OpenClaw¿ñÀ¿16Íòstar£¬£¬£¬£¬ £¬£¬ÊÇʱ¼äÁÄÁÄAgent ToolsµÄABÃæÁË
2026-03-01 14:25:45

±à¼­£üÑîÎÄ¡¢Panda

×î½ü£¬£¬£¬£¬ £¬£¬OpenClaw »ðµÃÒ»ËúºýÍ¿¡£¡£¡£¡£¡£ ¡£

¶Ì¶Ì¼¸Ì죬£¬£¬£¬ £¬£¬Õâ¸ö¶¥×źìÉ«ÁúϺ Logo µÄ¿ªÔ´ AI ÖúÀí OpenClaw£¬£¬£¬£¬ £¬£¬¾ÍÔÚ GitHub ÉÏÕ¶»ñ³¬ 16 Íò star Á¿¡£¡£¡£¡£¡£ ¡£

Ëü¾ÍÏñÒ»¸ö 24X7 ÔÚÏߵij¬µÈÔ±¹¤£¬£¬£¬£¬ £¬£¬Ö»Ðèͨ¹ý WhatsApp¡¢Telegram µÈ̸ÌìÈí¼þ·¢Ö¸Á£¬£¬£¬ £¬£¬¾ÍÄÜ×Ô¶¯´¦Öóͷ£Óʼþ¡¢ÕûÀíÈÕÀú¡¢ä¯ÀÀÍøÒ³¡¢ÖÎÀíÎļþ£¬£¬£¬£¬ £¬£¬ÉõÖÁÖ´ÐдúÂë»òÍê³ÉÖØ´óʹÃü¡£¡£¡£¡£¡£ ¡£

µ«»ð¹é»ð£¬£¬£¬£¬ £¬£¬ÎÊÌâÒ²²»ÉÙ¡£¡£¡£¡£¡£ ¡£³ýÁ˰²ÅÅÖØ´ó¡¢ºÏ¹æÐÔ²îÍ⣬£¬£¬£¬ £¬£¬×îÊÜÚ¸²¡µÄ¾ÍÊÇÇå¾²Îó²îƵ·¢¡£¡£¡£¡£¡£ ¡£

ÓÐÍøÓÑÔÚ Shodan ÉÏËÑÁËÏ£¬£¬£¬£¬ £¬£¬·¢Ã÷Ðí¶àÔËÐÐÔÚ 18789 ¶Ë¿ÚµÄÍø¹Ø´¦ÓÚ¿ª·Å״̬£¬£¬£¬£¬ £¬£¬²¢ÇÒÁãÈÏÖ¤£¬£¬£¬£¬ £¬£¬Õâ¿ÉÄܵ¼Ö shell »á¼û¡¢ä¯ÀÀÆ÷×Ô¶¯»¯½Ó¿ÚºÍ API ÃÜԿй¶¡£¡£¡£¡£¡£ ¡£

ÏÖʵÉÏ£¬£¬£¬£¬ £¬£¬OpenClaw ÄÜÍê³ÉÉÏÊöʹÃü£¬£¬£¬£¬ £¬£¬¿¿µÄÊÇÒ»¸öͳһµÄ Gateway ÖÐÊàÀ´µ÷ÀíÖÖÖÖÍâµØ»òÔ¶³Ì tools£¬£¬£¬£¬ £¬£¬µ«ÎÊÌâҲǡǡ³öÔÚÕâÀ£¬£¬£¬ £¬£¬µ± Gateway ȱ·¦Í³Ò»ÖÎÀí£¬£¬£¬£¬ £¬£¬¹¤¾ßŲÓÃʧȥ¹Ü¿Ø£¬£¬£¬£¬ £¬£¬Ç徲Σº¦¾ÍÝëÈ»ÉÏÉý¡£¡£¡£¡£¡£ ¡£

Òò´Ë£¬£¬£¬£¬ £¬£¬ÎÒÃÇ¿ÉÒԵóöÒ»¸öÅжÏ:OpenClaw ÔÚ Agent Ó¦ÓòãÃæÕ¹ÏÖ³öÁÁÑÛµÄÁ¢Òì¼ÛÖµ£¬£¬£¬£¬ £¬£¬ºÜÊÇÊʺÏ̽Ë÷²âÊÔ£¬£¬£¬£¬ £¬£¬µ«ÏÖÔÚÔݲ»ÊÊÓÃÓÚÆóÒµÉú²úÇéÐÎ

OpenClaw µÄÄæ¾³£¬£¬£¬£¬ £¬£¬Ò²ÕÛÉä³öÆóÒµ¼¶ Agent µÄÕæÊµÐèÇ󣺲»µ«Êǹ¦Ð§Ç¿Ê¢£¬£¬£¬£¬ £¬£¬¸üÒªÇå¾²¿É¿Ø¡¢Ò×ÓÚ¼¯³É¡¢Äܹ»¹æÄ£»£»£»£»£»£» £»¯Â䵨¡£¡£¡£¡£¡£ ¡£ÕâÕýÊÇ»ðɽÒýÇæ AgentKit Òª½â¾öµÄÎÊÌâ¡£¡£¡£¡£¡£ ¡£

»ðɽÒýÇæ AgentKit ͨ¹ý AI ÄæÏò¹¤³ÌʵÏÖ´æÁ¿ÏµÍ³ÖÇÄÜ»¯×ª»»¡¢»ùÓÚ MCP µÄ¹¤¾ß¾«×¼ÕÙ»ØÓëÖÎÀí½µµÍ Token ÏûºÄ¡¢ÒÔ¼° Skills ×ʲú»¯ÖÎÀíºÍÁãÐÅÍÐÉí·Ýϵͳ£¬£¬£¬£¬ £¬£¬½â¾öÁËÆóÒµ Agent Â䵨Öй¤¾ßË鯬»¯¡¢Å²ÓõÍЧºÍÇ徲Σº¦Èý´ó½¹µãÍ´µã

