NeuroLink Docs MCP Server

The NeuroLink Docs MCP Server makes the entire NeuroLink documentation (360+ pages across 27 sections) queryable by AI assistants through the Model Context Protocol. Instead of copy-pasting docs into your prompt, your AI assistant can search, browse, and read NeuroLink documentation on demand.

What it provides:

• 6 tools — full-text search, page retrieval, section browsing, API reference lookup, example search, and changelog
• Pre-built search index — generated at build time with MiniSearch for instant results
• Dual transport — stdio for local use, HTTP for remote/hosted deployments
• Zero configuration — runs via npx with no API keys required

Quick Start

Add the NeuroLink docs server to your AI development tool:

Claude Desktop

Edit ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows):

{
  "mcpServers": {
    "neurolink-docs": {
      "command": "npx",
      "args": ["-y", "@juspay/neurolink", "docs"]
    }
  }
}

Restart Claude Desktop after saving.

Cursor

Create or edit .cursor/mcp.json in your project root:

{
  "mcpServers": {
    "neurolink-docs": {
      "command": "npx",
      "args": ["-y", "@juspay/neurolink", "docs"]
    }
  }
}

Cursor will detect the config automatically.

Claude Code

Run this command in your terminal:

claude mcp add neurolink-docs -- npx -y @juspay/neurolink docs

The server will be available in your next Claude Code session.

VS Code

Create or edit .vscode/mcp.json in your project root:

{
  "servers": {
    "neurolink-docs": {
      "command": "npx",
      "args": ["-y", "@juspay/neurolink", "docs"]
    }
  }
}

VS Code will detect the MCP server on next reload.

Windsurf

Edit ~/.codeium/windsurf/mcp_config.json:

{
  "mcpServers": {
    "neurolink-docs": {
      "command": "npx",
      "args": ["-y", "@juspay/neurolink", "docs"]
    }
  }
}

Restart Windsurf after saving.

Same command everywhere

All clients use the same npx -y @juspay/neurolink docs command. The only difference is the config file location and JSON key format (mcpServers vs servers).

Available Tools

The docs server exposes 6 tools to your AI assistant:

Tool	Description	Parameters
search_docs	Full-text search across all documentation	query (required), limit?, section?
get_page	Get the full content of a specific doc page	path (required)
list_sections	List all documentation sections and their pages	none
get_api_reference	Get SDK API reference, optionally filtered by method	method?
get_examples	Get code examples by topic or provider	topic?, provider?
get_changelog	Get recent changelog entries	limit?

Tool Examples

search_docs

Search across all NeuroLink documentation with optional section filtering.

Request:

{
  "query": "RAG pipeline",
  "limit": 3,
  "section": "features"
}

Response:

{
  "query": "RAG pipeline",
  "resultCount": 3,
  "results": [
    {
      "title": "RAG (Retrieval-Augmented Generation)",
      "description": "Complete RAG pipeline with 10 chunking strategies...",
      "section": "features",
      "path": "features/rag",
      "url": "https://docs.neurolink.ink/docs/features/rag",
      "score": 12.45
    },
    {
      "title": "File Processors",
      "description": "Process 50+ file types for AI consumption...",
      "section": "features",
      "path": "features/file-processors",
      "url": "https://docs.neurolink.ink/docs/features/file-processors",
      "score": 8.21
    }
  ]
}

get_page

Retrieve the full content of a specific documentation page by its path.

Request:

{
  "path": "getting-started/installation"
}

Response:

{
  "title": "Installation",
  "description": "Install NeuroLink via npm, yarn, or pnpm...",
  "section": "getting-started",
  "path": "getting-started/installation",
  "url": "https://docs.neurolink.ink/docs/getting-started/installation",
  "content": "# Installation\n\nInstall NeuroLink using your preferred package manager..."
}

list_sections

List all documentation sections and the pages they contain.

Request: (no parameters)

Response:

{
  "totalSections": 27,
  "totalPages": 361,
  "sections": [
    {
      "name": "getting-started",
      "pageCount": 15,
      "pages": [
        { "title": "Getting Started", "path": "getting-started/index" },
        { "title": "Installation", "path": "getting-started/installation" }
      ]
    },
    {
      "name": "sdk",
      "pageCount": 6,
      "pages": [
        { "title": "SDK Overview", "path": "sdk/index" },
        { "title": "API Reference", "path": "sdk/api-reference" }
      ]
    }
  ]
}

get_api_reference

Get SDK API reference documentation. Pass a method name to filter results.

