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hydrag-benchmark

Studio Playbook Contributors

Local-only RAG benchmarking CLI — measures recall, MRR, chunk overlap, latency, and BEIR IR metrics

Skillai-ml
1 dir

ff-toolkit

FFmpeg operations as LLM-callable tools — clip, merge, extract audio, add subtitles, transcode.

MCP Servermcp
51 dir

iil-bfagent-llm

LLM integration for BFAgent Hub ecosystem — DB-driven routing, LiteLLM backend, resilient adapters (ADR-089)

Agentai-agents
1 dir

anyllm

A thin, unified LLM abstraction layer. Call any LLM with a single API.

Skillai-ml
1 dir

relational-memory

A relationship-aware memory layer for LLM chatbots — models the relationship, not just facts

Skillai-ml
11 dir

daimon-sdk

processd contributors

Typed async Python SDK for daimon MCP services.

MCP Servermcp
1 dir

treerag

Sagar Jadhav

Lightweight structural RAG library — index documents as trees, query without a vector DB.

Skillai-ml
1 dir

extradoc

File-based Google Docs representation library for LLM agents

Agentai-agents
1 dir

rapidfireai

RapidFire AI: Rapid experimentation for easier, faster, and more impactful AI customization. Built for agentic RAG, context engineering, fine-tuning, and post-training of LLMs and other DL models.

...more
Agentai-agents
1 dir

token-metrics

Monica P

A simple token utilization tracking library for LLM APIs

Skillai-ml
1 dir

flaude

flaude contributors

Spin up Fly.io machines to execute Claude Code prompts

Skillai-ml
11 dir

ragy

A simple RAG (Retrieval-Augmented Generation) framework for Python.

Skillai-ml
11 dir

evallm-qa

QA framework for evaluating LLM outputs based on user-defined metrics

Skillai-ml
1 dir

ebbingcontext

Ebbinghaus Forgetting Curve-Based Context Management Engine for LLM Agents

MCP Servermcp
1 dir

suncombo-odoo-mcp

MCP Server for Odoo ERP - generic CRUD, search, and schema exploration

MCP Servermcp
1 dir

denai

🐺 Your private AI den. Local LLM assistant with tools, memory and zero cloud dependency.

Skillai-ml
1 dir

spike-mcp

MCP server that connects Claude to Jira and Confluence for AI-powered spike research, technical design, and ticket creation

...more
MCP Servermcp
1 dir

mcp-msdefenderkql

MCP server for Microsoft Defender Advanced Hunting - execute KQL queries via natural language

MCP Servermcp
1 dir

mirts-bench

MiniRTS LLM Benchmark

Skillai-ml
1 dir

sygen

TIME DESIGN LLC

AI assistant framework with multi-agent orchestration, background tasks, and persistent memory.

Agentai-agents
1 dir