AI Square Documentation MCP Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| AISQUARE_COHERE_API_KEY | No | API key for Cohere reranking (optional). Needed if AISQUARE_RERANKER_ENABLED is true. | |
| AISQUARE_OPENAI_API_KEY | Yes | API key for the default embedding adapter (OpenAI). Required for query embeddings and indexing. | |
| AISQUARE_RERANKER_ENABLED | No | Set to 'false' to disable reranking and return deterministic RRF results. | true |
Capabilities
Features and capabilities supported by this server
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| server_statusA | Report current MCP capabilities, registered tools, and static resources. |
| search_docsC | Search documentation with optional metadata filters and source citations. |
| get_pageA | Retrieve one complete indexed canonical page, including chunk citations. |
| search_apiB | Search categories configured as API/reference documentation. |
| search_codeA | Search only indexed code chunks, optionally prioritizing a language. |
| find_examplesC | Find implementation examples from indexed code chunks. |
| related_pagesA | Find unique, same-category pages related to an indexed canonical page. |
| list_categoriesA | List categories represented in the indexed documentation. |
| find_sdkB | Find SDK documentation and code examples for a requested language. |
| search_guidesA | Search categories configured as guides and tutorials. |
| search_troubleshootingA | Search categories configured as troubleshooting and support content. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| docs_studios | Complete indexed AI Square documentation page for the 'studios' documentation area. |
| docs_agents | Complete indexed AI Square documentation page for the 'agents' documentation area. |
| docs_workflows | Complete indexed AI Square documentation page for the 'workflows' documentation area. |
| docs_deployment | Complete indexed AI Square documentation page for the 'deployment' documentation area. |
| docs_authentication | Complete indexed AI Square documentation page for the 'authentication' documentation area. |
| docs_api | Complete indexed AI Square documentation page for the 'api' documentation area. |
| docs_examples | Complete indexed AI Square documentation page for the 'examples' documentation area. |
| docs_sdk | Complete indexed AI Square documentation page for the 'sdk' documentation area. |
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