Comparison
UltraRAG vs ECC
ECC has more GitHub stars (279,762 vs 5,725). UltraRAG was updated more recently (last commit 19h ago). Data comes straight from GitHub and refreshes daily.
UltraRAG
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
$
pip install uv==0.12.0
ECC
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
$
/plugin marketplace add https://github.com/affaan-m/ECC| Metric | UltraRAG | ECC |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 5,725 | 279,762 |
| Stars, last 7 days | n/a | n/a |
| Forks | 451 | 41,620 |
| Upvotes | 0 | 0 |
| Language | Python | JavaScript |
| License | Apache-2.0 | MIT |
| Last commit | 19h ago | 3d ago |
| Created | Jan 2025 | Jan 2026 |
| Categories | AI & LLM tooling, Memory & knowledge, Design & frontend | AI & LLM tooling, Memory & knowledge, Security |