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_documentationC | Search Apache Spark documentation by keyword query. |
| read_documentationA | Read the full content of a specific Spark documentation page. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 2 tools
search_documentation and read_documentation have clearly complementary, non-overlapping purposes: one finds pages, the other fetches a specific page's content. An agent can trivially pick the right one based on whether it has a page identifier or only a query.
Both tools follow the same snake_case verb_noun pattern (search_documentation, read_documentation), with consistent verb style and a shared noun suffix.
Two tools is a tight, purposeful surface for a documentation-lookup server, with no redundancy. It is slightly thin — discovery aids like listing pages or versions are absent — but nothing feels gratuitous.
Search-then-read covers the core documentation workflow end to end, with no dead ends for locating and consuming content. Minor gaps exist around browsing structure (listing available pages, versions, or sections), which the search tool partially compensates for.