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MCP Servers

ChatCrystal is a local-first AI PKM app for developers who solve real problems with Claude Code, Cursor, Codex CLI, Trae, and GitHub Copilot.

Real reap --agent output, run against a generated sample stack ( hero-fixture.sh ) — not anyone's install. The numbers further down are measured on mine.

is a local stdio MCP server that lets an Agent ask configured multimodal providers to inspect an explicitly supplied image, video, audio file, or music file.

Point Claude at any audio file and it can tell you the key, tempo, dynamics, timbre, percussive character, stereo field, structural sections, and how the music evolves over time -- all from raw audio...

Thunderbird MCP gives an AI agent real control of the Thunderbird already running on your machine — your mail, your folders, your contacts, your calendar, your filters, and your actual settings.

Chat with AI, run tasks on autopilot, and manage your projects — all from one tab.

Google Ads Agent Skills for Claude — campaign analysis, account auditing, safe write ops, PPC math, and MCP server integration

The local-first knowledge layer for AI development.

Professional Serial Port Debugging Assistant with Modbus, PLC, CAN, I2C/SPI support and MCP server

makes it easy to deploy and serve Haystack Pipelines and Agents.

Open-source, local-first memory and context for AI agents. One memory store, every agent.

The . The historical and kept only for legacy/self-hosted workflows. New users should start with the extension-first path below.
Agent Skills

The coding-agent skills Zapier GTM teams use to turn scattered context into reviewable work products.

Fantasy 生命感人像摄影 skill

Public skills for working with Grafana, Prometheus, Loki, Tempo, Pyroscope, k6, and the broader LGTM observability stack.

本仓库是一套面向 的白盒代码安全审计 Skill 集合,覆盖「路由枚举 → 鉴权建模 → 数据流追踪 → 分类漏洞审计 → 证据一致性校验 → 报告汇总」全流程;在 Cursor 等环境中以 的方式落地。

Turn any codebase into a navigable , then use that handbook to help a code agent find every place a change needs to touch.

*\Other names and brands may be claimed as the property of others.

像 vibe coding 一样编辑你的简历:告诉 AI 你想怎么改,它直接修改网页简历,再一键导出为 PDF。

A library of Agent Skills for , covering the full testing surface that an Android engineer touches, from unit-test fundamentals to ADB-driven E2E.

它不只帮你写“电影感、高清、光影漂亮”。 它会先判断这段素材是谁拍的,用什么设备拍的,在哪个年代拍下来的,再把设备缺陷、自然失误、环境声音和时间轴写进提示词。

- rw-consulting-ppt:把行业报告、会议纪要、访谈笔记和半成品 bullet,转成 proof-object-first 的图片版咨询 PPT。 - ppt-to-editable:把单张 slide 图片、PNG/JPG、截图,或 image-only PPTX 转换成更可编辑的 PowerPoint。

-- Actively developed. Core functionality is complete and tested. Breaking changes may occur before v1.0.

在本地,快速找回过去 AI 对话中的答案。 Search the memory of your AI work. macOS · Windows · Linux