ÕâЩÓÅÊÆÒѾ­ÔÚһЩÏÖʵ°¸ÀýÖлñµÃÁËÑéÖ¤¡£¡£¡£¡£¡£ ¡£

ºÃ±ÈÁãÊÛÐÐÒµ£¬£¬£¬£¬ £¬£¬Ò»¼ÒÌìÏÂÐÔÁ¬ËøÁãÊÛ¼¯ÍÅÔøÃæÁÙÖØ´óµÄÔËӪѹÁ¦£¬£¬£¬£¬ £¬£¬¿Í·þÍŶÓÌìÌìÐèÒª´¦Öóͷ£º£Á¿µÄÖØ¸´×Éѯ£¬£¬£¬£¬ £¬£¬ÇÒÐÅÏ¢ÅÌÎÊÀú³ÌÖ§ÀëÆÆËé¡£¡£¡£¡£¡£ ¡£¿£¿£¿£¿£¿Í·þÖ°Ô±ÍùÍùÐèÒª¿çÔ½ CRM¡¢WMS¡¢OMS µÈ 10 ¶à¸öϵͳ£¬£¬£¬£¬ £¬£¬µ¥´ÎÅÌÎʵĺÄʱ³¤´ï 2 ·ÖÖÓ¡£¡£¡£¡£¡£ ¡£

ͨ¹ýÒýÈë AgentKit µÄ Tools ¼Æ»®£¬£¬£¬£¬ £¬£¬Õâ¼Ò¼¯ÍÅÔÚ²»Ð޸ĺó¶Ë´úÂëµÄÌõ¼þÏ£¬£¬£¬£¬ £¬£¬Ê¹Óà MCP ЧÀͽ« 50 ¶à¸ö½¹µã½Ó¿Úת»¯ÎªÁ˾߱¸ÓïÒåÐÎòÄÜÁ¦µÄÖÇÄܹ¤¾ß¡£¡£¡£¡£¡£ ¡£ÕâÖÖ¡¸ÁãˢС¹µÄÖÇÄÜÈںϣ¬£¬£¬£¬ £¬£¬Èà Agent Äܹ»ÏñÊìÁ·Ô±¹¤Ò»ÑùÃ÷È·Óû§µÄÖØ´óÒâͼ¡£¡£¡£¡£¡£ ¡£µ±Óû§Ñ¯ÎÊ ¡¸¶©µ¥ A ÓÐÔùÆ·ÊÇʲô¡¹ ʱ£¬£¬£¬£¬ £¬£¬Agent »á×ÔÖ÷²ð½âÒâͼ£¬£¬£¬£¬ £¬£¬ÏȺóŲÓö©µ¥ÅÌÎÊ¡¢ÊµÊ±¿â´æÓë´ÙÏú¹æÔò¹¤¾ß£¬£¬£¬£¬ £¬£¬½«Ô­±¾ÐèÒª·ÖÖÓ¼¶µÄÅÌÎÊËõ¶ÌÖÁÃë¼¶¡£¡£¡£¡£¡£ ¡£Í¬Ê±£¬£¬£¬£¬ £¬£¬ÓÉÓÚ¹¤¾ßŲÓõÄ׼ȷÐÔÌáÉý£¬£¬£¬£¬ £¬£¬µ¥´Î½»»¥µÄ Token ÏûºÄ½µµÍÁË 70%¡£¡£¡£¡£¡£ ¡£

ͬÑùµÄÂß¼­ÔÚ½ðÈڿƼ¼ÁìÓòÒ²»ñµÃÁËÑéÖ¤¡£¡£¡£¡£¡£ ¡£Ò»¼Ò¿ç¾³Ö§¸¶¹«Ë¾Ê¹Óà AgentKit µÄ Skill Studio£¬£¬£¬£¬ £¬£¬½«ÖØ´óµÄºÏ¹æÓë·ç¿ØÕ½ÂÔ·âװΪ¿ÉÖ´ÐеÄ×ÔÁ¦ Skill¡£¡£¡£¡£¡£ ¡£ºÏ¹æ×¨¼ÒÎÞÐè±àд´úÂ룬£¬£¬£¬ £¬£¬¾ÍÄÜ¿ìËÙ°²ÅÅ ¡¸¿ç¾³´ó¶îÉúÒâ¾ÛÀàÆÊÎö¡¹ µÈÊÖÒÕ°ü£¬£¬£¬£¬ £¬£¬½«î¿ÏµÏìӦʱ¼ä´ÓÖܼ¶Ñ¹Ëõµ½ÁËСʱ¼¶¡£¡£¡£¡£¡£ ¡£¸üÖ÷ÒªµÄÊÇ£¬£¬£¬£¬ £¬£¬Agent Ϊÿһ±Ê¿ÉÒÉÉúÒâÌìÉúµÄ ¡¸¾öÒ鱨¸æ¡¹ ÖУ¬£¬£¬£¬ £¬£¬¶¼°üÀ¨ÁËÇåÎúµÄÂß¼­Á´£¨Reasoning Trace£©£¬£¬£¬£¬ £¬£¬¼«´óµØ»º½âÁ˺ϹæÉ󼯵ÄѹÁ¦¡£¡£¡£¡£¡£ ¡£

