探索 MCP Server 与 Agent Skill

io.github.jojo-labs/smart-web

提供 smartfetch 直链抓取、smartsearch 网络发现、smartcrawl 站点遍历与文档导出的 MCP。

io.github.jcooley8/pincushion

相关方可在你已上线的应用上标记反馈，AI 智能体通过 MCP 读取这些标记并加以修复。

com.videocataloger/fvc-mcp

Search, view and tag your local video library from Claude: transcripts, scenes, visual search.

io.github.keiranhaax/mcp-retriever

One MCP server for web search, page extraction, and cited research.

io.github.lm203688/agri-eco

面向分布式农业的 Agent-native 知识基座：Env Recipe 环境配方 + 气候校准 + 物候播期 + 病虫害诊断。零依赖可离线，14 个 MCP 工具。

dev.shardflux/mcp

Persistent cloud workspaces for AI agents: run commands, edit files, use git and a browser.

io.github.epheterson/applemusic-mcp

Apple Music MCP server: playlists, library, catalog, playback and Up Next, on Mac/Windows/Linux.

dev.memgit/memgit

给 AI 记忆装上 Git——版本可控、可检索的上下文，跨会话持久保存。

io.github.shinpr/mcp-image

AI 图像生成与编辑，支持提示词优化与质量预设。

io.github.commit-check/commit-check-mcp

校验提交信息、分支名、作者信息、推送安全性与仓库状态。

io.github.adiarora06/reporipple

Deterministic repository change-impact analysis for engineers and coding agents.

io.github.chenwengui23/wanjige

Chinese MCP tool marketplace: 15,552 callable tools for weather, stocks, FX, docs and calculations.

cn.mackorn/mackorn-cone-crusher

MACKORN hydraulic cone crusher selection and crushing-plant design. 21 tools, callable over HTTP.

io.github.STiFLeR7/memex

经 MCP 为代理提供带时间维度的工程上下文。

io.github.trebeljahr/hydroxyl

Local stdio MCP server: publication figures, structure checks and conversions for AI assistants

io.github.vishalsachdev/canvas-mcp

面向学生与教师的 Canvas LMS 集成，并提供可选的隐私控制。

io.github.stoneskin/open-memex

Local-first memory for AI coding agents — Markdown + SQLite FTS5, shared across editors via MCP.

io.github.groundhogday2011-byte/a2apay

Pay-per-call AI query and versioned task memory for agents. No account, no API key, via x402.

io.github.Hachimeder/maxplus2-mcp

MAX+plus II / MaxPlus2 MCP: GDF/SYM/SCF, compile/simulation. 原理图、波形、编译仿真与 Windows 自动化。

io.github.stringsofthemind-oss/once

Developer assessment/setup MCP; admitted Once boundaries protect writes, not sibling connectors.

io.github.thu-lawyer/keystash

Keychain-backed secret broker: an AI agent can use your keys, but no tool ever returns one.

io.github.aktonay/snapdec

Snap decisions for coding agents: local or hosted classify/check/score/rank via MCP.

io.github.RbBtSn0w/awesome-copilot-mcp

面向 awesome-copilot 智能体与指令集合的 MCP 服务器。

io.github.aaronsb/slack-mcp

Read and write Slack with session tokens — no OAuth, no bot, no admin approval.