Open Source●Mid
ChatbotX, an open-source alternative to ManyChat
Yet another ManyChat clone, but adds MCP support for AI agent integration.
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hunterist
201mo ago
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GitHub Repository
Workflow framework for AI agents. MCP-native typed graphs, visual editor, Python export.
7 starsPython
Blacknode – Visual workflow builder Claude can drive via MCP
by temiroff·May 22, 2026·3 points·0 comments
AI Analysis
●●●BangerWizardryBig BrainZero to One
Agents build their own workflows through typed MCP tools instead of guessing fragile JSON graphs.
Strengths
- •MCP-first architecture gives agents typed tools to validate and self-correct graphs.
- •Live editor lets agents drive the running canvas while humans watch the assembly.
- •Export to readable Python enables versioning and extension beyond the visual interface.
Weaknesses
- •Public preview status means APIs and graph internals may still change significantly.
- •Niche audience limited to developers already building complex agent orchestration systems.
Category
Target Audience
AI engineers building agent workflows, automation developers
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LangFlow · ComfyUI · n8n
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