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Evidence for your next connection.

Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · Automation & workflows

ac.tandem/docs-mcp

By tandem.ac Verified namespace

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

WebsiteSource codeAI models & agentsProductivity & docs
Connect to ac.tandem/docs-mcp
Checks passed
13 / 22

2 failed · 7 not measured

Median response
350 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
13

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
400
Publisher identityCan the publisher be traced to its source?
321

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 350 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name ac.tandem/docs-mcp.

  • Pass
    Lists tools

    tools/list returned 13 tools.

  • Pass
    Current protocol

    Negotiated 2025-06-18. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 350 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 350 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Pass
    Parameters documented

    34 of 34 parameters have a description (100%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Pass
    Source repo linked

    A repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Fail
    Recently updated

    Updated 2026-04-22T21:06:34.500049Z, which is older than 180 days.

  • Fail
    Open-source licence

    GitHub does not report an OSI licence.

Start using ac.tandem/docs-mcp

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http ac-tandem-docs-mcp https://tandem.ac/mcp

Capabilities

Tools 13

answer_how_to

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

Discovered
compare_doc_page_refresh

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

Discovered
compare_docs_index_refresh

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

Discovered
get_doc

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

Discovered
get_docs_cache_status

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

Discovered
get_start_path

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

Discovered
get_tandem_guide

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

Discovered
invalidate_docs_cache

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

Discovered
recommend_next_docs

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

Discovered
refresh_doc_page

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

Discovered
refresh_docs_index

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

Discovered
search_docs

Search the published Tandem docs index for relevant pages.

Discovered
warmup_docs_cache

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

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected350 ms13

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