the pages, read the skills/mcp
Agent SkillsShort instructions loaded when a task needs them/.well-known/agent-skills/index.json
MarkdownEvery page as Markdown, and an index of the docs/llms.txt, /llms-full.txt, any page followed by .md

The docs MCP server

The server answers over Streamable HTTP at /mcp. It needs no sign in and only reads the docs. Its tools:

  • search_docs: finds the pages and sections that match a query, with their paths.
  • read_doc: returns one page as Markdown, from a path such as /docs/quickstart/react.
  • list_docs: returns every page with its title, path and summary.

The Agent Skills below are also listed as resources of the server, so a connected agent can read them without installing anything.

Add it to your agent:

claude mcp add --transport http aiconnect-docs /mcp

In Claude on the web or the desktop app, open Settings, then Connectors, choose Add custom connector, and give it the same address.

Agent Skills

The skills follow the Agent Skills format, and this site lists them where the Agent Skills Discovery RFC expects them, at /.well-known/agent-skills/index.json. Each entry carries the SHA-256 digest of its file, so clients can check what they download.

SkillUse it to
aiconnect-integrateAdd AI Connect to a React, Next.js or JavaScript site, from the provider to the chat
aiconnect-mcp-toolsServe a site's tools as an MCP server and design them so a model uses them well

Install them in your agent with the skills command line, which finds them from the site's address:

npx skills add 

Markdown and llms.txt

  • /llms.txt lists every page with its summary, following llmstxt.org.
  • /llms-full.txt holds the whole documentation in one file.
  • Any page followed by .md, such as /docs/quickstart/react.md, returns that page as Markdown. A request with the header Accept: text/markdown on the page's own address returns the same Markdown.
  • The Copy Markdown button at the top of each page copies it for a chat.

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