{"slug":"pipecat","name":"Pipecat","kind":"framework","deliveryMethods":["framework"],"kindLabel":"Framework","grade":"A+","score":90,"tagline":"Python framework for real-time voice and multimodal conversational agents, with composable pipelines over WebSockets or WebRTC","description":"An open-source Python framework that orchestrates audio, video, AI services, and conversation pipelines for real-time voice agents.","tags":["real-time","multimodal","webrtc","voice-agent","multi-agent","telephony"],"url":"https://way.space/tool/pipecat","stars":"—","category":"voice","categories":["voice"],"repo":"https://github.com/pipecat-ai/pipecat","website":"https://pipecat.ai","license":"BSD-2-Clause","maintainers":[{"login":"pipecat-ai","url":"https://github.com/pipecat-ai","isMember":false,"verified":false},{"login":"markbackman","url":"https://github.com/markbackman","isMember":false,"verified":false},{"login":"aconchillo","url":"https://github.com/aconchillo","isMember":false,"verified":false},{"login":"kompfner","url":"https://github.com/kompfner","isMember":false,"verified":false}],"scoreWhy":[{"label":"Contributors & bus-factor","detail":"13 recent contributors","direction":"positive"},{"label":"Commit recency","detail":"last commit 1d ago","direction":"positive"},{"label":"Commit cadence","detail":"3444 commits in 90 days","direction":"positive"},{"label":"Issue close ratio","detail":"92% of issues closed","direction":"positive"},{"label":"Release cadence","detail":"34 releases in 12 months","direction":"positive"},{"label":"Stars (log-damped)","detail":"16,793 stars (log-damped)","direction":"positive"},{"label":"Star authenticity","detail":"star-velocity check unavailable — GitHub no longer publishes stargazer timestamps for this repo","direction":"neutral"},{"label":"Engagement-to-star ratio","detail":"healthy engagement (0.56 per star)","direction":"positive"}]}