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

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kayodebristol merged 1 commit intomainfrom
copilot/feat-institution-connectors-knowledge-graph
Mar 27, 2026
Merged

[WIP] Add institution connectors and knowledge graph features#78
kayodebristol merged 1 commit intomainfrom
copilot/feat-institution-connectors-knowledge-graph

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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>

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✨ 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
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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
@kayodebristol kayodebristol reopened this Mar 27, 2026
@kayodebristol kayodebristol marked this pull request as ready for review March 27, 2026 05:48
Copilot AI review requested due to automatic review settings March 27, 2026 05:48
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Copilot wasn't able to review any files in this pull request.

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Auto-approved: CI green + Copilot code review complete.

@kayodebristol kayodebristol merged commit 371f581 into main Mar 27, 2026
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@kayodebristol kayodebristol deleted the copilot/feat-institution-connectors-knowledge-graph branch March 27, 2026 05:48
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feat: institution connectors + knowledge graph + multi-agent MCP

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