servers/ database/ contextloop
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Contextloop

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Team metric definitions for data agents. Learns from corrections, tracks SQL answer accuracy.

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Overview Installation

Overview

Contextloop is a Model Context Protocol server that enables data agents to define and track team metrics while learning from corrections. It monitors SQL answer accuracy and helps AI assistants improve their data query performance over time through feedback integration.

The server runs as a remote endpoint at https://getcontextloop.com/mcp with no local installation needed. Authentication requires an API key. The current release is v0.1.0, available from getcontextloop.com.

Contextloop appears in the Database category on mcp.site and integrates with MCP clients including Claude Desktop, Claude Code, Cursor, VS Code, Windsurf, Zed, and others. If you maintain Contextloop, claim this listing to verify ownership and keep information up to date.

▸Hosted endpoint — Streamable HTTP · https://getcontextloop.com/mcp

Installation

Settings → Connectors → Add custom connector
Name: Contextloop
URL:  https://getcontextloop.com/mcp

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