MCP Spark Documentation Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
| logging | {} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| extensions | {
"io.modelcontextprotocol/ui": {}
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| search_documentationA | Search Apache Spark documentation by keyword query. Args: query: Search terms to find in the documentation. Supports full-text search with stemming (e.g., "stream" matches "streaming", "streams"). section: Optional section to filter results. Common sections include: 'sql-ref', 'api', 'streaming', 'mllib', 'graphx', 'structured-streaming', etc. limit: Maximum number of results to return (default: 10, max: 50). Returns: JSON-formatted search results with title, URL, snippet, and relevance score. |
| read_documentationA | Read the full content of a specific Spark documentation page. Args: path: The relative path to the documentation file (e.g., 'sql-ref/sql-syntax.md' or 'api/python/index.md'). This path is returned in search results. Returns: The full markdown content of the documentation page, or an error message if the page is not found. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
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MCP directory API
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curl -X GET 'https://glama.ai/api/mcp/v1/servers/martoc/mcp-spark-documentation'
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