Tools & MCP¶
Directories, discovery tools, model deployment platforms, and MCP resources for building with AI.
Tools¶
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AI Tools Directory - from Forward Future¶
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Starred AI Repos - Sortable list of AI github repositories¶
Search & Documentation¶
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Perplexity - AI search or Comet Perplexity browser¶
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Gitmcp.io - Create a Remote MCP server for any GitHub repository¶
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Deepwiki - Wiki-style documentation for any GitHub repository¶
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Gitinjest - Turn any Git repository into a simple text digest of its codebase¶
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Gitdiagram - Turn any GitHub repository into an interactive diagram¶
AI Development & Model Deployment¶
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Huggingface - The AI community building the future: Models ยท Spaces ยท Datasets¶
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Replicate - Deploying and running ML models (inference)¶
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21st.dev - Discover, share & remix the best UI components¶
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Shadcn - Generate and configure shadcn/ui components¶
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Copilotkit.ai - Build an AI copilot for your app¶
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Braintrust.dev - Evals¶
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Spec Kit - Toolkit to help you get started with Spec-Driven Development¶
Content Creation¶
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Ideagram - Generate stunning images¶
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11ElevenLabs - Voice AI platform¶
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Tavus - Conversational Video Interface¶
Productivity & Note-Taking¶
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Obsidian - Markdown Editor¶
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Wisprflow - Voice dictation¶
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Notebook LM - Understand complex topics, ask questions, & get instant insight¶
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OpenClaw - Clawdbot Personal AI assistant¶
MCP¶
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MCP - Model Context Protocol (MCP) Official Documentation¶
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MCP Registry - Official MCP Registry¶
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MCP Hub - Library of secure, containerized MCP servers¶
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MCP Registry from Mastra - A registry of MCP registries¶
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FastMCP - The fast, Pythonic way to build MCP servers and clients¶