MCP servers for repositories, version control, CI, error tracking, sandboxes and code execution. Each entry is scanned with the deterministic Capability-Flow Trust Model — grades are computed, never self-reported.
Code intelligence MCP server — multi-project code graph, semantic search, session history, knowledge base, web search
MCP server for constraint solving
MCP server for controlling a local Sonic Pi runtime
AI-powered MCP server for Chef, SaltStack, Puppet, PowerShell, and Bash to Ansible migration, plus Ansible upgrade planning
MCP server for multi-harness AI agent delegation
MCP server for DuckDB with interactive table viewer
SQL codebase indexer with column-level lineage, impact analysis, and MCP server support
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
SSH Agent MCP服务 - 支持SSH连接管理、命令执行和SFTP文件传输的完整MCP服务器
Interactive, streaming SSH tool for LLM agents via MCP (Model Context Protocol)
MCP server for SSH sessions management.
MCP server for persistent SSH sessions via local tmux
MCP server for remote VPS management via SSH key authentication — designed for Claude Code
Undetectable browser automation for AI agents via the Model Context Protocol.
Lightweight, injectable knowledge bundles for AI agents. Git-versioned markdown, MCP-native, lives in your filesystem.
Persistent memory for AI coding agents. Local-first, cross-session context, global knowledge, and optional autonomous task execution.
Supervisord process management tool with MCP integration
A FastMCP server exposing structured, hierarchical SVG authoring with a render-and-see feedback loop.
Shared knowledge base for the Swarm suite (ReviewSwarm, FixSwarm, DocSwarm, ArchSwarm, SpecSwarm)
SwiftLens is a Model Context Protocol (MCP) server that provides deep, semantic-level analysis of Swift codebases to any AI models. By integrating directly with Apple's SourceKit-LSP, SwiftLens enables AI models to understand Swift code with compiler-grade accuracy.
SymPy sandbox MCP server based on FastMCP
MCP server bridging Symfony/PHP projects with LLMs via Claude Desktop and other MCP clients
Lightweight code graph indexer with incremental file watching and MCP server
Code intelligence MCP server — indexes codebases into a queryable graph of symbols, call chains, and relationships