Agent Tools ºÎÒÔÂ䵨ÄÑ£¿£¿£¿£¿£¿

¼ÈÈ» Agent Tools ÔÆÔÆÓÐÓ㬣¬£¬£¬ £¬£¬ÄÇΪʲôֱµ½ÏÖÔÚ£¬£¬£¬£¬ £¬£¬ËüÃDzŸոÕ×îÏÈÔÚÆóÒµÓ¦Óó¡¾°ÖÐÂ䵨£¿£¿£¿£¿£¿

Õâ¾Í²»µÃ²»Ìáµ½ Agent Tools Ò»Ö±ÒÔÀ´ÃæÁÙµÄÈýºÆ½ÙÌ⣺¹¤¾ßË鯬»¯¡¢ÅþÁ¬Öش󻯺ÍÖÎÀíºÚºÐ»¯

ÆóÒµÄÚ²¿²»ÊÇûÓй¤¾ß£¬£¬£¬£¬ £¬£¬Ïà·´Êǹ¤¾ßÌ«¶à¡¢Ì«ÂÒ¡£¡£¡£¡£¡£ ¡£ÆóÒµÄÚ²¿³Á»ý×ÅÒÔÍò¼ÆµÄ´æÁ¿ API ºÍÀϾÉЧÀÍ£¬£¬£¬£¬ £¬£¬ÃûÌø÷Ò죬£¬£¬£¬ £¬£¬Îĵµ²ÐÆÆ£¬£¬£¬£¬ £¬£¬Ã»ÓÐͳһµÄ½»»¥±ê×¼¡£¡£¡£¡£¡£ ¡£

ÕâЩ¹¤¾ß±³ºóÅþÁ¬×ÅÆóÒµ½¹µãµÄÓªÒµÊý¾Ý£¬£¬£¬£¬ £¬£¬²»±Ø²»¿É£¬£¬£¬£¬ £¬£¬µ« Agent ÓëÍⲿ¹¤¾ß½»»¥µÄЭÒéÊÇ MCP£¬£¬£¬£¬ £¬£¬ÆóÒµÀï´ó×ÚЧÀÍÈ´ÈÔÊǹŰåµÄ HTTP API¡£¡£¡£¡£¡£ ¡£ÈôÊÇÒÀÀµÈ˹¤ÖðÒ»ÖØ¹¹£¬£¬£¬£¬ £¬£¬¿ª·¢ÖÜÆÚ¶¯éüÊýÔ£¬£¬£¬£¬ £¬£¬¸ú²»ÉÏÓªÒµµÄ½Ú×à¡£¡£¡£¡£¡£ ¡£

ºÃ½ûÖ¹Òװѹ¤¾ß½ÓͨÁË£¬£¬£¬£¬ £¬£¬ÏÂÒ»¸öÎÊÌâÓÖ³öÀ´ÁË£ºµ±¹¤¾ßÊýÄ¿ÅòÕ͵½Ò»¶¨¹æÄ££¬£¬£¬£¬ £¬£¬Ë­ÔÚŲÓÃʲô¡¢ÒÔʲôȨÏÞ¡¢Å²ÓÃЧ¹ûÊÇ·ñºÏ¹æ£¬£¬£¬£¬ £¬£¬ÕâЩ¶¼Ã»²½·¥»Ø¸²¡£¡£¡£¡£¡£ ¡£¹Å°åµÄ¾²Ì¬ API Key ºÍºã¾Ã token ×·×Ù²»ÁËŲÓÃÀú³Ì£¬£¬£¬£¬ £¬£¬Éó¼ÆÒ²×ö²»ÁË¡£¡£¡£¡£¡£ ¡£¹¤¾ßŲÓÃÄð³ÉÁËÒ»¸öºÚºÐ£¬£¬£¬£¬ £¬£¬ÆóÒµ²ãÃæÔâÊܲ»ÁËÕâÖÖΣº¦¡£¡£¡£¡£¡£ ¡£

»ðɽÒýÇæ´Óʵ¼ùÖÐÌáÁ¶µÄÒªÁìÂÛ

ÃæÁÙÕâЩÌôÕ½£¬£¬£¬£¬ £¬£¬»ðɽÒýÇæ´Ó Agent ¹¤¾ßŲÓõÄÉúÃüÖÜÆÚµÄ 5 ¸ö½×¶Î¹éÄÉ×ܽáÁËÉè¼Æ Tools Ó¦¸Ã˼Á¿µÄÒªº¦ÒªËؼ°ÒªÁì¡£¡£¡£¡£¡£ ¡£

ÔÚ»ðɽÒýÇæµÄÊÓ½ÇÏ£¬£¬£¬£¬ £¬£¬Tools ÊÇÅþÁ¬´óÓïÑÔÄ£×ÓÓëÏÖʵÌìϵġ¸¸Ð¹Ù¡¹Ó롸֫Ì塹£¬£¬£¬£¬ £¬£¬Ò»¸ö¼°¸ñµÄ Agent Tool ±ØÐèÊÇÒ»¸ö¡¸¿ÉÃ÷È·¡¢Çå¾²ÇҾ߱¸ÈÝ´íÄÜÁ¦¡¹µÄ½»»¥½Ó¿Ú

