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Destrayon/Connapse

v0.3.1 Security

This release includes 1 security fix for security teams reviewing exposed deployments.

Published 3mo MCP Developer Tools
✓ No known CVEs patched
Read the diff → Tool health → What is this tool? →
This release patches 1 known CVE

Topics

ai ai-agents blazor docker document-management .net
+13 more
embeddings generative-ai hybrid-search knowledge-management llm mcp-server model-context-protocol ollama pgvector retrieval-augmented-generation self-hosted semantic-search vector-db

Affected surfaces

auth rbac

Summary

AI summary

Added multi-provider embeddings, LLMs, vector support and background sync.

Full changelog

Added

  • 4 connector types: MinIO, Filesystem (FileSystemWatcher), S3 (IAM-only), Azure Blob (managed identity)
  • Per-container settings overrides (chunking, embedding, search, upload)
  • Cloud identity linking: AWS IAM Identity Center (device auth) + Azure AD (OAuth2+PKCE)
  • IAM-derived scope enforcement — cloud permissions as source of truth
  • Multi-provider embeddings: Ollama, OpenAI, Azure OpenAI
  • Multi-provider LLM: Ollama, OpenAI, Azure OpenAI, Anthropic
  • Multi-dimension vector support with partial IVFFlat indexes per model
  • Cross-model search with automatic Semantic-to-Hybrid fallback
  • Background sync: FileSystemWatcher for local, 5-min polling for cloud containers
  • Connection testing for all providers (S3, Azure Blob, MinIO, LLM, embeddings, AWS SSO, Azure AD)
  • Provider-specific API keys and IOptionsSnapshot for settings
  • 457 passing tests (unit + integration)

Fixed

  • CLI self-update for global tool installs
  • AWS account IDs removed from logs (CodeQL)
  • User-controlled values sanitized in ConnectorWatcherService logs

Full Changelog: https://github.com/Destrayon/Connapse/compare/v0.2.2...v0.3.1

Security Fixes

  • AWS account IDs removed from logs (addresses CodeQL issue)

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About Destrayon/Connapse

Self-hosted knowledge backend for AI agents with hybrid vector + keyword search, container-isolated indexes, and 11 MCP tools. .NET, Docker-ready.

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Beta — feedback welcome: [email protected]