Skip to content

[WIP] Add institution connectors and knowledge graph features#78

Closed
Copilot wants to merge 1 commit intomainfrom
copilot/feat-institution-connectors-knowledge-graph
Closed

[WIP] Add institution connectors and knowledge graph features#78
Copilot wants to merge 1 commit intomainfrom
copilot/feat-institution-connectors-knowledge-graph

Conversation

Copy link
Contributor

Copilot AI commented Mar 22, 2026

Thanks for assigning this issue to me. I'm starting to work on it and will keep this PR's description up to date as I form a plan and make progress.

Original prompt

This section details on the original issue you should resolve

<issue_title>feat: institution connectors + knowledge graph + multi-agent MCP</issue_title>
<issue_description>## Summary
Phase 4 — long-term platform capabilities.

Institution Connectors

  • Connect to bank/credit card APIs for automatic import
  • Replace file-based ingestion for supported institutions
  • Maintain manual import as fallback

Knowledge Graph

  • Full knowledge-graph representation of financial entities
  • Merchants, categories, accounts, transactions as graph nodes
  • Relationships: "pays for", "transfers to", "recurring from", "categorized as"
  • Use PluresDB graph capabilities

Multi-Agent MCP

  • Expose stable domain operations via MCP server
  • Enable multi-agent analysis (praxis procedures calling MCP tools)
  • Cross-project integration with pares-agens, PluresDB, chronos, unum

Integration Principles

  • Use plures org projects first before external dependencies
  • If an external tool could be better built with praxis, build it ourselves
  • PluresDB for storage, chronos for scheduling, unum for identity

Acceptance

  • At least one institution connector working
  • Knowledge graph queryable
  • MCP server exposes real domain operations
  • Cross-project integration demonstrated</issue_description>

Comments on the Issue (you are @copilot in this section)


✨ Let Copilot coding agent set things up for you — coding agent works faster and does higher quality work when set up for your repo.

@kayodebristol
Copy link
Contributor

Closing this PR to enforce the 1-PR-per-repo rule. Only one Copilot PR is allowed per repository at a time. The oldest PR (#48) will be kept active.

Copilot stopped work on behalf of kayodebristol due to an error March 22, 2026 23:31
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

feat: institution connectors + knowledge graph + multi-agent MCP

2 participants