{"id":4367,"date":"2026-06-25T10:56:15","date_gmt":"2026-06-25T02:56:15","guid":{"rendered":"http:\/\/viplao.com\/?p=4367"},"modified":"2026-06-25T22:29:16","modified_gmt":"2026-06-25T14:29:16","slug":"github-%e7%83%ad%e9%97%a8-ai-%e6%8a%80%e8%83%bd-mcp-%e6%9c%8d%e5%8a%a1%e5%99%a8-top10","status":"publish","type":"post","link":"http:\/\/viplao.com\/index.php\/2026\/06\/25\/github-%e7%83%ad%e9%97%a8-ai-%e6%8a%80%e8%83%bd-mcp-%e6%9c%8d%e5%8a%a1%e5%99%a8-top10\/","title":{"rendered":"GitHub \u70ed\u95e8 AI \u6280\u80fd :MCP \u670d\u52a1\u5668 TOP10"},"content":{"rendered":"\n<style>\nUI',Roboto,sans-serif;background:#ffffff;color:#000000;line-height:1.7}\n.wrap{max-width:1020px;margin:0 auto;padding:40px 24px}\nh1{font-size:2.2rem;font-weight:800;margin-bottom:6px;color:#000}\nh2{font-size:1.5rem;font-weight:700;margin:48px 0 16px;padding-bottom:8px;border-bottom:2px solid #e5e7eb;color:#111;position:relative}\nh3{font-size:1.15rem;font-weight:600;margin:28px 0 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\u63a5\u4e0a\u771f\u5b9e\u7684\u5de5\u5177\u548c\u6570\u636e\uff0c2026 \u5e74\u6700\u706b\u751f\u6001\uff0887.6K \u2b50 \u5b98\u65b9\u4ed3\u5e93\uff09\u3002<\/p>\n\n<div class=\"item\"><div class=\"rank r1\">1<\/div><div class=\"item-body\"><div class=\"item-name\"><a href=\"https:\/\/github.com\/modelcontextprotocol\/servers\" target=\"_blank\" rel=\"noopener\">MCP \u5b98\u65b9\u670d\u52a1\u5668\u96c6\u5408<\/a> <span class=\"tag t-star\">\u2b50 87.6K<\/span> <span class=\"tag t-new\">Linux \u57fa\u91d1\u4f1a\u6807\u51c6<\/span><\/div><div class=\"item-desc\">MCP \u5b98\u65b9\u670d\u52a1\u5668\u2014\u2014Fetch\uff08\u7f51\u9875\u6293\u53d6\uff09\u3001Filesystem\uff08\u6587\u4ef6\u64cd\u4f5c\uff09\u3001Git\uff08\u4ed3\u5e93\u7ba1\u7406\uff09\u3001Memory\uff08\u77e5\u8bc6\u56fe\u8c31\uff09\u3001Sequential Thinking\u3002<\/div><div class=\"item-meta\">TypeScript \u00b7 87.6K \u2b50 \u00b7 15,926 \u4e2a mcp-server \u4ed3\u5e93 \u00b7 10 SDK<\/div><\/div><\/div>\n<div class=\"item\"><div class=\"rank r2\">2<\/div><div class=\"item-body\"><div class=\"item-name\"><a href=\"https:\/\/github.com\/github\/github-mcp-server\" target=\"_blank\" rel=\"noopener\">GitHub MCP Server<\/a> <span class=\"tag t-star\">\u2b50 20K<\/span> <span class=\"tag t-plat\">GitHub \u5b98\u65b9<\/span><\/div><div class=\"item-desc\">GitHub \u5b98\u65b9 MCP \u670d\u52a1\u5668\u2014\u2014PR \u7ba1\u7406\u3001Issue \u64cd\u4f5c\u3001\u4ee3\u7801\u641c\u7d22\u3001\u4ed3\u5e93\u7ba1\u7406\uff0c\u8ba9 AI \u76f4\u63a5\u64cd\u63a7 GitHub\u3002<\/div><div class=\"item-meta\">TypeScript \u00b7 GitHub API \u00b7 PR\/Issue\/Code \u00b7 \u4e2a\u4eba\u8bbf\u95ee\u4ee4\u724c<\/div><\/div><\/div>\n<div class=\"item\"><div class=\"rank r3\">3<\/div><div class=\"item-body\"><div class=\"item-name\"><a href=\"https:\/\/github.com\/firecrawl\/firecrawl\" target=\"_blank\" rel=\"noopener\">Firecrawl