Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.
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Answer how to install or use Tandem, build workflows, or use the SDKs by synthesizing relevant published docs.
The Tandem task or question that needs a docs-grounded answer.
Maximum number of supporting docs recommendations to include.
Optional audience hint such as developer, desktop user, or operator.
Docs channel or immutable ref. Defaults to stable.
Optional Tandem engine version hint. Prefer stable docs for installed engines.
Answer how to install or use Tandem, build workflows, or use the SDKs by synthesizing relevant published docs.
| Argument | Type | Description |
|---|---|---|
| task* | string | The Tandem task or question that needs a docs-grounded answer. |
| limit | integer | Maximum number of supporting docs recommendations to include. |
| audience | string | Optional audience hint such as developer, desktop user, or operator. |
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. |
| engine_version | string | Optional Tandem engine version hint. Prefer stable docs for installed engines. |
{
"type": "object",
"required": [
"task"
],
"properties": {
"task": {
"type": "string",
"description": "The Tandem task or question that needs a docs-grounded answer."
},
"limit": {
"type": "integer",
"maximum": 10,
"minimum": 1,
"description": "Maximum number of supporting docs recommendations to include."
},
"audience": {
"type": "string",
"description": "Optional audience hint such as developer, desktop user, or operator."
},
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable."
},
"engine_version": {
"type": "string",
"description": "Optional Tandem engine version hint. Prefer stable docs for installed engines."
}
}
}Force-refresh a docs page and return before/after hashes so page content changes can be proven.
| Argument | Type | Description |
|---|---|---|
| path* | string | Docs path like /start-here/ or /sdk/python/ to compare before and after refresh. |
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. |
{
"type": "object",
"required": [
"path"
],
"properties": {
"path": {
"type": "string",
"description": "Docs path like /start-here/ or /sdk/python/ to compare before and after refresh."
},
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable."
}
}
}Force-refresh the docs indexes and return before/after hashes so content changes can be proven.
| Argument | Type | Description |
|---|---|---|
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. |
{
"type": "object",
"properties": {
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable."
}
}
}Fetch and normalize a published Tandem docs page by path or URL.
| Argument | Type | Description |
|---|---|---|
| path* | string | Docs path like /sdk/python/ or a full Tandem docs URL. |
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. |
| engine_version | string | Optional Tandem engine version hint for compatibility checks. |
{
"type": "object",
"required": [
"path"
],
"properties": {
"path": {
"type": "string",
"description": "Docs path like /sdk/python/ or a full Tandem docs URL."
},
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable."
},
"engine_version": {
"type": "string",
"description": "Optional Tandem engine version hint for compatibility checks."
}
}
}Inspect the current docs cache state for index sources and warmed pages.
No arguments.
{
"type": "object",
"properties": {}
}Recommend the best Tandem docs starting path for a desktop user, server admin, or developer.
| Argument | Type | Description |
|---|---|---|
| role* | string | The user role to optimize the docs starting point for. |
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. |
{
"type": "object",
"required": [
"role"
],
"properties": {
"role": {
"enum": [
"desktop",
"server_admin",
"developer"
],
"type": "string",
"description": "The user role to optimize the docs starting point for."
},
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable."
}
}
}Return a structured Tandem learning guide for install-engine, python-sdk, typescript-sdk, build-workflows, or headless-deploy.
| Argument | Type | Description |
|---|---|---|
| topic* | string | Named Tandem learning guide to return. |
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. |
{
"type": "object",
"required": [
"topic"
],
"properties": {
"topic": {
"enum": [
"install-engine",
"python-sdk",
"typescript-sdk",
"build-workflows",
"headless-deploy"
],
"type": "string",
"description": "Named Tandem learning guide to return."
},
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable."
