io.hunchful/hunchful
io.hunchful/hunchful · v1.0.0 · MCP 2025-11-25
Read and grow a person's falsifiable, consent-based model of how they work with AI (CMP).
Reachability
reachable
checked 2026-07-14 04:30 UTC
Registry status active
Tools pinned 7
98a39c6194bf
Tools last changed
unchanged since first capture 2026-07-14
Provenance
Registry namespace io.hunchful
(domain verified by the official registry)
Repository
github.com/filinils/hunchful-mcp
Website
https://hunchful.io
Remote endpoints
https://hunchful.io/mcp (streamable-http)
Observed changes
| When (UTC) | Event | Detail |
|---|---|---|
| 2026-07-14 03:23 | first capture | 7 tools pinned |
Pinned tool definitions (7)
| Tool | Description |
|---|---|
| read_model | Read a Hunchful collaboration model: its hunches (axis, pole, confidence), the axis ids you can refine, and how you're connected. Start here. With OAuth, omit modelId to read the connected person's own model. |
| propose_refinement | Propose a refinement (provenance pointers only). It lands in the owner's confirm queue — nothing changes until they accept. Authorized by OAuth (own model) or a contributionToken. |
| suggest_question | Suggest a NEW question/axis for the person — a dimension their model doesn't capture (situational axes welcome: name it 'When <situation>'). It lands in their Hunchful inbox and, by default, emails them; nothing is added until they... |
| add_hunch | Record a NEW hunch the person just confirmed in conversation — a custom axis with their answer, added directly to their model (visible, revisable, removable by them). OWNER-LEVEL trust required: OAuth as the owner, or the editToken.... |
| find_complementary_thinkers | Which famous thinkers would COMPLETE this person — opposite poles on the axes where opposites unstick each other (not similarity). Open read; great for curiosity and for explaining what a complementary collaborator looks like. Share the... |
| find_matches | Look for complementary PEOPLE for the connected person (rule: agents propose, humans accept — this creates pending proposals the human decides on in their Hunchful hub; identities are never revealed here). Requires OAuth as the owner or... |
| apply_refinement | Apply a refinement directly as one logged revision (append evidence pointers, nudge confidence). Authorized by OAuth (own model) or an editToken. Prefer propose_refinement unless the owner asked for direct writes. |
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