Hunchful MCP server

Remote MCP server: https://hunchful.io/mcp (Streamable HTTP)

Hunchful is an open implementation of the Cognitive Model Protocol (CMP): a person makes a revisable, falsifiable model of how they collaborate best with AI — hunches with a confidence, an uncertainty, and what would change my mind — at a permanent URL any agent can read. This server lets your assistant read that model, adapt to it, and help it grow slowly, with the person approving everything that matters.

Add it

Claude — Settings → Connectors → Add custom connector → https://hunchful.io/mcp

ChatGPT (developer mode) — Settings → Connectors → Add → URL https://hunchful.io/mcp, auth OAuth (sign in with your Hunchful account to act on your own model) or none (open reads; pass keys as tool arguments).

Anything else — any MCP client that speaks Streamable HTTP. OAuth 2.1 with PKCE + dynamic client registration; discovery at /.well-known/oauth-authorization-server.

Related MCP server: DiviDen MCP Server

Tools (rising trust)

Tool	Auth	What it does
`read_model`	none	The full model: hunches with confidence, uncertainty, falsifier, pole labels, situational activation rules, and the open-questions to-do list.
`find_complementary_thinkers`	none	Which famous thinkers would complete this person — opposite poles on the axes where opposites unstick each other.
`propose_refinement`	contribution key / OAuth	Strengthen/weaken suggestions → the owner's confirm queue. Nothing applies until they accept.
`suggest_question`	contribution key / OAuth	Propose a NEW axis as a question → the owner's inbox (+ opt-in email).
`apply_refinement`	edit key / OAuth owner	Direct, logged, reversible confidence nudges with private evidence pointers.
`add_hunch`	edit key / OAuth owner	Record a hunch the person just confirmed in conversation — visible, revisable, removable.
`find_matches`	edit key / OAuth owner	Look for complementary people. Agents propose; humans accept — double opt-in, identities never revealed by the tool.

The rules the server enforces

Everything is a hypothesis — revisable positions on two-poled axes, never labels.
Nothing is silent — every write is logged in the model's revision history; evidence entries are individually deletable and revert exactly what they applied.
Provenance pointers only — no conversation text, quotes, or third-party names, ever.
Never identity — a protected-attribute screen rejects axes about religion, politics, health, ethnicity, gender, sexuality, or neurotype on every write path.
Situational hunches apply only when the person says they're in the state.
Slow by design — the model asks agents for at most one suggestion a day, one new question a week, and silence when nothing real happened.

Links

Agent guide: https://hunchful.io/agent
Machine-readable model example: https://hunchful.io/m/{id}/cmp.json
Protocol: https://github.com/filinils/cognitive-model-protocol
Discovery: https://hunchful.io/llms.txt

The Hunchful app itself is a private codebase; this repo documents its public MCP surface.

This server cannot be installed

F

license - not found

-

quality - not tested

C

maintenance

How are these scores calculated?

Maintenance

–Maintainers

–Response time

–Release cycle

–Releases (12mo)

Commit activity

Resources

GitHub Repository

Need Help?

Related Servers

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Hunchful