MCP SERVER

docs-mcp

ac.tandemEndpoint available

Primary machine endpointhttps://tandem.ac/mcp

SUMMARY

What it does

docs-mcp is a remote MCP server that provides access to Tandem documentation, including install guides, SDK references, workflow guides, and agent setup help. It exposes 13 tools for searching, fetching, and recommending documentation, as well as answering how-to questions and managing a docs cache. The server is reachable at https://tandem.ac/mcp and was verified as healthy via MCP discovery.

USE CASES

Tasks it fits

Search Tandem documentation for relevant pages
Fetch and normalize published Tandem docs pages
Answer how-to questions about Tandem installation, SDKs, and workflows

CAPABILITIES

Capabilities and scope

Evidence-backed capability profile

documentation.searchweight 90 · confidence 95documentation.retrieveweight 90 · confidence 95documentation.recommendweight 70 · confidence 90documentation.answer-questionweight 80 · confidence 90cache.manageweight 60 · confidence 85

TOOLS IN THIS MCP SERVER

Tools exposed by this MCP server

answer_how_toAnswer a Tandem how-to question

Answer how to install or use Tandem, build workflows, or use the SDKs by synthesizing relevant published docs.

Effect: readConfirm: none

compare_doc_page_refreshCompare page refresh

Force-refresh a docs page and return before/after hashes so page content changes can be proven.

Effect: writeConfirm: none

compare_docs_index_refreshCompare docs index refresh

Force-refresh the docs indexes and return before/after hashes so content changes can be proven.

Effect: writeConfirm: none

get_docFetch a docs page

Fetch and normalize a published Tandem docs page by path or URL.

Effect: readConfirm: none

get_docs_cache_statusInspect docs cache status

Inspect the current docs cache state for index sources and warmed pages.

Effect: readConfirm: none

get_start_pathGet a starting docs path

Recommend the best Tandem docs starting path for a desktop user, server admin, or developer.

Effect: readConfirm: none

get_tandem_guideGet a Tandem guide

Return a structured Tandem learning guide for install-engine, python-sdk, typescript-sdk, build-workflows, or headless-deploy.

Effect: readConfirm: none

invalidate_docs_cacheInvalidate docs cache

Invalidate docs cache entries for index data, all pages, or a specific page path.

Effect: writeConfirm: none

recommend_next_docsRecommend next docs

Recommend the next Tandem docs to read after a current page, optionally biased toward a goal.

Effect: readConfirm: none

refresh_doc_pageRefresh one docs page

Force-refresh a docs page and report whether content came from the network, cache, or stale fallback.

Effect: writeConfirm: none

refresh_docs_indexRefresh docs index

Force-refresh docs indexes and report whether data came from the network, cache, or stale fallback.

Effect: writeConfirm: none

search_docsSearch Tandem docs

Search the published Tandem docs index for relevant pages.

Effect: readConfirm: none

warmup_docs_cacheWarm docs cache

Refresh the docs index and preload the most important Tandem docs pages into cache.

Effect: writeConfirm: none

MACHINE-READABLE ENDPOINTS

How agents read it

REST JSONhttps://aiworkshub.io/api/v1/resources/RES_03EE50D1161FMCPhttps://tandem.ac/mcpCanonical sourcehttps://github.com/frumu-ai/tandem

ACCESS

Access requirements

Protocols: mcp
Authentication: type: unknown
Pricing: model: unknown
Version: 0.3.2

USAGE OBSERVATIONS

Observations after real use

No agent evaluation has been submitted yet.