¿ª·¢½×¶Î£¬£¬£¬£¬ £¬£¬¿ª·¢ÕßÓ¦µ±³ä·ÖʹÓà Python ÀàÐÍϵͳ£¬£¬£¬£¬ £¬£¬ÅäºÏ Pydantic BaseModel ¾ÙÐвÎÊýÑéÖ¤£¬£¬£¬£¬ £¬£¬²¢Í¨¹ý Literal ÏÞÖÆÃ¶¾ÙÖµ£¬£¬£¬£¬ £¬£¬¸¨ÒÔÇåÎúµÄĬÈÏÖµÉ趨£¬£¬£¬£¬ £¬£¬´Ó»ù´¡ÉϱÜÃâÄ£×Ó¡¸Ï¹²Â¡¹µÄ¿ÉÄÜÐÔ¡£¡£¡£¡£¡£ ¡£

½Ó¿ÚÉè¼Æ²ãÃæ£¬£¬£¬£¬ £¬£¬ LLM ÎÞ·¨Ïñ¹Å°å³ÌÐòÄÇÑùͨ¹ýÊÖÒÕÎĵµÃ÷È·½Ó¿Ú£¬£¬£¬£¬ £¬£¬ËüÒÀÀµ×ÔÈ»ÓïÑÔÐÎòÀ´¾öÒéÔõÑùʹÓù¤¾ß¡£¡£¡£¡£¡£ ¡£Òò´Ë¿ª·¢ÕßÐèҪͶÈë´ó×Úʱ¼ä´òÄ¥ Docstring£¬£¬£¬£¬ £¬£¬Ê¹Óà Examples ºÍ Sample Case Ö¸µ¼Ä£×Ó׼ȷ´«²Î£¬£¬£¬£¬ £¬£¬²¢¼á³Ö¡¸¼òµ¥ÔðÈΡ¹Ô­Ôò£¬£¬£¬£¬ £¬£¬½«ÖØ´óµÄ×éºÏ½Ó¿Ú²ð½âΪ²ÎÊýÇåÎú¡¢Ö°ÔðÃ÷È·µÄСÐ͹¤¾ß£¬£¬£¬£¬ £¬£¬ÒÔ´ËÌáÉý Agent ¾öÒéÁ´Â·ÎȹÌÐÔ¡£¡£¡£¡£¡£ ¡£

¹¤¾ß±àÅŲãÃæ£¬£¬£¬£¬ £¬£¬µ×²ã MCP ¹¤¾ß½ç˵ÇåÎúºó£¬£¬£¬£¬ £¬£¬ÐèÒª½øÒ»²½Ë¼Ë÷ÔõÑù½«×ÔÁ¦¹¤¾ß×éºÏ³ÉʹÃüÁ÷¡£¡£¡£¡£¡£ ¡£ÕâÀïµÄ½¹µãÔ­ÔòÊǰ´Ê¹Ãüµ¼Ïò¾ÙÐй¤¾ß´ò°ü£¬£¬£¬£¬ £¬£¬²¢½ÓÄÉ¡¸½¥½øÊ½Åû¶¡¹Õ½ÂÔ£¬£¬£¬£¬ £¬£¬Æ¾Ö¤Ê¹ÃüÏ£Íû¶¯Ì¬ÌṩÏà¹Ø¹¤¾ß£¬£¬£¬£¬ £¬£¬×èÖ¹Òò¹¤¾ß¹ýÔØµ¼Ö Agent ¾öÒéÔÓÂÒ¡£¡£¡£¡£¡£ ¡£

µ±¹¤¾ß½øÈëÖ´ÐÐÁ÷³Ì£¬£¬£¬£¬ £¬£¬¹¹½¨×ÔÎÒÐÞ¸´ÄÜÁ¦±äµÃÖÁ¹ØÖ÷Òª¡£¡£¡£¡£¡£ ¡£¹¤¾ß²»Ó¦ÔÚÓöµ½¹ýʧʱֱ½ÓÅ׳öÒì³££¬£¬£¬£¬ £¬£¬¶øÓ¦·µ»Ø°üÀ¨ÐÞ¸´½¨ÒéµÄ½á¹¹»¯ÐÅÏ¢£¬£¬£¬£¬ £¬£¬ÅäºÏ²å¼þ×èµ²¹ýʧ²¢Ö¸µ¼ Agent ×Ô¶¯ÖØÊÔ¡£¡£¡£¡£¡£ ¡£

ΪÁ˰ü¹ÜÇå¾²£¬£¬£¬£¬ £¬£¬Human-in-the-loop »úÖÆ±Ø²»¿ÉÉÙ£¬£¬£¬£¬ £¬£¬ÔÚÃô¸Ð²Ù×÷Ö´ÐÐǰ±ØÐèͨ¹ýÈ˹¤È·ÈϽ«¾öÒéȨ»¹¸øÓû§¡£¡£¡£¡£¡£ ¡£Í¬Ê±£¬£¬£¬£¬ £¬£¬Í¨¹ýÒì³ÌÐòÓúÍЧ¹ûÕªÒªµÈÐÔÄÜÓÅ»¯ÊֶΣ¬£¬£¬£¬ £¬£¬¿ÉÒÔÓÐÓñÜÃâÉÏÏÂÎÄÒç³ö£¬£¬£¬£¬ £¬£¬È·±£ Agent ÔÚ´¦Öóͷ£ÖØ´óʹÃüʱÒÀÈ»Äܹ»¼á³Ö¼«ËÙÏìÓ¦¡£¡£¡£¡£¡£ ¡£

AgentKit µÄ¡¸Èý°å¸«¡¹

ÒªÁìÂÛ½â¾öµÄÊÇ¡¸ÔõôÉè¼ÆºÃ¹¤¾ß¡¹µÄÎÊÌ⣬£¬£¬£¬ £¬£¬¶ø AgentKit Òª½â¾öµÄ£¬£¬£¬£¬ £¬£¬ÔòÊÇÔõÑùÔÚÆóÒµ¼¶³¡¾°Öдó¹æÄ£Â䵨¡£¡£¡£¡£¡£ ¡£