MCP<\/a> <span class=\"tag t-star\">\u2b50 6.5K+<\/span> <span class=\"tag t-new\">\u7f51\u9875\u6293\u53d6<\/span><\/div><div class=\"item-desc\">\u5c06\u4efb\u4f55\u7f51\u7ad9\u8f6c\u4e3a LLM \u53cb\u597d\u6570\u636e\u2014\u201413+ \u5de5\u5177\u8986\u76d6\u722c\u53d6\/\u641c\u7d22\/\u63d0\u53d6\uff0c\u53bb\u9664\u5bfc\u822a\/\u5e7f\u544a\uff0c\u7559\u4e0b\u7eaf\u51c0\u5185\u5bb9\u3002<\/div><div class=\"item-meta\">TypeScript \u00b7 \u7f51\u9875\u6293\u53d6 \u00b7 \u7ed3\u6784\u5316\u63d0\u53d6 \u00b7 JS \u6e32\u67d3<\/div><\/div><\/div>\n<div class=\"item\"><div class=\"rank r4\">4<\/div><div class=\"item-body\"><div class=\"item-name\"><a href=\"https:\/\/github.com\/supabase\/mcp\" target=\"_blank\" rel=\"noopener\">Supabase MCP<\/a> <span class=\"tag t-star\">\u2b50 2.6K<\/span> <span class=\"tag t-plat\">Supabase \u5b98\u65b9<\/span><\/div><div class=\"item-desc\">Supabase \u5b98\u65b9 MCP \u670d\u52a1\u5668\u2014\u2014AI \u76f4\u63a5\u8fde\u63a5 Supabase \u9879\u76ee\uff0c\u6267\u884c\u6570\u636e\u5e93\u64cd\u4f5c\u3001\u7ba1\u7406\u8ba4\u8bc1\u548c\u5b58\u50a8\u3002<\/div><div class=\"item-meta\">TypeScript \u00b7 \u6570\u636e\u5e93\u64cd\u4f5c \u00b7 Auth\/Storage \u00b7 SQL \u67e5\u8be2<\/div><\/div><\/div>\n<div class=\"item\"><div class=\"rank r5\">5<\/div><div class=\"item-body\"><div class=\"item-name\"><a href=\"https:\/\/github.com\/benborla\/mcp-server-mysql\" target=\"_blank\" rel=\"noopener\">MySQL MCP Server<\/a> <span class=\"tag t-star\">\u2b50 1.5K<\/span> <span class=\"tag t-plat\">\u6570\u636e\u5e93<\/span><\/div><div class=\"item-desc\">MySQL \u6570\u636e\u5e93\u96c6\u6210\u2014\u2014Node.js \u5b9e\u73b0\uff0c\u53ef\u914d\u7f6e\u8bbf\u95ee\u63a7\u5236 + Schema \u68c0\u67e5\uff0cAI \u76f4\u63a5\u67e5\u8be2 MySQL\u3002<\/div><div class=\"item-meta\">TypeScript \u00b7 MySQL \u00b7 \u8bbf\u95ee\u63a7\u5236 \u00b7 Schema \u68c0\u67e5<\/div><\/div><\/div>\n<div class=\"item\"><div class=\"rank r6\">6<\/div><div class=\"item-body\"><div class=\"item-name\"><a href=\"https:\/\/github.com\/ClickHouse\/mcp-clickhouse\" target=\"_blank\" rel=\"noopener\">ClickHouse MCP<\/a> <span class=\"tag t-star\">\u2b50 750<\/span> <span class=\"tag t-plat\">ClickHouse \u5b98\u65b9<\/span><\/div><div class=\"item-desc\">ClickHouse \u5b98\u65b9 MCP \u670d\u52a1\u5668\u2014\u2014Schema \u68c0\u67e5 + \u67e5\u8be2\u80fd\u529b\uff0c\u8ba9 AI \u5206\u6790 OLAP \u6570\u636e\u3002<\/div><div class=\"item-meta\">Python \u00b7 OLAP \u67e5\u8be2 \u00b7 Schema \u68c0\u67e5 \u00b7 \u5206\u6790\u578b\u6570\u636e\u5e93<\/div><\/div><\/div>\n<div class=\"item\"><div class=\"rank r7\">7<\/div><div class=\"item-body\"><div class=\"item-name\"><a href=\"https:\/\/github.com\/neo4j-contrib\/mcp-neo4j\" target=\"_blank\" rel=\"noopener\">Neo4j MCP<\/a> <span class=\"tag t-star\">\u2b50 940<\/span> <span class=\"tag