For AI assistants
Use Finally Seen from your AI assistant.
Finally Seen publishes a public Model Context Protocol (MCP) server. Any MCP-capable LLM — ChatGPT (Pro / Business / Enterprise), Claude Desktop, Cursor, Codex, Continue — can run the assessment and complete a £39 one-off Stripe checkout for you without leaving the chat. Card data never flows through MCP; payment happens on Stripe's hosted page.
MCP endpoint
https://finallyseen.org.uk/mcp
- Transport: Streamable HTTP (per MCP spec 2025-06-18)
- Auth: none — public product surface
- Descriptor: https://finallyseen.org.uk/.well-known/mcp.json
- Agent runbook: https://finallyseen.org.uk/llms.txt
ChatGPT
Custom MCP connectors are available on ChatGPT Pro, Business, and Enterprise. In ChatGPT: open Settings → Connectors → Advanced → Add custom connector, paste the endpoint below, and enable it in the composer. Free and Plus tiers cannot add custom MCP connectors today — use one of the other clients below, or use Finally Seen directly on the site.
https://finallyseen.org.uk/mcpClaude Desktop
Add this to your claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\) and restart Claude.
{
"mcpServers": {
"finally-seen": {
"url": "https://finallyseen.org.uk/mcp"
}
}
}Cursor
Add this to ~/.cursor/mcp.json (global) or .cursor/mcp.json in a project.
{
"mcpServers": {
"finally-seen": {
"url": "https://finallyseen.org.uk/mcp"
}
}
}Codex CLI / other MCP clients
Add the endpoint to ~/.codex/config.toml (or the equivalent in Continue, Zed, Windsurf, etc.):
[mcp_servers.finally-seen]
url = "https://finallyseen.org.uk/mcp"What the assistant can do
Nine tools, grouped in two runbooks. Both £39 SKUs run to Stripe checkout entirely inside the chat.
list_conditions
Every condition Finally Seen supports, with the NICE guideline code the GP letter will cite.
get_condition
Full detail for one condition: NICE guideline, what GPs typically miss, what the letter asks for.
list_guides
Plain-English UK patient-rights guides (NHS complaints, Right to Choose, PIP, EHCP, HRT).
list_pip_activities
The 12 DWP PIP activities in descriptor language, for staging a PIP Evidence Pack.
get_sponsorship_pool
How many sponsored (free) letters are currently available from the community pool.
start_assessment
Stage a submission for a GP letter, Right to Choose referral, or PIP Evidence Pack. Nothing is charged yet.
create_letter_checkout
Turn a staged submission into a Stripe hosted checkout URL (£39 one-off). Payment happens on Stripe.
get_letter_status
Fetch the finished letter or PIP pack plus the NHS / NICE / DWP citations underpinning it.
request_sponsored_letter
Reserve a sponsored letter for a patient who cannot afford the £39 fee.
Runbooks
GP letter or Right to Choose referral
- list_conditions — confirm the condition.
- start_assessment with kind: "gp_letter" (or "rtc_letter").
- create_letter_checkout — hand the Stripe URL to the patient.
- After payment: get_letter_status to fetch the letter and NHS / NICE citations.
PIP Evidence Pack
- list_pip_activities — get the 12 valid activity keys.
- start_assessment with kind: "pip_evidence" and activitiesAffected.
- create_letter_checkout — routing to the PIP price is automatic.
- After payment: get_letter_status for the pack + DWP / PIP Regs grounding.
Prefer plain HTTP?
The same surface is exposed as REST at https://finallyseen.org.uk/api/public/v1 (CORS *) with a full OpenAPI 3.1 spec at /api/public/openapi.json.
Guardrails
- Not medical, legal, or benefits advice. Not affiliated with the NHS, DWP, HMCTS, or any local authority.
- Award outcomes are never guaranteed. The GP-letter and PIP-pack money-back promises are about our fee, not any clinical or DWP decision — see /refunds.
- Every clinical / statutory claim in a generated document cites the named NICE, NHS, GMC, or DWP source verbatim. Do not paraphrase citations.
- UK service. NHS England-focused pathways; Scotland / Wales / NI noted where relevant.
Building an agent, integration, or MCP client that wants to embed Finally Seen? Email hi@finallyseen.org.uk — we'll help you wire it up.