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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 · Code & DevOps

WhatShouldMyBotDo

By whatshouldmybotdo.com Verified namespace

Pick the first AI agent for a small business. Read-only planner tools with links to setup guides.

WebsiteAI models & agents
Connect to WhatShouldMyBotDo
Checks passed
13 / 22

1 failed · 8 not measured

Median response
877 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
3

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Outdated check

Last connection measurement is over 24 hours old. Current availability is unknown.

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?
312

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 877 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-11-25, serverInfo.name whatshouldmybotdo.

  • Pass
    Lists tools

    tools/list returned 3 tools.

  • Pass
    Current protocol

    Negotiated 2025-11-25. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 877 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 877 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

    8 of 8 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.

  • Fail
    Source repo linked

    No 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.

  • Pass
    Recently updated

    Updated 2026-10-21T11:38:37.842471Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using WhatShouldMyBotDo

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 whatshouldmybotdo https://whatshouldmybotdo.com/api/mcp

Capabilities

Tools 3

get_template

Get the copy-paste routine (instructions) for one WhatShouldMyBotDo use case, written for Grok Bot, ChatGPT, Claude or n8n. Read-only. Every routine is drafts-first: the user reviews before anything is sent or posted.

Discovered
plan_first_agent

Recommend the first AI agent (bot) a small business should set up, plus the next 3 jobs to add, from the same 5 questions and the same ranking as the free planner at whatshouldmybotdo.com/tools/what-should-my-bot-do. Read-only, no account, nothing is saved. Ask the user the 5 questions first; do not guess their answers. Returns titles, why it fits, estimated hours saved a week (estimates, not guarantees), schedule, and links to each guide and the full plan on the site.

Discovered
search_use_cases

Search the WhatShouldMyBotDo library of AI agent use cases for small businesses by plain words. Read-only. Returns up to 8 matches with slug, title, one-line summary, schedule and a link to the guide. Use a slug from here with get_template.

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected877 ms3

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