ECC
MCPMIT
Open-source agent harness performance optimization system with skills, memory, and security for AI coding tools.
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mcp-toolbox
MCPOpen sourceOpen-source MCP server connecting AI agents to enterprise databases with prebuilt tools and custom framework.
16kApache-2.0
MCP Toolbox for Databases is an open source MCP server for databases.
Pros
- +Prebuilt tools for instant database access
- +Custom tools framework for production agents
- +Integrated auth and observability
- +Supports multiple databases and SDKs
Cons
- −Requires configuration for each database
- −May have learning curve for custom tools
- −Primarily focused on Google Cloud databases
Target audience: Developers building AI agents or using MCP clients to interact with enterprise databases.
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