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技术工具雷达: Agents, skills and MCP
雷达筛选条件
工具排名
按实测增长排序，并在不同来源间归一化。 原始值保留各自的数据窗口；计算变化需要 7 天内至少两次测量。
- 1活跃
Appllama
MCPStudy screens, flows and paywalls from top-earning iOS apps, then build from what wins.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.appllama.io/mcp670GitHub 星标+309 (+85.6 %) - 2活跃
Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://mcp.apify.com/5 883GitHub 星标+813 (+16.0 %) - 3活跃
Managed LinkedIn MCP server for AI agents: search, connect, message and enrich on accounts you own.
mcp实测增长打开来源 ↗
安装
claude mcp add linkedin-mcp -- npx @gtm-api/linkedin-mcp100GitHub 星标+98 (+4900.0 %) - 4活跃
Generate images and video from text prompts across Gemini, OpenAI and Kie AI.
mcp实测增长打开来源 ↗
安装
claude mcp add mediagen -- npx mediagen54GitHub 星标+53 (+5300.0 %) - 5活跃
agentdock
MCPSecure MCP runtime for AI agents to operate local machines, servers, and containers with multi-device orchestration.
github实测增长打开来源 ↗
570GitHub 星标+137 (+31.6 %) - 6活跃
SandBase
MCPConnect MCP clients to 2,000+ AI models without managing provider API keys.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://sandbase.ai/v1/mcp110GitHub 星标+46 (+71.9 %) - 7活跃
dbx
MCP20 MB lightweight cross-platform database client for 90+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, desktop and Docker. | 轻量级跨平台数据库管理工具，支持…
github实测增长打开来源 ↗
18 048GitHub 星标+628 (+3.6 %) - 8活跃
aura
MCPAURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.
github实测增长打开来源 ↗
339GitHub 星标+81 (+31.4 %) - 9活跃
Codebase knowledge graph for AI agents — 159 languages, sub-ms queries, 99% fewer tokens.
mcp实测增长打开来源 ↗
安装
claude mcp add codebase-memory-mcp -- npx codebase-memory-mcp42 100GitHub 星标+1 314 (+3.2 %) - 10活跃
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
github实测增长打开来源 ↗
42 241GitHub 星标+1 120 (+2.7 %) - 11活跃
Perenna
MCPA lightweight, Git-backed permanent memory for AI agents.
mcp实测增长打开来源 ↗
安装
claude mcp add perenna -- uvx perenna36GitHub 星标+18 (+100.0 %) - 12活跃
Concord MCP
MCPCross-harness communication and shared work-state for AI coding agents.
mcp实测增长打开来源 ↗
安装
claude mcp add concord-mcp -- npx @concord-ai/concord-mcp302GitHub 星标+58 (+23.8 %) - 13活跃
x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step…
github实测增长打开来源 ↗
1 880GitHub 星标+135 (+7.7 %) - 14105GitHub 星标+31 (+41.9 %)
- 15活跃
cli
MCPOpen-source AI CLI and local MCP server connecting 25 clients—Claude Code, Cursor, Codex, ChatGPT, Hermes, and OpenClaw—to 2,000+ models/APIs, with OAuth and rollback.
github实测增长打开来源 ↗
110GitHub 星标+31 (+39.2 %) - 16活跃
ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works with Claude Code, Codex, OpenClaw, or any…
github实测增长打开来源 ↗
15 734GitHub 星标+289 (+1.9 %) - 17活跃
Generate Sass palettes, typography, elevations, and themes for Ignite UI components.
mcp实测增长打开来源 ↗
安装
claude mcp add igniteui-theming -- npx igniteui-theming44GitHub 星标+17 (+63.0 %) - 18活跃
Search and discover Agent Skills from the skills.sh registry. Powered by HAPI MCP server.
mcp实测增长打开来源 ↗
需在 MCP 配置中声明的远程服务器
https://skills-sh.run.mcp.com.ai/mcp25 012GitHub 星标+304 (+1.2 %) - 19活跃
Ferramentas fiscais brasileiras: CNPJ, NF-e, IBS/CBS, ICMS, Simples Nacional, NCM/CFOP. Sem API key.
mcp实测增长打开来源 ↗
安装
claude mcp add mcp-fiscal-brasil -- uvx mcp-fiscal-brasil287GitHub 星标+42 (+17.1 %) - 20活跃
Cambium
MCPGovernance standard and reference toolset for LLM-maintained knowledge corpora
github实测增长打开来源 ↗
316GitHub 星标+43 (+15.8 %) - 21活跃
nac
MCPGive AI agents ambitious work without losing the plot. nac is an open-source harness for long-running tasks, using a central orchestrator, threads, and structured episodes to stay aligned with your intent.
github实测增长打开来源 ↗
209GitHub 星标+35 (+20.1 %) - 22活跃
368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, and research. Installs on Claude Code, Cursor, Codex, Gemini, Copilot, and 6 other AI assistants.
github实测增长打开来源 ↗
702GitHub 星标+63 (+9.9 %) - 23活跃
T-Bank MCP
MCPT-Bank (Т-Банк) mobile banking: accounts, cards, transfers, bill pay, grocery, tickets, travel
mcp实测增长打开来源 ↗
安装
claude mcp add tbank-mcp -- uvx tbank-mcp24GitHub 星标+10 (+71.4 %) - 24活跃
AgentHound
MCPOffensive security framework for AI agent infrastructure - recon, credential looting, model exfiltration, poisoning, and attack-path analysis across MCP, A2A, gateways, and AI services. BloodHound for the agentic stack.
github实测增长打开来源 ↗
382GitHub 星标+44 (+13.0 %)
学习与参考资源
按实测增长排序，并在不同来源间归一化。 这些资源可单独访问，不参与主要排名。
- 1活跃打开来源 ↗
A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, and MCP servers. Beginner path to power-user depth. Featured in Awesome…
github资源实测增长2 955GitHub 星标+253 (+9.4 %)