ZBS Index What actually exists in applied AI, with the source next to it

mcp server

docs-mcp

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

Description as published by the maintainer. Source

  • version 0.3.2
  • active

active — Most recent push to the repository was 2026-08-05.

What this server can do

13 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

answer_how_to(task, limit, audience, docs_ref, engine_version)
Answer how to install or use Tandem, build workflows, or use the SDKs by synthesizing relevant published docs. Required: task.
compare_doc_page_refresh(path, docs_ref)
Force-refresh a docs page and return before/after hashes so page content changes can be proven. Required: path.
compare_docs_index_refresh(docs_ref)
Force-refresh the docs indexes and return before/after hashes so content changes can be proven.
get_doc(path, docs_ref, engine_version)
Fetch and normalize a published Tandem docs page by path or URL. Required: path.
get_docs_cache_status
Inspect the current docs cache state for index sources and warmed pages.
get_start_path(role, docs_ref)
Recommend the best Tandem docs starting path for a desktop user, server admin, or developer. Required: role.
get_tandem_guide(topic, docs_ref)
Return a structured Tandem learning guide for install-engine, python-sdk, typescript-sdk, build-workflows, or headless-deploy. Required: topic.
invalidate_docs_cache(path, target, docs_ref)
Invalidate docs cache entries for index data, all pages, or a specific page path.
recommend_next_docs(goal, limit, docs_ref, current_path)
Recommend the next Tandem docs to read after a current page, optionally biased toward a goal. Required: current_path.
refresh_doc_page(path, docs_ref, force_refresh)
Force-refresh a docs page and report whether content came from the network, cache, or stale fallback. Required: path.
refresh_docs_index(docs_ref, force_refresh)
Force-refresh docs indexes and report whether data came from the network, cache, or stale fallback.
search_docs(limit, query, audience, docs_ref, engine_version)
Search the published Tandem docs index for relevant pages. Required: query.
warmup_docs_cache(docs_ref, force_refresh)
Refresh the docs index and preload the most important Tandem docs pages into cache.

Last successful function declaration observed on . Source: https://tandem.ac/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://tandem.ac/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
GitHub stars 114 Number of GitHub accounts that bookmarked this repository since it was created. It is a bookmark count, not installs, not active users and not quality. cumulative, all time GitHub
Last commit 2026-08-05 Date of the most recent push to any branch. This is the strongest cheap indicator of whether the project is still maintained. point in time GitHub
Open issues 0 Open issues plus open pull requests, as GitHub counts them together. A high number can mean an active project or an abandoned one. as of fetch GitHub
Latest published version 0.3.2 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-04-22 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-04-22 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
repository status active The repository exists on GitHub and is not archived. This says nothing about how recently it was worked on. as of fetch GitHub
mcp tools declared 13 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe tandem.ac
mcp endpoint status ok The server listed 13 functions when asked. as of probe tandem.ac

Where to get it

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These share tags the maintainers applied themselves, such as openai, openrouter, governance, human-in-the-loop. Common tags like "mcp" or "ai" are ignored for this: agreeing with six hundred other projects is not a similarity.

This is not a recommendation and not a test result. It is a map of what the authors said their work is about.

How the author describes it

Topics the maintainer set on GitHub: agentic-workflow, anthropic, governance, governed-execution, help-wanted, human-in-the-loop, local-first, openai, openrouter.

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. frumu-ai/tandem on GitHub — GitHub, observed , trust tier 3.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.
  3. Tools declared by the MCP server at https://tandem.ac/mcp — tandem.ac, observed , trust tier 1.