t-plat\">\u56fe\u6570\u636e\u5e93<\/span><\/div><div class=\"item-desc\">Neo4j \u56fe\u6570\u636e\u5e93\u96c6\u6210\u2014\u2014\u6267\u884c Cypher \u67e5\u8be2\u3001\u77e5\u8bc6\u56fe\u8c31\u8bb0\u5fc6\u3001\u7ba1\u7406 Aura \u5b9e\u4f8b\u3002<\/div><div class=\"item-meta\">Python \u00b7 Cypher \u67e5\u8be2 \u00b7 \u77e5\u8bc6\u56fe\u8c31 \u00b7 Neo4j Aura<\/div><\/div><\/div>\n<div class=\"item\"><div class=\"rank r8\">8<\/div><div class=\"item-body\"><div class=\"item-name\"><a href=\"https:\/\/github.com\/redis\/mcp-redis\" target=\"_blank\" rel=\"noopener\">Redis MCP<\/a> <span class=\"tag t-star\">\u2b50 480<\/span> <span class=\"tag t-plat\">Redis \u5b98\u65b9<\/span><\/div><div class=\"item-desc\">Redis \u5b98\u65b9 MCP \u670d\u52a1\u5668\u2014\u2014\u7ba1\u7406\u548c\u641c\u7d22 Redis \u6570\u636e\uff0c\u652f\u6301 RediSearch \u67e5\u8be2\u3002<\/div><div class=\"item-meta\">Python \u00b7 Redis \u5b98\u65b9 \u00b7 \u6570\u636e\u641c\u7d22 \u00b7 \u7f13\u5b58\u7ba1\u7406<\/div><\/div><\/div>\n<div class=\"item\"><div class=\"rank r9\">9<\/div><div class=\"item-body\"><div class=\"item-name\"><a href=\"https:\/\/github.com\/pab1it0\/prometheus-mcp-server\" target=\"_blank\" rel=\"noopener\">Prometheus MCP<\/a> <span class=\"tag t-star\">\u2b50 410<\/span> <span class=\"tag t-plat\">\u76d1\u63a7<\/span><\/div><div class=\"item-desc\">Prometheus \u76d1\u63a7\u96c6\u6210\u2014\u2014\u67e5\u8be2\u548c\u5206\u6790 Prometheus \u6307\u6807\uff0c\u8ba9 AI \u7406\u89e3\u7cfb\u7edf\u8fd0\u884c\u72b6\u6001\u3002<\/div><div class=\"item-meta\">Python \u00b7 PromQL \u00b7 \u76d1\u63a7\u6307\u6807 \u00b7 \u544a\u8b66\u5206\u6790<\/div><\/div><\/div>\n<div class=\"item\"><div class=\"rank r10\">10<\/div><div class=\"item-body\"><div class=\"item-name\"><a href=\"https:\/\/github.com\/domdomegg\/airtable-mcp-server\" target=\"_blank\" rel=\"noopener\">Airtable MCP<\/a> <span class=\"tag t-star\">\u2b50 430<\/span> <span class=\"tag t-plat\">\u65e0\u4ee3\u7801\u6570\u636e\u5e93<\/span><\/div><div class=\"item-desc\">Airtable 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\u68c0\u67e5<\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[38,39,46],"views":3,"_links":{"self":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/4367"}],"collection":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/comments?post=4367"}],"version-history":[{"count":1,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/4367\/revisions"}],"predecessor-version":[{"id":4368,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/posts\/4367\/revisions\/4368"}],"wp:attachment":[{"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/media?parent=4367"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/categories?post=4367"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/viplao.com\/index.php\/wp-json\/wp\/v2\/tags?post=4367"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}