»ðɽÒýÇæ AgentKit ´òÔìÁËÈ«Ð嵀 Gateway ÖÐÊ࣬£¬£¬£¬ £¬£¬Õâ¸ö Gateway ÐèÒª´¦Öóͷ£¸ß²¢·¢Á÷Á¿£¬£¬£¬£¬ £¬£¬Ö§³Ö°ÙÍò¼¶ QPS£¬£¬£¬£¬ £¬£¬Í¬Ê±½â¾öÒ»¸öÒªº¦ÎÊÌ⣺ÔõÑùÈà Agent Ã÷È·ÆóÒµµÄ¾É½Ó¿Ú£¿£¿£¿£¿£¿

AgentKit Gateway ÌṩÖÇÄÜ»¯µÄ ¡¸AI ת»»Æ÷¡¹£¬£¬£¬£¬ £¬£¬ÏÔÖø½µµÍÁËÆóÒµÓ¦Óà AI »¯µÄÃż÷¡£¡£¡£¡£¡£ ¡£Óû§ÉÏ´« Swagger/OpenAPI Îĵµ»òÒ»¶Î´úÂ룬£¬£¬£¬ £¬£¬´óÄ£×Ó¾ÍÄÜ×Ô¶¯ÌìÉúÇÐºÏ MCP ±ê×¼µÄ Tool Definition£¬£¬£¬£¬ £¬£¬°ÑȱʧµÄ²ÎÊýÐÎòºÍÓÃ;˵Ã÷²¹È«¡£¡£¡£¡£¡£ ¡£

ÌìÉú¹¤¾ßµÄʱ¼ä£¬£¬£¬£¬ £¬£¬Æ½Ì¨Í¬Ê±ÌìÉú²âÊÔÓÃÀý£¬£¬£¬£¬ £¬£¬Ä£Äâ Agent ŲÓÃÀ´ÑéÖ¤¹¤¾ßÄܲ»¿ÉÓᢷµ»ØÃûÌÃÊDz»Êǹ淶¡£¡£¡£¡£¡£ ¡£×ª»»Íê³ÉºóÖ±½ÓÈȼÓÔØµ½ Gateway ÉúЧ£¬£¬£¬£¬ £¬£¬²»±Ø¶¯Ò»ÐÐÓªÒµ´úÂë¡£¡£¡£¡£¡£ ¡£

ÕâÖÖÖÇÄÜת»¯±¾Ç®±ÈÈ˹¤Öع¹½µÁË 80%£¬£¬£¬£¬ £¬£¬×Ô¶¯ÌìÉúµÄ AI ÌáÐѴʱ»Ä£×Ó׼ȷÃ÷È·µÄ¸ÅÂÊÁè¼Ý 95%£¬£¬£¬£¬ £¬£¬ÀúÊ· API ת»¯Îª MCP ¹¤¾ßµÄ×Ô¶¯»¯Âʵִï 90%¡£¡£¡£¡£¡£ ¡£

µ±¹¤¾ßÊýÄ¿ÅòÕÍ£¬£¬£¬£¬ £¬£¬ÔõÑùÈ·±£ Agent Äܾ«×¼Å²ÓᢸßЧִÐУ¿£¿£¿£¿£¿

AgentKit Gateway ×÷ΪÖÐÊà Hub£¬£¬£¬£¬ £¬£¬´ÓÁ÷Á¿¡¢¿ØÖÆÓëÊý¾ÝÈý¸öά¶ÈʵÏÖͳһÖÎÀí¡£¡£¡£¡£¡£ ¡£

ÔÚÁ÷Á¿²ãÃæ£¬£¬£¬£¬ £¬£¬ÎÞÂÛÊÇ Agent ŲÓà MCP¡¢Agent ŲÓà Agent£¬£¬£¬£¬ £¬£¬ÕÕ¾É Agent ŲÓÃÄ£×ÓЧÀÍ£¬£¬£¬£¬ £¬£¬¶¼¿ÉÒÔͨ¹ý Gateway ¶ÔÁ÷Á¿×öͳһ´¦Öóͷ£¡£¡£¡£¡£¡£ ¡£ÔÚ¿ØÖƲãÃæ£¬£¬£¬£¬ £¬£¬Í¨¹ý Gateway ¿ØÖÆÌ¨¿ÉÒÔÉèÖà MCP ·ÓÉ¡¢Ä£×Ó·ÓÉ¡¢¸ºÔØÆ½ºâÕ½ÂÔ£¬£¬£¬£¬ £¬£¬ÒÔ¼°ÏÞÁ÷¡¢Çå¾²µÈ¹Å°åЧÀÍÖÎÀíÄÜÁ¦¡£¡£¡£¡£¡£ ¡£ÔÚÊý¾Ý²ãÃæ£¬£¬£¬£¬ £¬£¬Óë Agent Ïà¹ØµÄËùÓÐÔªÊý¾Ý£¬£¬£¬£¬ £¬£¬ºÃ±È MCP ÔªÊý¾Ý¡¢API ÔªÊý¾Ý¡¢Skills ÔªÊý¾Ý£¬£¬£¬£¬ £¬£¬¶¼ÔÚ Gateway ¾ÙÐÐͳһµÄÉúÃüÖÜÆÚÖÎÀí¡£¡£¡£¡£¡£ ¡£

