My TADHACK submission - Muntaser Syed - this is a complete MongoDB integration for the VCON MCP Server + JSONLD-ex extension#30
Open
jemsbhai wants to merge 3 commits intovcon-dev:mainfrom
Open
Conversation
…s, hybrid search)
![cursor[bot]](https://avatars.githubusercontent.com/in/1210556?s=60&v=4){kind=small}
There was a problem hiding this comment.
Cursor Bugbot has reviewed your changes and found 4 potential issues.
Bugbot Autofix is OFF. To automatically fix reported issues with Cloud Agents, enable Autofix in the Cursor dashboard.
This PR is being reviewed by Cursor Bugbot
Details
Your team is on the Bugbot Free tier. On this plan, Bugbot will review limited PRs each billing cycle for each member of your team.
To receive Bugbot reviews on all of your PRs, visit the Cursor dashboard to activate Pro and start your 14-day free trial.
Comment @cursor review or bugbot run to trigger another review on this PR
…review feedback - Added MongoDB implementation for database interfaces - Implemented Advanced Search (Vector + Hybrid) - Added JSON-LD context, enrichment, and integrity signing - Fixed initialization issue in server setup - Corrected analytics aggregation logic - Improved database connection resilience - Refactored shared logic for size analysis
jemsbhai
changed the title
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
feat(vcon): comprehensive MongoDB implementation (inspector, analytics, hybrid search)
Please see the docs folder for details
Note
Medium Risk
Touches core persistence and server initialization paths and adds a second backend with different query semantics (text/vector search, aggregation, sizing), increasing the chance of runtime/configuration issues despite being gated by
DB_TYPE.Overview
Adds MongoDB as an alternative backend to Supabase by introducing shared interfaces (e.g.
IVConQueries,IDatabaseInspector,IDatabaseAnalytics,IDatabaseSizeAnalyzer) and refactoring the Supabase implementations to implement them.Implements the MongoDB stack (
mongo-client,mongo-queries,mongo-inspector,mongo-analytics,mongo-size-analyzer) including text-based keyword search, Atlas$vectorSearchsemantic search (graceful empty results if the index is missing), and in-memory hybrid scoring.Updates server initialization (
setup.ts) to select MongoDB vs Supabase at runtime viaDB_TYPE, and adds MongoDB verification scripts/tests plus MongoDB setup/architecture documentation and related.gitignoreentries.Written by Cursor Bugbot for commit e85ffc5. Configure here.