🗺️ Roadmap
June 29, 2026 · View on GitHub
Our vision for the Azure Cosmos DB MCP Toolkit. This roadmap is a living document and subject to change based on community feedback.
📍 Current Release: v1.1.2 (June 2026)
✅ What's Here Now
- Hybrid search tool with Reciprocal Rank Fusion (RRF)
- Multi-provider embedding support (Azure AI Services, Foundry, OpenAI)
- Enterprise security (Entra ID, Managed Identity, RBAC)
- Production-ready hosting on Azure Container Apps
- Web testing UI for interactive testing
- Python client example for Microsoft Foundry
🚧 Q3 2026: Developer Experience & Community
Features in Progress
🧪 Extended Test Suite
- Performance benchmarks (latency, throughput)
- Security test cases
- Multi-region failover tests
- Fuzz testing for input validation and edge cases
- Status: Planned
🔍 Agent Retrieval Tools
- New MCP tools for semantic retrieval
- Retrieval-Augmented Generation (RAG) support
- Multi-step retrieval workflows
- Status: Planned
Why it matters:
- Enable complex agent reasoning (search → analyze → answer)
- Better RAG patterns for LLM accuracy
- Support for knowledge graph queries
🎯 Q4 2026: Advanced Features
Planned Features
☁️ Managed Experience (Remote Endpoint)
- Fully hosted MCP server (no deployment needed)
- Microsoft-managed infrastructure
- Built-in monitoring & auto-scaling
- SAAS pricing model
- Status: Backlog
Why it matters:
- Zero infrastructure management
- Instant availability (minutes, not hours)
- Built-in compliance & security
- Perfect for teams without DevOps resources
📝 How To Influence the Roadmap
Share Your Ideas
-
Feature Request → Open an Issue
- Describe your use case
- Explain why it matters to you
- Include examples
-
Vote on Existing Features → 👍 React to issues you care about
- Most-reacted features get prioritized
-
Contribute → Build features yourself!
- See CONTRIBUTING.md
- Start with good-first-issue labels
-
Discuss on Discussions → GitHub Discussions
- Architecture decisions
- Design feedback
- Community stories
📊 Release Schedule
| Version | Target | Focus |
|---|---|---|
| v1.2.0 | Q3 2026 | Fuzz testing, Agent Retrieval Tools |
| v1.3.0 | Q4 2026 | Managed Experience (Remote Endpoint) |
🤝 Get Involved
Ways to Help
- 🐛 Report Bugs → Create an issue
- 📖 Improve Docs → Submit a PR
- 💡 Suggest Features → Open an issue or discussion
- 🧪 Test Features → Try pre-release versions
- 🎤 Share Your Story → Tell us how you use the toolkit
📞 Questions?
- Technical Questions → GitHub Discussions
- Bug Reports → Create an Issue
- Feature Requests → Create an Issue
Last Updated: June 2026
Next Review: September 2026