Comparison
MCP Toolbox vs ECC
ECC has more GitHub stars (280,199 vs 16,664). MCP Toolbox was updated more recently (last commit 25m ago). Data comes straight from GitHub and refreshes daily.
MCP Toolbox
MCP Toolbox for Databases is an open source MCP server for databases.
$
npx @toolbox-sdk/server --config tools.yaml
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 | MCP Toolbox | ECC |
|---|---|---|
| Type | MCP server | MCP server |
| GitHub stars | 16,664 | 280,199 |
| Stars, last 7 days | n/a | n/a |
| Forks | 1,762 | 41,674 |
| Upvotes | 0 | 0 |
| Language | Go | JavaScript |
| License | Apache-2.0 | MIT |
| Last commit | 25m ago | 44m ago |
| Created | Jun 2024 | Jan 2026 |
| Categories | Databases, AI & LLM tooling | AI & LLM tooling, Memory & knowledge, Security |