Automated Code Generation and Execution Using Natural Language

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Automated Code Generation and Execution Using Natural Language

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Why this server?
This server enables AI-generated code to be securely run in sandboxes, which aligns with the user's request for automatic code execution.
ForeverVM
jamsocket
-
security
A
license
-
quality
The sessionless code interpreter. Securely run AI-generated code in stateful sandboxes that run forever.
65
176
Rust
MIT License
Why this server?
This server allows AI (like Claude) to interactively debug code by setting breakpoints and evaluating expressions, which is a step towards automated program generation.
claude-debugs-for-you
jasonjmcghee
Verified
-
security
A
license
-
quality
Enable Claude (or any other LLM) to interactively debug your code (set breakpoints and evaluate expressions in stack frame). It's language-agnostic, assuming debugger console support and valid launch.json for debugging in VSCode.
224
TypeScript
MIT License
Why this server?
This server provides shell and file editing capabilities for coding, suggesting it can automate code writing and execution processes.
mcp-wcgw
rusiaaman
Verified
-
security
A
license
-
quality
Shell and file edit capabilities tightly coupled to provide a powerful coding experience. You can work with different modes: architect and code-writer for separate plan and implementation phase. You can get it to invoke any cli command, e.g., compiling, type checking, linting, github cli, python
369
Python
Apache 2.0
Why this server?
This tool automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, allowing LLM systems to interact with your API without additional coding
FastAPI-MCP
tadata-org
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security
A
license
-
quality
A zero-configuration tool that automatically exposes FastAPI endpoints as Model Context Protocol (MCP) tools, allowing LLM systems like Claude to interact with your API without additional coding.
3,169
Python
MIT License
Why this server?
Enables browser automation and real-time computer vision tasks through AI-driven commands, offering zero-cost digital navigation and interaction for enhanced web experiences.
Deepseek R1 MCP Server
grapheneaffiliate
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security
A
license
-
quality
Enables browser automation and real-time computer vision tasks through AI-driven commands, offering zero-cost digital navigation and interaction for enhanced web experiences.
0
1
JavaScript
MIT License
Why this server?
An MCP server for gitingest. It allows MCP clients like Claude Desktop, Cursor, Cline etc to quickly extract information about Github repositories including repository summaries, project directory structure, file contents, etc
Gitingest-MCP
puravparab
A
security
A
license
A
quality
An MCP server for gitingest. It allows MCP clients like Claude Desktop, Cursor, Cline etc to quickly extract information about Github repositories including repository summaries, project directory structure, file contents, etc
3
8
Python
MIT License
Why this server?
A server that enables Large Language Models to discover and interact with REST APIs defined by OpenAPI specifications through the Model Context Protocol.
OpenAPI MCP Server
ivo-toby
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security
F
license
-
quality
A server that enables Large Language Models to discover and interact with REST APIs defined by OpenAPI specifications through the Model Context Protocol.
74
32
JavaScript
Why this server?
Let Claude and Cursor manage your Railway infrastructure through natural language. Deploy, configure, and monitor - autonomously and safely.
railway-mcp
jason-tan-swe
Verified
A
security
A
license
A
quality
Let Claude and Cursor manage your Railway infrastructure through natural language. Deploy, configure, and monitor - autonomously and safely.
36
22
10
TypeScript
MIT License