Comparison
Bagel vs ECC
ECC has more GitHub stars (279,762 vs 400). Bagel was updated more recently (last commit 1d ago). Data comes straight from GitHub and refreshes daily.
Bagel
Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.
$
claude mcp add bagel -- uvx --from "bagel-mcp[ros]" bagel-mcp --transport stdioECC
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 | Bagel | ECC |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 400 | 279,762 |
| Stars, last 7 days | n/a | n/a |
| Forks | 30 | 41,620 |
| Upvotes | 0 | 0 |
| Language | Python | JavaScript |
| License | Apache-2.0 | MIT |
| Last commit | 1d ago | 3d ago |
| Created | Jun 2025 | Jan 2026 |
| Categories | Databases, Memory & knowledge, Data & analytics | AI & LLM tooling, Memory & knowledge, Security |