Windsurf Python Packages

fastapi-mcp

Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!

kluris

Turn AI agents into team SMEs. Kluris builds a shared, human-curated knowledge brain (decisions, constraints, incidents, tribal knowledge) as markdown in a git repo. Queryable via slash commands from Claude Code, Codex, Cursor, Windsurf, Cline, Gemini CLI.

superlocalmemory

World's first local-only AI memory to break 74% retrieval and 60% zero-LLM on LoCoMo. No cloud, no APIs, no data leaves your machine. Additionally, mode C (LLM/Cloud) - 87.7% LoCoMo. Research-backed. arXiv: 2603.14588

mcpm

CLI MCP package manager & registry for all platforms and all clients. Search & configure MCP servers. Advanced Router & Profile features.

spec-kitty-cli

Spec-Driven Development for serious software developers. Spec Coding with with Claude, Cursor, Gemini, Codex. Kanban dashboard, git worktrees, auto-merge and more.

aivectormemory

aivectormemory 是一款基于 Model Context Protocol (MCP) 开发的OpenClaw、OpenCode、ClaudeCodeAI记忆管理工具。它专门为 Claude、OpenCode、Cursor 和 主流IDE 编程工具设计，通过向量数据库技术解决 AI 在不同对话会话中「健忘」的问题。aivectormemory: A lightweight MCP Server enabling persistent, cross-session memory for AI-powered IDEs via vector search.

rememb

Persistent memory for AI agents — local, portable, zero config. Works with Cursor, Windsurf, Claude via MCP.

omega-memory

Cross-model memory for AI agents. Local-first, works with Claude, GPT, Gemini, Cursor, Claw Code, and any MCP client

mcp-gitlab

MCP server for GitLab API — 76 tools for AI assistants (Claude, Cursor, VS Code). Projects, MRs, pipelines, CI/CD, approvals, issues, code review.

domd

✓ DoMD - Do Markdown Docs - automatically detect, run and show working commands in DONE.md and errors in TODO.md markdown files

context-router-cli

Memory-aware context engine for AI coding agents — up to 91% fewer tokens, 17/18 rank-1 across 6 OSS projects. MCP-native, multi-repo, with persistent observations & decisions.

awareness-memory-cloud

Local-first AI agent memory — one command, 13+ IDEs, works offline. Persistent memory for Claude Code, Cursor, Windsurf, OpenClaw. Zero-code interceptors for OpenAI/Anthropic. Python & TypeScript SDKs.

nucleus-mcp

Sovereign Agent OS — Persistent Memory, Governance & Compliance for AI Agents

ryeos-core

A data-driven, cryptographically signed, registry-backed AI operating system, with capability-scoped execution and graph-executable workflows — living inside your projects, running through a recursive MCP that goes as deep as you dare.

eyehands

This package has moved to eyehands-sdk. Install that instead: pip install eyehands-sdk

prismer

Prismer Cloud

ryeos

A data-driven, cryptographically signed, registry-backed AI operating system, with capability-scoped execution and graph-executable workflows — living inside your projects, running through a recursive MCP that goes as deep as you dare.

memory-bank-skill

Universal long-term project memory + dev toolkit for AI coding clients (Claude Code, Cursor, Windsurf, Cline, Kilo, OpenCode, Codex, Pi Code)

codevira

Persistent memory and project context for AI coding agents — context graph, semantic search, decision log, roadmap, and cross-tool continuity via local MCP server

deepsleep-ai

Zero-cost background coding agent with layered memory, idle-time dreaming, MCP server, and Ollama support.

ryeos-engine

A data-driven, cryptographically signed, registry-backed AI operating system, with capability-scoped execution and graph-executable workflows — living inside your projects, running through a recursive MCP that goes as deep as you dare.

surfmon

Surface Monitor for Windsurf IDE — track processes, language servers, MCP servers, and detect performance issues

fossick-mcp

MCP server — search code, find libraries, and evaluate dependencies across all of GitHub, PyPI, and npm

excalidraw-architect-mcp

An MCP server that generates beautiful Excalidraw architecture diagrams with perfect auto-layout, stateful editing, and architecture-aware component styling.