Request:

{
  "method": "generate"
}

Response:

{
  "query": "generate",
  "results": [
    {
      "title": "API Reference",
      "path": "sdk/api-reference",
      "url": "https://docs.neurolink.ink/docs/sdk/api-reference"
    }
  ]
}

get_examples

Find code examples by topic or AI provider.

Request:

{
  "topic": "streaming",
  "provider": "anthropic"
}

Response:

{
  "query": "streaming anthropic",
  "results": [
    {
      "title": "Streaming with Retry",
      "description": "Implement streaming with automatic retry...",
      "section": "cookbook",
      "path": "cookbook/streaming-with-retry",
      "url": "https://docs.neurolink.ink/docs/cookbook/streaming-with-retry"
    }
  ]
}

get_changelog

Get recent NeuroLink release notes and changelog entries.

Request:

{
  "limit": 3
}

Response:

{
  "entries": [
    {
      "title": "Changelog",
      "description": "NeuroLink release history...",
      "path": "community/changelog",
      "url": "https://docs.neurolink.ink/docs/community/changelog",
      "content": "## 9.12.0\n\n### Features\n- MCP CLI gap fix..."
    }
  ]
}

HTTP Transport

For remote or hosted deployments, start the server with HTTP transport:

# Start HTTP server on default port 3001
neurolink docs --transport http

# Start on a custom port
neurolink docs --transport http --port 8080

The HTTP server exposes:

• POST /mcp — MCP endpoint (Streamable HTTP transport)
• GET /health — Health check endpoint

Configure your MCP client to connect via HTTP:

{
  "mcpServers": {
    "neurolink-docs": {
      "transport": "http",
      "url": "https://your-server.com/mcp"
    }
  }
}

Hosted version

The hosted version is available at https://docs.neurolink.ink/mcp -- no local installation required.

Programmatic Usage

You can also add the docs server programmatically via the NeuroLink SDK:

import { NeuroLink } from "@juspay/neurolink";

const neurolink = new NeuroLink();

// Add the docs server as an external MCP server
await neurolink.addExternalMCPServer("neurolink-docs", {
  command: "npx",
  args: ["-y", "@juspay/neurolink", "docs"],
  transport: "stdio",
});

// Now the AI can use docs tools during generation
const result = await neurolink.generate({
  prompt: "How do I set up RAG with NeuroLink? Search the docs first.",
});

Or connect to the HTTP transport:

await neurolink.addExternalMCPServer("neurolink-docs", {
  transport: "http",
  url: "https://docs.neurolink.ink/mcp",
});

Building the Search Index

The search index is generated automatically during the docs site build:

cd docs-site && pnpm build

This runs the docusaurus-plugin-search-index plugin which:

1. Scans all docs/**/*.md and docs/**/*.mdx files
2. Parses frontmatter (title, description, tags)
3. Extracts and indexes content with MiniSearch
4. Writes static/search-index.json

The index is bundled with the npm package, so end users don't need to build it themselves.

Troubleshooting

"search-index.json not found"

The search index hasn't been built yet. Run:

cd docs-site && pnpm build

This generates docs-site/static/search-index.json which the MCP server needs to function.

Outdated search results

The search index is generated at build time. To get the latest docs:

cd docs-site && pnpm build

If using the npm package, update to the latest version:

npm update @juspay/neurolink

Server not appearing in Claude Desktop / Cursor

1. Verify the config file is in the correct location (see Quick Start above)
2. Ensure the JSON is valid — a trailing comma or missing bracket will silently fail
3. Restart the application after saving the config
4. Check that npx is available in your PATH

Connection timeout

If the server takes too long to start:

1. The first run downloads @juspay/neurolink via npx — this may take 10-30 seconds
2. Subsequent runs use the npm cache and start faster
3. For faster startup, install globally: npm install -g @juspay/neurolink

Tools not returning results

If search returns empty results:

1. Verify the search index exists and is not empty
2. Try broader search terms — the index uses fuzzy matching with prefix search
3. Use list_sections first to see available sections, then filter with section parameter