WhatShouldMyBotDo
REMOTE · WHATSHOULDMYBOTDO.COM
Pick the first AI agent for a small business. Read-only planner tools with links to setup guides.
Available components
Last scanned (11 hours ago)
Scores higher than 64% of remote servers
Reachable. Last reached 23 Oct 2026.
Category AI and Machine Learning
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score → Why this is hard to score →
Endpoint Security83
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- No authorisation is required to call this server. Every tool declares its destructiveHint and none is destructive, so open access doesn't expose one. See how to fix → View diagnostics → Partial
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC is configured correctly; the domain's records validate against the full chain to the root. View diagnostics → Pass
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability61
- AI-judged instruction clarity (excellent).Pass
- Context-footprint check failed: tool/resource definitions use about 944 tokens (~314/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management7
- Stability observed for 2 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 22 Oct 26 +1
- Stability: unverified → 0.03 ▲ functional
- 21 Oct 26 72
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 23 Oct 2026 · Probed https://whatshouldmybotdo.com/api/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=whatshouldmybotdo.com | CN=YR1,O=Let's Encrypt,C=US | 15 Oct 2026 | 13 Jan 2027 | RSA 2048 | SHA256-RSA | 63d2a7275c3672a57425664bf9840a54beb |
| SANs: whatshouldmybotdo.com | ||||||
| CN=YR1,O=Let's Encrypt,C=US (CA) | CN=Root YR,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | RSA 2048 | SHA256-RSA | a20253f15f2691c05dc1ce13b9bcca4e |
| CN=Root YR,O=ISRG,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | RSA 4096 | SHA256-RSA | f24b6d17f9d9ad7cb1c9fea78782699f |
Background: What to check on a remote MCP endpoint →
DNSSEC secure
Validation of whatshouldmybotdo.com. — Secure
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| whatshouldmybotdo.com. | present | 2082 | 13 | Verified |
| whatshouldmybotdo.com. | Verified address RRset verified with the apex keys |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=63072000 |
| content-security-policy | frame-ancestors 'self'; base-uri 'self'; object-src 'none'; upgrade-insecure-requests |
| x-content-type-options | nosniff |
| x-frame-options | SAMEORIGIN |
| referrer-policy | strict-origin-when-cross-origin |
| permissions-policy | camera=(), geolocation=(), microphone=(self), payment=(), usb=(), browsing-topics=() |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://whatshouldmybotdo.com/api/mcp | Verified | 200 | |
| http (plaintext) | http://whatshouldmybotdo.com/api/mcp | HTTPS enforced | 308 | https://whatshouldmybotdo.com/api/mcp |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
get_template Get a copy-paste agent routine ~139
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.
| Name | Type | Req | Description |
|---|---|---|---|
| ai_tool | string | – | Which AI tool the routine is written for. One of: grok (Grok Bot), chatgpt (ChatGPT), claude (Claude), n8n (n8n). Default grok. |
| slug | string | yes | Use-case slug from search_use_cases or plan_first_agent, e.g. "lead-follow-up-sequences". |
No output schema declared.
No examples provided.
plan_first_agent Plan my first AI agent ~594
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.
| Name | Type | Req | Description |
|---|---|---|---|
| ai_tool | string | – | Q4 "Which AI tool will run your bots?" One of: grok (Grok Bot), chatgpt (ChatGPT), claude (Claude), n8n (n8n). Default grok. |
| apps | array | – | Q3 "Which apps does your business already use?" Up to 12 of: gmail (Gmail / email), calendar (Google Calendar), slack (Slack), notion (Notion), sheets (Google Sheets / Excel), crm (CRM (HubSpot, GHL…… |
| business_type | string | yes | Q1 "What kind of business do you run?" One of: solo-founder (Solo founder), agency-owner (Agency owner (marketing, web, AI)), realtor (Real estate agent / team), medical-office (Dental / medical offi… |
| first_goal | string | – | Q5 "What do you want first?" One of: customers (Win more customers), never-miss (Never miss a customer message), admin (Get admin and invoices off my plate), inbox (Get my inbox under control), conte… |
| time_drains | array | yes | Q2 "What eats most of your week?" 1 or 2 of: email (Email & inbox), leads (Finding & following up leads), content (Creating content), scheduling (Scheduling & bookings), support (Customer support / c… |
No output schema declared.
No examples provided.
search_use_cases Search AI agent use cases ~101
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.
| Name | Type | Req | Description |
|---|---|---|---|
| query | string | yes | Plain words for the job you want a bot to do, e.g. "follow up leads" or "invoice reminders". 2-100 characters. |
No output schema declared.
No examples provided.
How do I install the WhatShouldMyBotDo MCP server?
WhatShouldMyBotDo is a hosted endpoint at https://whatshouldmybotdo.com/api/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · whatshouldmybotdo.com
claude mcp add --transport http com-whatshouldmybotdo-planner 'https://whatshouldmybotdo.com/api/mcp'
What is the WhatShouldMyBotDo MCP server?
WhatShouldMyBotDo is an MCP server listed in the public MCP registry as com.whatshouldmybotdo/planner. Pick the first AI agent for a small business. Read-only planner tools with links to setup guides. This page covers its hosted endpoint (https://whatshouldmybotdo.com/api/mcp).
Is the WhatShouldMyBotDo MCP server safe to use?
WhatShouldMyBotDo scores 73 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
What tools does the WhatShouldMyBotDo MCP server expose?
WhatShouldMyBotDo exposes 3 tools: plan_first_agent, search_use_cases, get_template. Their descriptions and schemas cost roughly 834 tokens of context every time the server is loaded.
Does the WhatShouldMyBotDo MCP server require authentication?
No. We connected to WhatShouldMyBotDo without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the WhatShouldMyBotDo MCP server still maintained?
WhatShouldMyBotDo is still listed as active in the MCP registry. We last reached this channel on 23 October 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.