Your questions
list_questions
The decisions you are working on in SwingFactor.
MCP & AI
Use SwingFactor from your AI
Connect Claude, ChatGPT or another assistant that speaks the Model Context Protocol to SwingFactor. It signs in as you, and does what your account can do.
Connect
Three steps
Add the server
In your assistant's connectors or integrations, add https://mcp.swingfactor.ai/mcp.
Sign in
Your assistant opens SwingFactor's sign-in. Allow it, and it can work with your account — nothing more than you can.
Ask
“what could change our decision” · “challenge the evidence for this claim” · “what is waiting for me”
Server address: https://mcp.swingfactor.ai/mcp
15 tools
What the SwingFactor MCP Server can do
Reads and explains: Looks, and changes nothing.
A question at a glance
get_question_overview
One question as it stands.
Where a question stands in the method, and what next
guide_question
Where one question is in SwingFactor’s method and what the method asks next.
How SwingFactor works a question
get_method
SwingFactor’s method, in full.
What waits on you
list_items_to_review
Everything in a workspace’s questions that waits on a person.
What could change the decision
what_could_change_the_decision
The decision-critical set, explained.
The claims a question rests on
list_claims
A question’s claims, numbered as the app numbers them.
One claim, in full
get_claim
Everything about one claim.
What rests on a claim, or what it rests on
trace_claim
Follow the accepted dependencies from one claim: downstream, what else would change if it changed; upstream, everything it rests on.
The options side by side
compare_options
The same counts for every option.
The ways of taking each option
get_frontier
The configuration frontier.
The challenges raised
list_challenges
Every challenge raised against a question’s model, open ones first.
What changed
whats_changed
What changed in a question’s model.
A question’s sources
list_sources
The documents and web pages a question is argued from.
Read an uploaded document
read_source
The text of a document uploaded to the workspace’s library, as SwingFactor read it out, a part at a time.
20 tools
Adds and changes
Writes to your account, as you.
Ask a question
ask_question
Ask a new question in a workspace, whole.
Change how a question is put
update_question
Change how a question is put.
Add options or scenarios
add_options_and_scenarios
Add options the question chooses between, or scenarios it is tested under, to a question already asked.
Add claims
add_claims
Add claims (propositions) a question depends on.
Add evidence
add_evidence
Record evidence for or against claims.
Say which claims rest on which
link_claims
Say that one claim rests on another, and by what mechanism.
Say which options a claim bears on
set_bearings
For each claim, say every option it bears on.
Add the numbers a claim turns on
add_numbers
Name an uncertain quantity a claim turns on, and add each party’s range for it and any break-even.
Say who the decision affects
set_who_it_affects
Say who the decision affects, and how.
Map the ways of taking each option
build_frontier
The configuration frontier, for a question at full depth.
Add sources to argue a question from
add_sources
Put web pages to a question as its sources: each goes into the workspace’s library (or is found there), and is listed with the question.
Challenge part of the model
raise_challenges
Object to a claim, a piece of evidence, a dependency, a range or a break-even, as a sceptic would.
Have SwingFactor draft the model
start_draft
Start SwingFactor’s own analyst on a question.
Stop SwingFactor’s draft
stop_draft
Stop a running draft.
Record the person’s verdicts
decide
Record the person’s verdicts on what waits on them.
Say what challenges did to the model
resolve_challenges
Resolve challenges as the question’s editor.
Change what is in the model
edit_items
Change things already in the model.
Freeze the model under a name
freeze_snapshot
Freeze the question’s model as it stands, under a name.
Record the decision
record_decision
Record what the person decided.
Record what happened after
record_outcome
Record, after a decision, what happened — and, where it bears on one, whether a claim held: held, partly, did-not-hold or too-early.
1 tool
Removes
Takes something out, as you.
Take things out of the model
delete_items
Delete things from the model, each by its kind and id.
For developers
Where everything is
- Server
https://mcp.swingfactor.ai/mcp- Transport
- Streamable HTTP, stateless
- Sign-in
- OAuth 2.1 with PKCE, with a SwingFactor account
Bring your AI to the next decision
Seven days free on Investigator or Institute. Connect your assistant and start with the question you are least sure of.