Self-hosted, open-source AI pipeline platform for MCP tools
Best for Automating complex data transformation and analysis workflows.
RocketRide is a high-performance data processing engine built on a C++ core with a Python-extensible node system. With 50+ pipeline nodes, native AI/ML support, and SDKs for TypeScript, Python, and MCP, it lets you process, transform, and analyze data at scale — entirely on your…
What it does
- High-performance C++ engine with native multithreading
- 50+ pipeline nodes including LLM providers and vector databases
- Multi-agent workflow orchestration with CrewAI and LangChain support
- Visual builder canvas for creating and debugging pipelines
- Native MCP SDK support for integration with AI assistants
vs
Persistent, searchable shared memory for AI coding agents.
Best for Maintaining context across different IDEs like Cursor and Claude Code.
Ogham (pronounced "OH-um") -- persistent, searchable shared memory for AI coding agents. Works across clients.
Retrieval quality -- 97.2% R@10 on LongMemEval The problem Quick start Installation methods -- Claude Code, OpenCode, Docker, source SSE transport -- multi-agent setup CLI -- command-line interface Configuration -- env vars, embedding providers, temporal search, lifecycle hooks…
What it does
- Persistent shared memory that works across different AI coding agents and clients.
- Hybrid search using pgvector and tsvector for high-recall retrieval.
- Knowledge graph integration for structured information storage.
- Cognitive scoring and temporal extraction for relevant memory surfacing.
- Multi-agent support via SSE transport.
Setup requirements
Requires 1 environment variable: DATABASE_URL. Available via Quick Start and Postgres Support.
Biggest differences
CompareRocketRideOgham MCP
Best forAutomating complex data transformation and analysis workflows.Maintaining context across different IDEs like Cursor and Claude Code.
StandoutHigh-performance C++ engine with native multithreading.Persistent shared memory that works across different AI coding agents and clients.
SetupDocker, stdio transport.Quick Start or Postgres Support, needs DATABASE_URL, stdio transport.
Transportstdiostdio
Community1.6k GitHub stars86 GitHub stars
Bottom line
Pick RocketRide if...Automating complex data transformation and analysis workflows. High-performance C++ engine with native multithreading. Docker, stdio transport.
Pick Ogham MCP if...Maintaining context across different IDEs like Cursor and Claude Code. Persistent shared memory that works across different AI coding agents and clients. Quick Start or Postgres Support, needs DATABASE_URL, stdio transport.
The real split here is workflow fit, not raw counts. RocketRide: Automating complex data transformation and analysis workflows. Ogham MCP: Maintaining context across different IDEs like Cursor and Claude Code. RocketRide also has the larger public footprint (1.6k vs 86 stars).