Code

Give hands to AI. MCP server to run shell commands securely, auditably, and on demand on isolated environments like docker.

An MCP server that enable all IDEs/CLIs to access Claude Code Skills capabilities.

A zero-cost MCP server that forces AI to self-correct generation messages using prompt injection, independent self-audition and context isolation.

An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.

A framework for creating multi-agent systems using MCP for coordinated AI collaboration, featuring task management, shared context, and RAG capabilities.

[](https://glama.ai/mcp/servers/PsChina/deepseek-as-subagent) - Run DeepSeek as a real sub-agent inside Claude Code / Codex CLI. DeepSeek gets its own 7-tool agent loop (Read/W…

24-tool MCP server for Claude Code that catches vague prompts before they waste tokens. Includes 12-category prompt scorecards, session history search with LanceDB vectors, cross-service contract awareness, correction pattern learning, and cost estimation.

A DeepSeek MCP-like Server for Terminal

Arch Linux MCP Server to the Arch Linux ecosystem of the Arch Wiki, AUR, and official repositories for AI-assisted Arch Linux usage on Arch and non-Arch systems. Features include searching Arch Wiki and AUR, getting package info, checking for updates, installing packages securely, and analyzing PKG…

Command line interface with secure execution and customizable security policies

List and terminate OS processes via natural language queries

A single-binary MCP server that converts source code into AST, regardless of language.

Safe Python interpreter based on HF Smolagents `LocalPythonExecutor`

A MCP Server that allows AI such as Claude to read from the directory structure in a VS Code workspace, see problems picked up by linter(s) and the language server, read code files, and make edits.

MCP server enabling automated access to **LeetCode**'s programming problems, solutions, submissions and public data with optional authentication for user-specific features (e.g., notes), supporting both `leetcode.com` (global) and `leetcode.cn` (China) sites.

MCP server + command line tool that allows agents to see & control long-running processes like web servers. Start, stop, restart, read logs.

A high-performance Rust reimplementation of WCGW for code agents, providing shell execution and advanced file management capabilities for LLMs via MCP.

Run any command with `run_command` and `run_script` tools.

[](https://glama.ai/mcp/servers/TT-Wang/forge) - Structured planning, parallel execution in git worktrees, and deep validation for Claude Code. Turns a one-line objective into a validated DAG of modules executed by…

[](https://glama.ai/mcp/servers/foldwork-dev/mcp-injector) - Local MCP daemon that pre-indexes your codebase into a SQLite catalog and serves AST-compressed snapshots to Claude Code,…