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GitHub
AI Infra·2025
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CocoIndex

cocoindex-io·CocoIndex

Keeps codebases, PDFs, Slack, and docs continuously indexed for RAG and knowledge graphs by recomputing only what changed, not the whole dataset. You declare target state in Python; a Rust engine maintains it with per-row lineage back to the source.

#github#mlops#ai-library#ai-workflow#RAG+1
GitHub
AI Agent·2025
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OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Mengkang Hu, Yuhang Zhou +15·CAMEL-AI

Coordinates role-playing agents to automate real-world tasks — web search and browsing, code execution, document parsing, and multimodal handling. Built on the CAMEL-AI framework; scored 69.09% on the GAIA benchmark, topping open-source frameworks.

#mcp#ai-agent#agent-skills#ai-framework#llm+3
GitHub
AI Others·2025
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System Prompts and Models of AI Tools

x1xhlol·x1xhlol (Lucas Valbuena)

Collects the leaked and reverse-engineered system prompts, internal tool definitions, and model configs of 25+ proprietary AI coding assistants — Cursor, v0, Devin, Replit, Windsurf, Claude Code and more. Reveals what each is told to do.

#prompt-engineering#github#ai-tools#LLM#ai-agent+2
GitHub
AI Agent·2025
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NVIDIA NeMo Agent Toolkit

NVIDIA

Framework-agnostic library for connecting and optimizing teams of AI agents built in LangChain, LlamaIndex, CrewAI, Semantic Kernel, or Google ADK. Profiles them down to individual tokens, traces execution, and runs built-in evaluation.

#nvidia#ai-agent#ai-tools#mcp#mcp-client+5
GitHub
MCP Server·2025
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BlenderMCP

Siddharth (ahujasid)·Siddharth Ahuja

Runs an MCP server that lets an LLM like Claude drive Blender directly: create and edit objects, apply materials, inspect scenes, and run Python. Pulls assets from Sketchfab, Poly Haven, and Hyper3D so prompts build editable 3D scenes.

#mcp#mcp-server#mcp-client#claude#anthropic+5
GitHub
AI Client·2025
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TaxHacker

vas3k

Extracts and structures data from receipts, invoices and transaction documents using configurable LLM prompts for a self-hosted accounting workflow. Offers multi-currency (including crypto) historical conversion, custom fields/prompts, batch processing and Docker-based deployment for local data control.

#ocr#finance#docker#postgres#ai-tools+4
GitHub
AI Coding·2025
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Kilo

Kilo-Org

Runs as an AI coding agent across VS Code, JetBrains, and the CLI, with model switching, specialized agents, code review, and autonomous execution modes.

#ai-coding#ai-agent#ai-tools#github#mcp+5
GitHub
AI Agent·2025
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XianyuAutoAgent

shaxiu, cv-cat (contributor)

Provides 7×24 automated customer service for the Xianyu marketplace with multi-expert routing, context-aware dialogue, and a laddered bargaining system. Built in Python and designed to run against an LLM provider with browser-cookie integration for web interactions.

#chatbot#ai-agent#prompt-engineering#python#llm+3
GitHub
MCP Client·2025
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MCP for Unity

CoplayDev, Aura

Bridges LLM-driven AI assistants to the Unity Editor so models can create scenes, edit C# scripts, manage assets, run tests and automate game-dev workflows. Exposes 47 focused MCP tool entrypoints, supports many MCP clients, and is MIT-licensed for local use.

#mcp#mcp-client#mcp-server#ai-tools#llm+5
GitHub
AI Image·2025
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RF-DETR

Isaac Robinson, Peter Robicheaux +4·Roboflow, Carnegie Mellon University

Real-time DETR detector on a DINOv2 backbone, covering detection, segmentation, and keypoints. Ships in six sizes (Nano to 2XL), beats YOLO on the COCO speed-accuracy curve, and transfers better to non-COCO real-world domains.

#vision#pytorch#github#paper#ai-image+3
GitHub
MCP Server·2025
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Open source MCP servers for AWS (mcp)

AWS Labs (awslabs) / Amazon Web Services·Amazon Web Services (AWS)

Exposes AWS services to AI agents over the Model Context Protocol — querying databases, provisioning infrastructure with CDK/EKS/Lambda, and pulling live AWS docs. Each domain ships as its own server, so agents wire in only what a task needs.

#mcp#mcp-server#github#ai-tools#ai-development+1
GitHub
MCP Server·2025
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Serena

oraios·Oraios AI

Gives coding agents symbol-level codebase access via language servers (LSP), turning cross-file renames, reference lookups, and edits into precise operations instead of fragile text search. Runs as an MCP server spanning 40+ languages.

#mcp#mcp-server#mcp-client#ai-coding#ai-agent+3
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