waverider
Waverider - A Geometry-aware stack for Exploration of N-Dimensional Embedding Spaces
Install / Use
claude mcp add Flux-Frontiers -- npx -y github:Flux-Frontiers/waveriderIf the server publishes to npm under a different name, use that package instead — check the repo README.
MCP Server
Model Context Protocol server
Quality Score
Category
AI & Machine LearningSupported Platforms
Tags
Our assessment of waverider
waverider scores 23/100 on our quality scale, 964th of 966 AI & Machine Learning skills we index.
Its MCP Server is 317 bytes long, written without headings and no code examples: very short, closer to a stub than a full skill.
It has no GitHub stars yet, so there is no community track record; judge it on its content.
Maintenance, license and trust
- We could not determine when the repository was last updated.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 68/100, with 3 cautions from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
waverider compared with similar skills
All 4 of these similar skills score higher than waverider; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| waverider (this skill)by Flux-Frontiers | 23 | 0 | — | MCP Server |
| claude-memby thedotmack | 100 | 100.8k | 1d ago | CLAUDE.md |
| Agent-Reachby Panniantong | 100 | 97.4k | 6d ago | CLAUDE.md |
| Understand-Anythingby Egonex-AI | 100 | 86.3k | 2d ago | CLAUDE.md |
| headroomby headroomlabs-ai | 100 | 75.4k | today | CLAUDE.md |
Frequently asked questions
- How do I install waverider?
- Run
claude mcp add Flux-Frontiers -- npx -y github:Flux-Frontiers/waverider. The install tabs above show the steps for each supported agent. - Which AI agents does waverider work with?
- It is written for Claude Code and Claude Desktop, as a MCP Server file. Other agents that read the same format can often use it too.
- Is waverider safe to use?
- It declares no license and scores 68/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is waverider still maintained?
- We could not determine when the repository was last updated.
Skill content
View source on GitHub{ "mcpServers": { "pycodekg": { "command": "${REPO_PATH}/.venv/bin/pycodekg", "args": [ "mcp", "--repo", "${REPO_PATH}" ] }, "dockg": { "command": "${REPO_PATH}/.venv/bin/dockg", "args": [ "mcp", "--repo", "${REPO_PATH}" ] } } }
Related Skills
claude-mem
100.8kPersistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More
Agent-Reach
97.4kGive your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.
Understand-Anything
86.3kGraphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemini CLI, and more.
headroom
75.4kCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.