An experimental AI research platform for Indonesian stocks. Specialized agents study each stock's timeseries, sector rotation, money flow, narrative sentiment and market maker behavior, and join what they find to the news in one knowledge graph.
Access is by invitation. Message @jalankaki10k on X
Use cases
scheduleafter the IDX closeTimeseriesEvery pattern dated the day it formed.
Five agents study every listed stock after the close. Each reads its own part of the market and adds what it found to the graph, dated the day it held.
The ended view is kept, with its reason. Drag the date to see the graph as it stood then.
Search any stock, indicator or event and open its relations. Each one shows its direction, its source and the date it started to hold.
Claude2025-06-20BI RateWhy did the IHSG slip that week?
An answer from dated relations, misreads left out.
Connect Claude, Codex, Cursor or any MCP client. Your agent asks the graph and the agents' research directly, as it stood on any date.
Numbers
The whole platform. The graph further down is a small sample of it, with names, facts and story texts masked for the public page.
Overview
Price, volume and ratios tell you what moved. They don't tell you why, or what moved with it.
The why lives in stories: a board meeting, a rate decision, foreign funds moving into bonds, a broker accumulating quietly.
Momentum's agents read the market every day and join what they find to those stories in one knowledge graph.
Every relation keeps its direction and the date it started to hold, so you can trace what moved what, and since when.
Live graph
How it works
Momentum's input is writing: weekly summaries, news, corrections. Follow one story from the text to the graph as you scroll.
1Ingest
A weekly summary, a news item or a correction, dated when it happened, not when it was typed. The two dates are kept apart.
add_episodeThe BI board meeting raised the BI Rate. The 10Y SUN yield climbed as foreign flows moved into bonds, and the IHSG slipped.
Queued for extraction
2Extract
Events, indicators and companies are taken from the text, with the relations between them and the direction of each.
The BI board meeting raised the BI Rate. The 10Y SUN yield climbed as foreign flows moved into bonds, and the IHSG slipped.
3Review
Extractions wait in a review queue. Misreads are retracted, not deleted, so the history stays whole.
The retracted relation stays in the history, dashed. It never reaches the graph's answers.
4Trace
Every relation keeps its direction, so you can trace why: from an event, through each indicator it touched, to the index.
5Time
When a view turns out wrong, the old one isn't deleted: it's ended, with the reason. So you can see the view on any date, not just the latest.
As of now, the graph held
“A BI Rate cut helps bank stocks only while net interest margins hold up”
Corrected Jun 2025Reason kept: The effect on banks depended on their net interest margins.
add_episodeThe BI board meeting raised the BI Rate. The 10Y SUN yield climbed as foreign flows moved into bonds, and the IHSG slipped.
Queued for extraction
From story to graph
Ingest, extract, review, trace, and look back. All in the same graph.
Over MCP
Why did the IHSG slip in the week of 18 June 2025?
Found 3 momentum toolstools/list
search_brainget_episode_resultget_pending_reviewsearch_brainIHSG slip · at 2025-06-20
4 relations, each dated 18 Jun 2025
search_brainBI Rate and the IHSG · at 2025-06-20
1 misread, retracted in review
get_episode_resultweekly summary, 18 Jun 2025
The source story and its review
The BI board meeting raised the BI Rate on 18 June 2025. The 10Y SUN yield climbed, foreign flows moved into bonds, and the IHSG slipped with them. A direct link from the BI Rate to the IHSG was read from the same story but retracted in review, so it is left out.
Example session: the question “Why did the IHSG slip in the week of 18 June 2025?” lists momentum's MCP tools, calls search_brain twice as of 20 June 2025 and get_episode_result for the source story, and replies: The BI board meeting raised the BI Rate on 18 June 2025. The 10Y SUN yield climbed, foreign flows moved into bonds, and the IHSG slipped with them. A direct link from the BI Rate to the IHSG was read from the same story but retracted in review, so it is left out.
Answers come from dated relations, not from a model's memory. A misread retracted in review stays out of the answer, and the history stays whole. Sign in to the console for your MCP address and access token.
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Open the console to trace the full graph, or connect your own agent over MCP.