MCP Tool Integration
Public
ragflow
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Tag preview
Retrieval Augmentation
11 preview projects.
Research & Knowledge Management
Public
llama_index
LlamaIndex is the leading document agent and OCR platform
Research & Knowledge Management
Public
LightRAG
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
MCP Tool Integration
Public
dspy
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Agent SDK and Runtime
Public
composio
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
Observability and Evaluation
Public
deepeval
Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.
ObservabilityEvaluationQuality metrics
MCP Tool Integration
Public
headroom
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Vector Retrieval and RAG
Public
Verba
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
notebooklm-mcp
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
google_workspace_mcp
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Research & Knowledge Management
Public
grainulation
The grainulation ecosystem. Structured research, decision-making, and knowledge management for AI agents.