MCP Server 目录
能不能跑，跑得起来几个工具
收录 2049 个开源 MCP Server，逐条做实测：解析安装方式 → 装进 Docker 沙箱 → 完成 MCP initialize 握手 → 列出 tools/list 返回的工具。
可跑的标工具数，跑不起来的标失败原因（error_type + 原始报错），还没测的标待测。不编造、不美化，测出来是什么就写什么。
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已收录仓库
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实测可跑
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实测失败
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排队待测
实测状态
语言
License
星数
共收录 2051 个开源 MCP Server。下面是按星数排序的前 60 个（完整列表见 sitemap.xml）：
punkpeye/awesome-mcp-servers ★97.6k
modelcontextprotocol/servers ★91.9k
cheaper-inference/OmniRoute ★86.2k
headroomlabs-ai/headroom ★79.3k
upstash/context7 ★64.5k
sansan0/TrendRadar ★63.6k
ChromeDevTools/chrome-devtools-mcp ★55.1k
sickn33/agentic-awesome-skills ★49.5k
DeusData/codebase-memory-mcp ★48.4k
jeecgboot/JeecgBoot ★48.4k
LibreChat-AI/LibreChat ★46.9k
microsoft/playwright-mcp ★39.4k
PDFMathTranslate/PDFMathTranslate ★38.3k
DayuanJiang/next-ai-draw-io ★36.9k
github/github-mcp-server ★34.4k
ahujasid/mcp-for-blender ★33.9k
davila7/claude-code-templates ★33.3k
78/xiaozhi-esp32 ★33.0k
tirth8205/code-review-graph ★32.7k
oraios/serena ★31.3k
t8y2/dbx ★29.9k
PrefectHQ/fastmcp ★28.4k
OtterMind/Chat2DB ★28.4k
activepieces/activepieces ★25.5k
pascalorg/editor ★25.4k
NVIDIA/SkillSpector ★25.2k
flipped-aurora/gin-vue-admin ★25.1k
modelcontextprotocol/python-sdk ★24.8k
czlonkowski/n8n-mcp ★23.2k
dipakkr/awesome-ai-engineering ★22.5k
liyupi/ai-guide ★22.0k
Evil0ctal/Douyin_TikTok_Download_API ★21.3k
modelscope/FunASR ★21.0k
xerj-org/xerj ★18.7k
microsoft/mcp-for-beginners ★17.6k
xpzouying/xiaohongshu-mcp ★17.1k
googleapis/mcp-toolbox ★16.8k
GLips/Figma-Context-MCP ★16.2k
budtmo/docker-android ★16.1k
CoplayDev/unity-mcp ★15.9k
apify/apify-mcp-server ★15.6k
liketrek/TREK ★15.5k
tangency-labs/solidcraft ★15.4k
casdoor/casdoor ★14.8k
modelcontextprotocol/typescript-sdk ★13.7k
OpenByteInc/QuantDinger ★13.7k
0x4m4/hexstrike-ai ★13.5k
ccfos/nightingale ★13.5k
mrexodia/ida-pro-mcp ★13.4k
zilliztech/claude-context ★12.7k
hangwin/mcp-chrome ★12.5k
kubeshark/kubeshark ★12.1k
tadata-org/fastapi_mcp ★12.0k
LaurieWired/GhidraMCP ★11.9k
BeehiveInnovations/pal-mcp-server ★11.8k
CursorTouch/Windows-MCP ★11.5k
holaboss-ai/holaOS ★11.4k
modelcontextprotocol/inspector ★11.3k
TykTechnologies/tyk ★10.9k
mcp-use/mcp-use ★10.9k
modelcontextprotocol/servers ★91.9k
cheaper-inference/OmniRoute ★86.2k
headroomlabs-ai/headroom ★79.3k
upstash/context7 ★64.5k
sansan0/TrendRadar ★63.6k
ChromeDevTools/chrome-devtools-mcp ★55.1k
sickn33/agentic-awesome-skills ★49.5k
DeusData/codebase-memory-mcp ★48.4k
jeecgboot/JeecgBoot ★48.4k
LibreChat-AI/LibreChat ★46.9k
microsoft/playwright-mcp ★39.4k
PDFMathTranslate/PDFMathTranslate ★38.3k
DayuanJiang/next-ai-draw-io ★36.9k
github/github-mcp-server ★34.4k
ahujasid/mcp-for-blender ★33.9k
davila7/claude-code-templates ★33.3k
78/xiaozhi-esp32 ★33.0k
tirth8205/code-review-graph ★32.7k
oraios/serena ★31.3k
t8y2/dbx ★29.9k
PrefectHQ/fastmcp ★28.4k
OtterMind/Chat2DB ★28.4k
activepieces/activepieces ★25.5k
pascalorg/editor ★25.4k
NVIDIA/SkillSpector ★25.2k
flipped-aurora/gin-vue-admin ★25.1k
modelcontextprotocol/python-sdk ★24.8k
czlonkowski/n8n-mcp ★23.2k
dipakkr/awesome-ai-engineering ★22.5k
liyupi/ai-guide ★22.0k
Evil0ctal/Douyin_TikTok_Download_API ★21.3k
modelscope/FunASR ★21.0k
xerj-org/xerj ★18.7k
microsoft/mcp-for-beginners ★17.6k
xpzouying/xiaohongshu-mcp ★17.1k
googleapis/mcp-toolbox ★16.8k
GLips/Figma-Context-MCP ★16.2k
budtmo/docker-android ★16.1k
CoplayDev/unity-mcp ★15.9k
apify/apify-mcp-server ★15.6k
liketrek/TREK ★15.5k
tangency-labs/solidcraft ★15.4k
casdoor/casdoor ★14.8k
modelcontextprotocol/typescript-sdk ★13.7k
OpenByteInc/QuantDinger ★13.7k
0x4m4/hexstrike-ai ★13.5k
ccfos/nightingale ★13.5k
mrexodia/ida-pro-mcp ★13.4k
zilliztech/claude-context ★12.7k
hangwin/mcp-chrome ★12.5k
kubeshark/kubeshark ★12.1k
tadata-org/fastapi_mcp ★12.0k
LaurieWired/GhidraMCP ★11.9k
BeehiveInnovations/pal-mcp-server ★11.8k
CursorTouch/Windows-MCP ★11.5k
holaboss-ai/holaOS ★11.4k
modelcontextprotocol/inspector ★11.3k
TykTechnologies/tyk ★10.9k
mcp-use/mcp-use ★10.9k