Hunchful is a remote MCP server that gives an AI agent 7 tools, among them add_hunch, apply_refinement, find_complementary_thinkers. It answers at https://hunchful.io/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 6 of 6 times since 11 September 2026; the last check, on 24 October 2026, succeeded.
Read and grow a person's falsifiable, consent-based model of how they work with AI (CMP).
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
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. Only re Inputs: modelId, editToken, name, poleA, poleB, pole |
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. Inputs: modelId, editToken, items |
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 pag Inputs: modelId |
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 the Inputs: modelId, editToken, direction |
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. Inputs: modelId, contributionToken, items |
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. Inputs: modelId |
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 answer. Inputs: modelId, contributionToken, name, poleA, poleB, question |
Every block below points at https://hunchful.io/mcp. Pick your client and copy.
claude mcp add --transport http hunchful https://hunchful.io/mcp
{
"mcpServers": {
"hunchful": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://hunchful.io/mcp"]
}
}
}{
"mcpServers": {
"hunchful": {
"url": "https://hunchful.io/mcp"
}
}
}{
"servers": {
"hunchful": {
"type": "http",
"url": "https://hunchful.io/mcp"
}
}
}{
"context_servers": {
"hunchful": {
"url": "https://hunchful.io/mcp"
}
}
}{
"mcpServers": {
"hunchful": {
"serverUrl": "https://hunchful.io/mcp"
}
}
}{
"mcpServers": {
"hunchful": {
"url": "https://hunchful.io/mcp"
}
}
}name: Hunchful
version: 0.0.1
schema: v1
mcpServers:
- name: Hunchful
type: streamable-http
url: https://hunchful.io/mcp{
"mcpServers": {
"hunchful": {
"httpUrl": "https://hunchful.io/mcp"
}
}
}{
"mcpServers": {
"hunchful": {
"type": "http",
"url": "https://hunchful.io/mcp"
}
}
}{
"mcpServers": {
"hunchful": {
"url": "https://hunchful.io/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fhunchful.io%2Fmcp&type=streamable_http&id=hunchful&name=Hunchful
It answered our last check on 24 October 2026 in 261 ms. Over 6 checks since 11 September 2026 it answered 6. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by hunchful.io and served from hunchful.io, the vendor's own domain: https://hunchful.io/mcp.
7, as returned by the server's own tools/list on 22 September 2026: add_hunch, apply_refinement, find_complementary_thinkers, find_matches, propose_refinement, read_model, suggest_question.
It answered our last check on 24 October 2026 in 261 ms. Over 6 checks since 11 September 2026 it answered 6.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://hunchful.io/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: io.hunchful. Endpoint host: hunchful.io. ARD identifier: urn:air:io.hunchful:mcp:hunchful.
First indexed 10 September 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.