oraios/serena A
A fully-featured coding agent that relies on symbolic code operations by using language servers.
Universal MCP server that transforms any CLI tool into an MCP server. Works with any CLI that has `--help` output, supports caching for performance.
Example client config (verify package name in the repo README)
{
"mcpServers": {
"any-cli-mcp-server": {
"command": "npx",
"args": ["-y", "any-cli-mcp-server"]
}
}
}Transparent heuristic — same formula for every entry. Total 41/100.
A fully-featured coding agent that relies on symbolic code operations by using language servers.
A swiss-army-knife that can manage/execute programs and read/write/search/edit code and text files.
An MCP server that indexes local code into a graph database to provide context to AI assistants with a graphical code visualizations for humans.
Deterministic multi-agent orchestrator for 37 CLI coding agents (Claude Code, Codex, Cursor, Aider, Gemini CLI, GitHub Copilot CLI, OpenHands, OpenCode, Goose, Qwen, Ollama, and more). MCP server mode (stdio + HTTP/SSE) exposes the orchestrator to any MCP client. Git worktree isolation per agent, HMAC-chained audit trail, cost-aware model routing via contextual bandit. Apache 2.0.
A MCP Server that enhance your IDE with AI-powered assistance for Intlayer i18n / CMS tool: smart CLI access, access to the docs.
Desktop GUI automation using accessibility APIs. Control Windows, macOS, and Linux applications without vision models or screenshots. Supports workflow recording, structured data extraction, and browser DOM inspection.