}
}
}Invalidate docs cache entries for index data, all pages, or a specific page path.
| Argument | Type | Description |
|---|---|---|
| path | string | Required when target is page; identifies the specific docs path to invalidate. |
| target | string | Which cache area to invalidate. |
| docs_ref | string | Optional docs ref to scope page/index cache invalidation. |
{
"type": "object",
"properties": {
"path": {
"type": "string",
"description": "Required when target is page; identifies the specific docs path to invalidate."
},
"target": {
"enum": [
"all",
"index",
"pages",
"page"
],
"type": "string",
"description": "Which cache area to invalidate."
},
"docs_ref": {
"type": "string",
"description": "Optional docs ref to scope page/index cache invalidation."
}
}
}Recommend the next Tandem docs to read after a current page, optionally biased toward a goal.
| Argument | Type | Description |
|---|---|---|
| goal | string | Optional goal such as install Tandem, use the Python SDK, or build workflows. |
| limit | integer | Maximum number of next-doc recommendations to return. |
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. |
| current_path* | string | Current Tandem docs path the user has already read. |
{
"type": "object",
"required": [
"current_path"
],
"properties": {
"goal": {
"type": "string",
"description": "Optional goal such as install Tandem, use the Python SDK, or build workflows."
},
"limit": {
"type": "integer",
"maximum": 10,
"minimum": 1,
"description": "Maximum number of next-doc recommendations to return."
},
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable."
},
"current_path": {
"type": "string",
"description": "Current Tandem docs path the user has already read."
}
}
}Force-refresh a docs page and report whether content came from the network, cache, or stale fallback.
| Argument | Type | Description |
|---|---|---|
| path* | string | Docs path like /start-here/ or /sdk/python/ to refresh. |
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. |
| force_refresh | boolean | Whether to bypass cache and force a network refresh attempt. |
{
"type": "object",
"required": [
"path"
],
"properties": {
"path": {
"type": "string",
"description": "Docs path like /start-here/ or /sdk/python/ to refresh."
},
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable."
},
"force_refresh": {
"type": "boolean",
"description": "Whether to bypass cache and force a network refresh attempt."
}
}
}Force-refresh docs indexes and report whether data came from the network, cache, or stale fallback.
| Argument | Type | Description |
|---|---|---|
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. |
| force_refresh | boolean | Whether to bypass cache and force a network refresh attempt. |
{
"type": "object",
"properties": {
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable."
},
"force_refresh": {
"type": "boolean",
"description": "Whether to bypass cache and force a network refresh attempt."
}
}
}Search the published Tandem docs index for relevant pages.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Maximum number of matching docs pages to return. |
| query* | string | The Tandem question, task, or keyword query to search for. |
| audience | string | Optional audience filter such as developer, desktop user, or operator. |
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. Use next, refs/<sha>, or releases/<version> only when explicitly needed. |
| engine_version | string | Optional Tandem engine version hint. If supplied without docs_ref, the MCP still defaults to stable unless a matching versioned docs ref is configured. |
{
"type": "object",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"maximum": 20,
"minimum": 1,
"description": "Maximum number of matching docs pages to return."
},
"query": {
"type": "string",
"description": "The Tandem question, task, or keyword query to search for."
},
"audience": {
"type": "string",
"description": "Optional audience filter such as developer, desktop user, or operator."
},
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable. Use next, refs/<sha>, or releases/<version> only when explicitly needed."
},
"engine_version": {
"type": "string",
"description": "Optional Tandem engine version hint. If supplied without docs_ref, the MCP still defaults to stable unless a matching versioned docs ref is configured."
}
}
}Refresh the docs index and preload the most important Tandem docs pages into cache.
| Argument | Type | Description |
|---|---|---|
| docs_ref | string | Docs channel or immutable ref. Defaults to stable. |
| force_refresh | boolean | Whether to bypass cache and force fresh upstream fetches first. |
{
"type": "object",
"properties": {
"docs_ref": {
"type": "string",
"description": "Docs channel or immutable ref. Defaults to stable."
},
"force_refresh": {
"type": "boolean",
"description": "Whether to bypass cache and force fresh upstream fetches first."
}
}
}