AgentKit Gateway ÓÉÓ¦Óòã API Gateway Ñݽø¶øÀ´£¬£¬£¬£¬ £¬£¬»ðɽÒýÇæ API Gateway ÒÀÍÐ APIG ÒÑÍйܵĴó×Ú¿Í»§Ð§ÀÍÓë½Ó¿Ú£¬£¬£¬£¬ £¬£¬¿É±ã½Ý½«Æäת»»Îª MCP ¹© Agent ŲÓ㬣¬£¬£¬ £¬£¬ÕâÒ²Òâζ×ÅËüÒѾ­ÓÉ´ó×Ú»ðɽÒýÇæÓªÒµÏÖʵ³¡¾°Ä¥Á·¡£¡£¡£¡£¡£ ¡£

Õë¶ÔÔ­Éú MCP ŲÓÃÖб£´æµÄ Context ÈßÓà¡¢Token ÏûºÄ¹ý´ó¼°»Ã¾õÎÊÌ⣬£¬£¬£¬ £¬£¬AgentKit Gateway ÒýÈëÁ˶ÀÍ̵Ť¾ßËÑË÷ºÍÕٻؼƻ®¡£¡£¡£¡£¡£ ¡£Óû§¿ÉÒÔÆ¾Ö¤³¡¾°ÐèÒª×Ô½ç˵×éºÏÈô¸É MCP Tools£¬£¬£¬£¬ £¬£¬²¢Í¨¹ý Tag ģʽËÑË÷£¬£¬£¬£¬ £¬£¬»ùÓÚ³¡¾°¡¢·ÖÀà Tag Öð¼¶Õö¿ª MCP Tool£¬£¬£¬£¬ £¬£¬ÌáÉýŲÓÃЧÂÊÓë׼ȷÐÔ¡£¡£¡£¡£¡£ ¡£

²âÊÔÊý¾ÝÏÔʾ£¬£¬£¬£¬ £¬£¬ÔÚ 50+ tools ŲÓõÄÖØ´ó¸ºÔØÏ£¬£¬£¬£¬ £¬£¬MCP ŲÓà tokens Ͻµ 70%£»£»£»£»£»£» £»Í¨¹ý Schema ÓÅ»¯£¬£¬£¬£¬ £¬£¬Öش󹤾ßŲÓõIJÎÊýÌî³ä׼ȷÂÊÌáÉýÖÁ 98.5%£»£»£»£»£»£» £»ÍŽáÓïÒ建´æÊÖÒÕ£¬£¬£¬£¬ £¬£¬³£Óù¤¾ßÏìÓ¦ËÙÂÊÌáÉý 300%¡£¡£¡£¡£¡£ ¡£

ЧÂÊÌáÆðÀ´ÁË£¬£¬£¬£¬ £¬£¬ÏÂÒ»¸öÒª½â¾öµÄÊǹ¤¾ßµÄ¿É¸´ÓúͿÉÖÎÀí

ÀëÉ¢µÄ¹¤¾ßÓþÃÁË£¬£¬£¬£¬ £¬£¬ÍŶÓÖ®¼ä»á·ºÆðÖØ¸´¿ª·¢¡¢°æ±¾ÔÓÂÒµÄÇéÐΡ£¡£¡£¡£¡£ ¡£Îª´Ë£¬£¬£¬£¬ £¬£¬»ðɽÒýÇæ¹¹½¨ÁË AgentKit Registry ÕâÒ»ÄÚ²¿×é¼þ£¬£¬£¬£¬ £¬£¬¿ÉÒÔ½« MCP¡¢Skills µÈÖÖÖÖ×ÊÔ´¾ÙÐÐͳһע²áºÍÖÎÀí¡£¡£¡£¡£¡£ ¡£

ÔÚ´Ë»ù´¡ÉÏ£¬£¬£¬£¬ £¬£¬ËûÃÇ»¹ÒýÈëÁË Skills£¬£¬£¬£¬ £¬£¬ÆäÔÚÊÖÒÕ±ê×¼ÉÏÓë Claude Code Skills ¼á³ÖÍêÈ«¼æÈÝ£¬£¬£¬£¬ £¬£¬Í¬Ê±ÔöÌíÁËÆóÒµ¼¶ÖÎÀíά¶È¡£¡£¡£¡£¡£ ¡£

AgentKit ½« Skills ÊÓΪÆóÒµ½¹µãÊý×Ö×ʲú£¬£¬£¬£¬ £¬£¬Ìṩ´Ó¿ª·¢¡¢²âÊÔ¡¢Ðû²¼µ½ÏÂÏßµÄÈ«ÉúÃüÖÜÆÚÖÎÀí¡£¡£¡£¡£¡£ ¡£

ͨ¹ýƽ̨¼¶ÄÜÁ¦£¬£¬£¬£¬ £¬£¬AgentKit ½« Skills ÖÎÀí²ð½âΪÌìÉú¡¢ÖÎÀí¡¢·¢Ã÷ÓëÖ´ÐÐÈý¸ö»·½Ú¡£¡£¡£¡£¡£ ¡£

