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Give AI coding agents filesystem, Git, database, and compute tools via MCP.
Copy the install command and let the AI configure it · recommended for beginners
No copy-paste install info for "MCP Server Toolkit" yet — see the docs or source repo.
Use MCP Server Toolkit to connect to the current project directory and Git repository. Analyze changes since the latest commit, fix the code causing test failures, and generate a summary of the modifications.
Provides code fixes, affected file notes, and a Git-based summary of the changes.
Using MCP Server Toolkit, connect to the business database, calculate new users and paid conversion rates by channel for the last 30 days, and provide brief conclusions.
Returns query results, channel-level summaries, and concise analytical findings.
With MCP Server Toolkit, read sample logs in the project, write a Python script to parse error types, count their frequencies, and save the results as a CSV file.
Delivers a runnable Python script, CSV output details, and an overview of the processing logic.
Use full Git operations through MCP to manage repositories and collaboration.
Unified MCP tools for design insight, development help, and workflow acceleration.
Provide AI agents with coding standards, testing, planning, and requirements guidance.
Enable AI coding agents to communicate, share state, and coordinate work in real time.
Help AI agents navigate, search, and understand codebases and change history.
Manage Git tasks, agent templates, and project utilities more efficiently.