FrancoLabs Server

Connect AI assistants to FrancoLabs — a UX research platform — over the Model Context Protocol. Let Claude, ChatGPT and other MCP clients create and manage studies, browse templates, read participant responses and analytics, run AI-grounded analysis, and turn insights into product opportunities on your behalf.

• Endpoint: https://francolabs.vercel.app/mcp
• Transport: Streamable HTTP (MCP protocol 2025-06-18)
• Auth: OAuth 2.1 (Dynamic Client Registration + PKCE) or Personal Access Token
• Registry: io.github.glauberfrancodesign/francolabs

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Connect

Claude (claude.ai / Desktop)

Settings → Connectors → Add custom connector → URL:

https://francolabs.vercel.app/mcp

Complete the OAuth consent screen — you choose exactly which scopes to grant and can toggle read-only access.

ChatGPT

Enable Developer Mode, then Settings → Connectors → Add → same URL. Authenticate via the OAuth flow.

Claude Code / Cursor (manual token)

Generate a Personal Access Token in Settings → Integrations, then:

claude mcp add --transport http francolabs \
  "https://francolabs.vercel.app/mcp" \
  --header "Authorization: Bearer <your-token>"

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Tools

Tool	Scope	Description
list_question_types	templates:read	List question/block types and their settings
list_templates	templates:read	List study templates, optionally by category
list_workspaces	projects:read	List the workspaces (teams) you belong to and your role in each
list_projects	projects:read	List your projects
get_project	projects:read	Get a single project by id
create_project	projects:write	Create a new project (optionally in a specific workspace)
list_studies	studies:read	List studies (filter by status/project)
get_study	studies:read	Get a full study with blocks and settings
create_study	studies:write	Create a study (auto-scaffolds welcome + thank-you)
update_study	studies:write	Update title, blocks, settings or project
set_study_status	studies:write	Launch / pause / resume / complete a study
delete_study	studies:write	Permanently delete a study and its responses
list_responses	responses:read	List participant responses (most recent first)
get_study_analytics	responses:read	Aggregated KPIs: NPS, completion, distributions
get_study_digest	responses:read	Deterministic, PII-free statistical digest of a study's results
run_universal_analysis	responses:read	Run/refresh the full AI analysis (digest + grounded synthesis)
analysis_chat	responses:read	Ask a natural-language question, grounded in the study's analysis
get_insights	responses:read	List curated insight cards for a study
upsert_insight	studies:write	Create or update a curated insight card
generate_study_from_objective	studies:read	Turn a research objective into a typed study skeleton
review_study_quality	studies:read	Review a study's questionnaire for survey-design issues
list_opportunities	responses:read	List product opportunities distilled from a study's insights
create_opportunity_from_insights	studies:write	Distill insights into decision-ready product opportunities

create_project and create_study write into a workspace — pass workspaceId (see list_workspaces), or omit it to use your oldest workspace by default.

Two resources are also exposed: francolabs://templates and francolabs://question-types.

Scopes

templates:read · projects:read · projects:write · studies:read · studies:write · responses:read

Tools you didn't grant are hidden from tools/list. A read-only grant blocks every write tool server-side, regardless of scopes.

Security

• Tokens are stored only as SHA-256 hashes — never in plaintext.
• Each request mints a short-lived (5 min) JWT so all data access runs under per-user row-level security; the service role is used only for the token lookup.
• Access is revocable anytime from Settings → Integrations.
• OAuth follows RFC 9728 (protected-resource discovery), RFC 8414 (AS metadata), RFC 7591 (dynamic client registration) and PKCE S256.

Source

This repository mirrors the server's source for transparency. The server runs as a Supabase Edge Function (src/mcp, src/mcp-oauth, src/_shared).

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