ÏêϸÀ´Ëµ£¬£¬£¬£¬ £¬£¬¿ª·¢ÕßÊ×ÏÈ¿ÉÒÔ»ùÓÚÔ¤ÖÃµÄ skill-creator£¬£¬£¬£¬ £¬£¬½«ÍÅ¶ÓµÄ SOP¡¢Ä£°å¡¢¾ç±¾³ÁµíΪ¿É¸´ÓÃµÄ Skills °ü£»£»£»£»£»£» £»ÔÙͨ¹ý Skills ÖÐÐÄͳһÍê³É×¢²á¡¢¸üÐÂÓë°æ±¾Ðû²¼£¬£¬£¬£¬ £¬£¬½â¾öÁË¿çÍŶӹ²ÏíÄÑ¡¢°æ±¾ÔÓÂÒºÍȨÏÞ½çÏß²»ÇåµÄÎÊÌâ¡£¡£¡£¡£¡£ ¡£×îºó Skills Sandbox ͨ¹ý Skills ¿Õ¼ä°´Ðè¼ÓÔØ£¬£¬£¬£¬ £¬£¬Óë LLM ½»»¥¾öÒéʹÓÃÄÄЩ Skills£¬£¬£¬£¬ £¬£¬ÔÚ Sandbox ÖиôÀëÖ´Ðв¢ÌìÉú×îÖÕʹÃüЧ¹û¡£¡£¡£¡£¡£ ¡£

±ðµÄ£¬£¬£¬£¬ £¬£¬Çå¾²ÎÊÌâÒ²ÊÇ Agent ½øÈëÆóÒµÉú²úÇéÐÎʱ±ØÐè¿çÔ½µÄÃż÷

ÔÚ Agent ×ÔÖ÷Ö´ÐÐʹÃüµÄ³¡¾°Ï£¬£¬£¬£¬ £¬£¬Î£º¦À´×Ô Agent »áÔÚÎÞÈ˹¤Öð²½È·ÈϵÄÇéÐÎÏ£¬£¬£¬£¬ £¬£¬¶àÂÖ¡¢¶à²½¡¢¿çϵͳŲÓù¤¾ß¡£¡£¡£¡£¡£ ¡£Ò»¸öʧ¿ØµÄ Agent ¿ÉÄÜÔÚ¼¸ÃëÄÚÍê³É¶à´ÎÃô¸Ð²Ù×÷£¬£¬£¬£¬ £¬£¬¹Å°å¼øÈ¨ÏµÍ³È´ÎÞ·¨×·×Ù¡¸Ë­Å²Óõġ¢ÔÚʲôÇéÐÎÏÂŲÓá¢ÒÔʲôȨÏÞŲÓṡ£¡£¡£¡£¡£ ¡£

¶ø AgentKit Identity Õë¶Ô Agent ÔËÐÐÊ±ÖØÐ½ç˵ÁËÉí·ÝÓëȨÏÞ£¬£¬£¬£¬ £¬£¬Í¨¹ýÒýÈë Agent Persona Óë Delegation Chain£¨Î¯ÍÐÁ´£©£¬£¬£¬£¬ £¬£¬ÒÔÁãÐÅÍз½·¨ÔÚÿһ´Î¹¤¾ßŲÓÃÉÏÖ´ÐÐÕ½ÂÔÅжÏÓëÉ󼯣¬£¬£¬£¬ £¬£¬È·±£Ã¿´Î¹¤¾ßŲÓö¼¿É¿Ø¡¢¿É×·Ô𡢿ÉÉ󼯡£¡£¡£¡£¡£ ¡£

ÏêϸÀ´Ëµ£¬£¬£¬£¬ £¬£¬AgentKit Identity ͨ¹ý¶¯Ì¬ÔÝʱƾ֤ȡ´úºã¾ÃÃÜÔ¿£¬£¬£¬£¬ £¬£¬ÍŽá¶Ëµ½¶ËίÍÐÁ´ÊµÏÖϸÄ廯ÊÚȨ¡£¡£¡£¡£¡£ ¡£

ÆäÖУ¬£¬£¬£¬ £¬£¬¶Ëµ½¶ËίÍÐÁ´ÊÇÆä½¹µã»úÖÆ£¬£¬£¬£¬ £¬£¬Ëü½«ÖÕ¶ËÓû§Éí·Ý¡¢Agent Persona¡¢»á»°»òʹÃüÉÏÏÂÎİó¶¨Îª¿ÉÑéÖ¤µÄÉí·ÝÁ´Â·£¬£¬£¬£¬ £¬£¬²¢ÔÚ Agent ŲÓà Tool »ò MCP µÄÀú³ÌÖÐÇ徲ת´ï¡£¡£¡£¡£¡£ ¡£

ÕâÒâζ×Å£¬£¬£¬£¬ £¬£¬Ã¿Ò»´Î¹¤¾ßŲÓö¼»áÑéÖ¤ÍêÕûµÄίÍÐÁ´£¬£¬£¬£¬ £¬£¬È·±£²Ù×÷ȨÏÞÓëÏÖʵִÐÐÕßÉí·ÝÑÏ¿á¶ÔÓ¦£¬£¬£¬£¬ £¬£¬´Ó¶øÊµÏÖÕæÕýµÄ×îСȨÏÞÔ­ÔòºÍÔðÈοÉ×·ËÝ¡£¡£¡£¡£¡£ ¡£

