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docs-mcp

by ac.tandem
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Server Details

Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent setup help.

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Status
Unhealthy
Uptime
0.0% over 40 days
Last Tested
Transport
Streamable HTTP
URL
Repository
frumu-ai/tandem
GitHub Stars
87

TDQS

A3.9/5.0

Scored across 13 tools

Disambiguation4/5

Most tools have distinct purposes, but there is some overlap between refresh and compare functions. For example, refresh_doc_page and compare_doc_page_refresh both handle page refreshes, which could cause confusion. However, their descriptions clarify differences in output (e.g., hashes vs. source reports), preventing major misselection.

Naming Consistency5/5

Tool names follow a consistent snake_case pattern with clear verb_noun structures, such as get_doc, search_docs, and invalidate_docs_cache. This predictability makes it easy for agents to understand and use the toolset without confusion over naming conventions.

Tool Count5/5

With 13 tools, the count is well-scoped for a documentation server, covering key operations like fetching, searching, caching, and guiding users. Each tool serves a specific function without redundancy, making the set comprehensive yet manageable for its purpose.

Completeness5/5

The toolset provides complete coverage for documentation management, including CRUD-like operations (e.g., get, search, refresh), caching control, and user guidance. There are no obvious gaps; agents can navigate, update, and optimize docs effectively without dead ends.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 12 tool updates
    • Changedanswer_how_to2 fields changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable.",
+  "type": "string"
+}
      • addedInput schema / properties / engine_version
        Added value: +{
+  "description": "Optional Tandem engine version hint. Prefer stable docs for installed engines.",
+  "type": "string"
+}
    • Changedcompare_doc_page_refresh1 field changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable.",
+  "type": "string"
+}
    • Changedcompare_docs_index_refresh1 field changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable.",
+  "type": "string"
+}
    • Changedget_doc2 fields changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable.",
+  "type": "string"
+}
      • addedInput schema / properties / engine_version
        Added value: +{
+  "description": "Optional Tandem engine version hint for compatibility checks.",
+  "type": "string"
+}
    • Changedget_start_path1 field changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable.",
+  "type": "string"
+}
    • Changedget_tandem_guide1 field changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable.",
+  "type": "string"
+}
    • Changedinvalidate_docs_cache1 field changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Optional docs ref to scope page/index cache invalidation.",
+  "type": "string"
+}
    • Changedrecommend_next_docs1 field changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable.",
+  "type": "string"
+}
    • Changedrefresh_doc_page1 field changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable.",
+  "type": "string"
+}
    • Changedrefresh_docs_index1 field changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable.",
+  "type": "string"
+}
    • Changedsearch_docs2 fields changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable. Use next, refs/<sha>, or releases/<version> only when explicitly needed.",
+  "type": "string"
+}
      • addedInput schema / properties / engine_version
        Added value: +{
+  "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.",
+  "type": "string"
+}
    • Changedwarmup_docs_cache1 field changed
      • addedInput schema / properties / docs_ref
        Added value: +{
+  "description": "Docs channel or immutable ref. Defaults to stable.",
+  "type": "string"
+}
  2. 11 tool updates
    • Changedanswer_how_to3 fields changed
      • addedInput schema / properties / audience / description
        Added value: +"Optional audience hint such as developer, desktop user, or operator."
      • addedInput schema / properties / limit / description
        Added value: +"Maximum number of supporting docs recommendations to include."
      • addedInput schema / properties / task / description
        Added value: +"The Tandem task or question that needs a docs-grounded answer."
    • Changedcompare_doc_page_refresh1 field changed
      • addedInput schema / properties / path / description
        Added value: +"Docs path like /start-here/ or /sdk/python/ to compare before and after refresh."
    • Changedget_doc1 field changed
      • addedInput schema / properties / path / description
        Added value: +"Docs path like /sdk/python/ or a full Tandem docs URL."
    • Changedget_start_path1 field changed
      • addedInput schema / properties / role / description
        Added value: +"The user role to optimize the docs starting point for."
    • Changedget_tandem_guide1 field changed
      • addedInput schema / properties / topic / description
        Added value: +"Named Tandem learning guide to return."
    • Changedinvalidate_docs_cache2 fields changed
      • addedInput schema / properties / path / description
        Added value: +"Required when target is page; identifies the specific docs path to invalidate."
      • addedInput schema / properties / target / description
        Added value: +"Which cache area to invalidate."
    • Changedrecommend_next_docs3 fields changed
      • addedInput schema / properties / current_path / description
        Added value: +"Current Tandem docs path the user has already read."
      • addedInput schema / properties / goal / description
        Added value: +"Optional goal such as install Tandem, use the Python SDK, or build workflows."
      • addedInput schema / properties / limit / description
        Added value: +"Maximum number of next-doc recommendations to return."
    • Changedrefresh_doc_page2 fields changed
      • addedInput schema / properties / force_refresh / description
        Added value: +"Whether to bypass cache and force a network refresh attempt."
      • addedInput schema / properties / path / description
        Added value: +"Docs path like /start-here/ or /sdk/python/ to refresh."
    • Changedrefresh_docs_index1 field changed
      • addedInput schema / properties / force_refresh / description
        Added value: +"Whether to bypass cache and force a network refresh attempt."
    • Changedsearch_docs3 fields changed
      • addedInput schema / properties / audience / description
        Added value: +"Optional audience filter such as developer, desktop user, or operator."
      • addedInput schema / properties / limit / description
        Added value: +"Maximum number of matching docs pages to return."
      • addedInput schema / properties / query / description
        Added value: +"The Tandem question, task, or keyword query to search for."
    • Changedwarmup_docs_cache1 field changed
      • addedInput schema / properties / force_refresh / description
        Added value: +"Whether to bypass cache and force fresh upstream fetches first."
  3. 13 tool updates
    • First observedanswer_how_to
    • First observedcompare_doc_page_refresh
    • First observedcompare_docs_index_refresh
    • First observedget_doc
    • First observedget_docs_cache_status
    • First observedget_start_path
    • First observedget_tandem_guide
    • First observedinvalidate_docs_cache
    • First observedrecommend_next_docs
    • First observedrefresh_doc_page
    • First observedrefresh_docs_index
    • First observedsearch_docs
    • First observedwarmup_docs_cache

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