½áÓï

ÔÚ 2026 ÄêÍ·µÄÕⳡÖÇÄÜÌåÈȳ±ÖУ¬£¬£¬£¬ £¬£¬OpenClaw µÄ±¬»ðÈÃËùÓÐÈË¿´µ½ÁË Agent ×ßÏòÎïÀíÌìϵĿÉÄÜÐÔ¡£¡£¡£¡£¡£ ¡£È»¶ø£¬£¬£¬£¬ £¬£¬ÕâÖÖ¿ÉÄÜÐÔÔÚ½øÈëÆóÒµ¼¶Ó¦ÓÃʱ£¬£¬£¬£¬ £¬£¬ÍùÍù»áת»¯ÎªÖØ´óµÄÇå¾²½¹ÂÇ¡£¡£¡£¡£¡£ ¡£Ö»¹ÜÕâ¸ö¿ªÔ´ÏîĿչÏÖÁËÃÔÈ˵ÄÔ¸¾°£¬£¬£¬£¬ £¬£¬µ«Æäµ×²ã¼Ü¹¹ÔÚÒþ˽±£»£»£»£»£»£» £»¤ºÍȨÏÞÊܿط½Ãæ±£´æÏÔÖøÈ±ÏÝ£¬£¬£¬£¬ £¬£¬ÉõÖÁÒý·¢ÁËÉçÇø¹ØÓÚ²»·¨Å²ÓÃµÄÆÕ±éÖÊÒÉ¡£¡£¡£¡£¡£ ¡£

»ðɽÒýÇæ AgentKit ̽Ë÷Á˸üÍêÕûµÄ½â·¨¡£¡£¡£¡£¡£ ¡£

×÷ΪÆóÒµ¼¶ AI Agent ÉúÃüÖÜÆÚÆ½Ì¨£¬£¬£¬£¬ £¬£¬AgentKit ÈÏÕæÌṩÔËÐÐʱ¡¢Ó°Ïó¿â / ֪ʶ¿â¡¢ÄÚÖù¤¾ß¡¢Íø¹Ø¡¢Éí·ÝµÈ»ù´¡ÉèÊ©ÄÜÁ¦£¬£¬£¬£¬ £¬£¬×ÊÖúÆóÒµ°ÑÖÖÖÖÖÇÄÜÌåÇå¾²µØ¿ª·¢¡¢°²ÅźÍÔËÐÐÆðÀ´¡£¡£¡£¡£¡£ ¡£

AgentKit ͨ¹ýÁãÐÅÍмܹ¹Ó붯̬ƾ֤»úÖÆ£¬£¬£¬£¬ £¬£¬ÎªÃ¿Ò»¸ö Tool ŲÓù¹½¨Á˿ɿ¿µÄÇå¾²¶ÜÅÆ£¬£¬£¬£¬ £¬£¬Èà OpenClaw ¸üÊʺÏÔÚÆóÒµ¼¶ÇéÐΰ²ÅźÍÔËÐС£¡£¡£¡£¡£ ¡£

»ùÓÚÕâÑùµÄ»ù´¡ÉèÊ©ÄÜÁ¦£¬£¬£¬£¬ £¬£¬»ðɽÒýÇæ¼´½«ÍƳöÆóÒµ¼¶ÖÇÄÜÖúÀí£¬£¬£¬£¬ £¬£¬ÖÜÈ«¼¯³É CUA¡¢MCP¡¢Ô¤Öà Skills µÈÄÜÁ¦Î¬¶È£¬£¬£¬£¬ £¬£¬ÅäºÏÈË»úЭͬ¼øÈ¨¡¢IAM ϸÄ廯ȨÏÞÖÎÀí¡¢TOS ÊÂÇéÇø³¤ÆÚ»¯µÈ»úÖÆ£¬£¬£¬£¬ £¬£¬Íƶ¯ AI ´ÓСÎÒ˽¼ÒÖúÀíÏòÈÏÕæÈΡ¢Á÷³Ì»¯µÄÆóÒµ¼¶¡¸Êý×ÖÔ±¹¤¡¹Ñݽø¡£¡£¡£¡£¡£ ¡£

·ÅÑÛδÀ´£¬£¬£¬£¬ £¬£¬Agent µÄ¾ºÕù½«´Ó±ÈÆ´´óÄÔתÏò½ÏÁ¿¹¤¾ßÁ´¡£¡£¡£¡£¡£ ¡£´óÄ£×ÓÌṩÁËÂß¼­»ù´¡£¡£¡£¡£¡£ ¡£¬£¬£¬£¬ £¬£¬¶øÉú²úÍ£µ±µÄ Agent Tools ¾öÒéÁËÓªÒµÂ䵨µÄÉî¶È¡£¡£¡£¡£¡£ ¡£ÆóÒµÐèÒªµÄ£¬£¬£¬£¬ £¬£¬ÕýÊÇ»ðɽÒýÇæ AgentKit ÕâÑùµÄÄܹ»Í³Ò»´¦Öóͷ£Á÷Á¿¡¢¿ØÖÆÓëÊý¾ÝµÄÖÎÀíÖÐÊ࣬£¬£¬£¬ £¬£¬ÆäÕýÔÚЭÖú¸÷ÐÐÒµÁìÏÈÕß½«¹ÌÓеÄÊý×Ö»¯ÄÜÁ¦×ª»¯ÎªÖÇÄÜÌå¿É×ÔÈôÔËÓõÄ×ʲú£¬£¬£¬£¬ £¬£¬´Ó¶øÔÚÕâÒ»³¡Éî¿ÌµÄÓªÒµÄÜÁ¦ AI »¯À˳±ÖУ¬£¬£¬£¬ £¬£¬½ç˵ÐÂʱ´úµÄ¾ºÕù¹æÔò¡£¡£¡£¡£¡£ ¡£

AgentKit ÕýÔÚ»ðÈȹ«²âÖУ¬£¬£¬£¬ £¬£¬¸ÐÐËȤµÄÅóÙ­¿ÉÒÔÃâ·ÑÉêÇëÌåÑ飺

https://www.vo°²ºÍÌåÍâÕï¶ÏÓÐÏÞ¹«Ë¾lcengine.com/contact/agentkit-0206