Personal Workspace
Public
openclaw
Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
Preview catalog
Explore portable AI capabilities
Search by project, capability, or tag; check whether it is safe to try, portable to your AI host, and clear about risks.
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Software Development & Delivery
Public
superpowers
An agentic skills framework & software development methodology that works.
Developer Workflow
Public
hermes-agent
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
Model Serving Runtime
Preview
Ollama Local Model Runtime Pack
Model serving runtime for checking serving behavior, resource use, API compatibility, and rollback boundaries.
Model inferenceServingResource budget
MCP Tool Integration
Public
markitdown
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
LLM Application Framework
Public
langchain
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
Visual & Multimedia Creation
Public
ComfyUI
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
Software Development & Delivery
Public
gemini-cli
An open-source AI agent that brings the power of Gemini directly into your terminal.
Browser Automation
Public
browser-use
Browser automation project for web operations, testing, extraction, and permission-boundary checks.
Browser automationWeb tasksTest accounts
Software Development & Delivery
Public
codex
Lightweight coding agent that runs in your terminal
Data Analysis & Investment Research
Public
PaddleOCR
Turn any PDF or image document into structured data for your AI. A powerful, lightweight OCR toolkit that bridges the gap between images/PDFs and LLMs. Supports 100+ languages.
Vector Retrieval and RAG
Public
claude-mem
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Research & Knowledge Management
Public
ragflow
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
Software Development & Delivery
Public
OpenHands
🙌 OpenHands: AI-Driven Development
Frontend Agents and Generative UI
Public
daytona
Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.
Generative UIFrontend agentsReact
MCP Tool Integration
Public
caveman
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Data Analysis & Investment Research
Public
OpenBB
Financial data platform for analysts, quants and AI agents.
MCP Tool Integration
Public
Scrapling
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Data and AI Pipeline
Public
pathway
Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.
Data pipelineAI workflowState management
MCP Tool Integration
Public
cline
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
ruflo
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Workflow Automation
Public
autogen
A programming framework for agentic AI
Vector Retrieval and RAG
Public
mem0
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Software Development & Delivery
Public
OpenSpec
Spec-driven development (SDD) for AI coding assistants.
Software Development & Delivery
Public
prettier
Prettier is an opinionated code formatter.
Customer and Team Operations
Public
twenty
Customer and team operations project for checking CRM/low-code data models, permissions, workflows, and rollback.
CRMLow-codeTeam workflows
Research & Knowledge Management
Public
llama_index
LlamaIndex is the leading document agent and OCR platform
Software Development & Delivery
Preview
Aider AI Pair Programming CLI Pack
Aider capability pack for terminal-based AI pair programming, codebase editing, model setup, repo workflows, and safe verification steps.
Vector Retrieval and RAG
Public
milvus
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Developer Workflow
Public
siyuan
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
MCP Tool Integration
Public
GitNexus
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Tool Connections & Integrations
Public
FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
Research & Knowledge Management
Public
quivr
Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you want.
Software Development & Delivery
Public
trivy
Find vulnerabilities, misconfigurations, secrets, SBOM in containers, Kubernetes, code repositories, clouds and more
Research & Knowledge Management
Public
LightRAG
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
Data Analysis & Investment Research
Public
Vane
Vane is an AI-powered answering engine.
Software Development & Delivery
Public
dspy
DSPy: The framework for programming—not prompting—language models
Research & Knowledge Management
Public
graphrag
A modular graph-based Retrieval-Augmented Generation (RAG) system
LLM Application Framework
Public
langgraph
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
MCP Tool Integration
Public
continue
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
conductor
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Vector Retrieval and RAG
Public
qdrant
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Vector Retrieval and RAG
Public
sim
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Agent SDK and Runtime
Public
composio
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
Vector Retrieval and RAG
Public
Chroma Vector Database Pack
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
MCP Tool Integration
Public
smolagents
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Research & Knowledge Management
Public
gitleaks
Find secrets with Gitleaks 🔑
MCP Tool Integration
Public
gpt-researcher
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
graphiti
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
supermemory
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Tool Connections & Integrations
Public
kestra
Event Driven Orchestration & Scheduling Platform for Mission Critical Applications
Developer Workflow
Public
vibe-kanban
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
MCP Tool Integration
Public
agentscope
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
qmd
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Software Development & Delivery
Public
trufflehog
Find, verify, and analyze leaked credentials
Software Development & Delivery
Public
shields
Concise, consistent, and legible badges in SVG and raster format
Agent SDK and Runtime
Preview
OpenAI Agents Python SDK Pack
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Vector Retrieval and RAG
Public
OpenViking
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
opendataloader-pdf
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Data and AI Pipeline
Public
fastmcp
Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.
Data pipelineAI workflowState management
MCP Tool Integration
Public
kotaemon
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
haystack
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
serena
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
crush
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
browser-automation
Public
crawlee
Crawlee—A web scraping and browser automation library for Node.js to build reliable crawlers. In JavaScript and TypeScript. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Works with Puppeteer, Playwright, Cheerio, JSDOM, and raw HTTP. Both headful and headless mode. With proxy rotation.
Research & Knowledge Management
Public
pandas-ai
Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG.
MCP Tool Integration
Public
letta
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Data and AI Pipeline
Public
prefect
Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.
Data pipelineAI workflowState management
Agent SDK and Runtime
Public
promptfoo
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
Tool Connections & Integrations
Public
MaxKB
MaxKB is a Doramagic preview pack compiled from public project evidence and validation signals.
MCP Tool Integration
Public
adk-python
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
owl
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Self-hosted AI Workspace
Public
opik
Self-hosted LLM web UI covering Docker deployment, auth, model backends, OAI/Ollama endpoints, and reverse proxy checks.
Self-hosted LLMDocker deploymentModel backends
Vector Retrieval and RAG
Public
cognee
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
LLM Application Framework
Public
langchainjs
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
Agent SDK and Runtime
Public
pydantic-ai
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
Software Development & Delivery
Public
olmocr
Toolkit for linearizing PDFs for LLM datasets/training
Vector Retrieval and RAG
Public
weaviate
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Agent SDK and Runtime
Public
RagaAI-Catalyst
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
Data and AI Pipeline
Public
dagster
Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.
Data pipelineAI workflowState management
Vector Retrieval and RAG
Public
memvid
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Data Analysis & Investment Research
Public
FinRL
FinRL®: Financial Reinforcement Learning. 🔥
Personal Workspace
Public
Memori
Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.
Developer Workflow
Public
trigger.dev
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
Visual & Multimedia Creation
Public
ComfyUI-Manager
ComfyUI-Manager is an extension designed to enhance the usability of ComfyUI. It offers management functions to install, remove, disable, and enable various custom nodes of ComfyUI. Furthermore, this extension provides a hub feature and convenience functions to access a wide range of information within ComfyUI.
Customer Communication & Team Operations
Public
unstructured
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.
Frontend Agents and Generative UI
Public
ragas
Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.
Generative UIFrontend agentsReact
Tool Connections & Integrations
Public
outlines
Structured Outputs
Software Development & Delivery
Public
memU
From workspace to agent memory
MCP Tool Integration
Public
midscene
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
tvm
Open Machine Learning Compiler Framework
Software Development & Delivery
Public
Instructor Structured Outputs Pack
Instructor capability pack for reliable JSON, Pydantic response models, typed extraction, validation retries, and provider-portable LLM workflows.
browser-automation
Public
SeleniumBase
SeleniumBase is a framework for UI Testing, Web Scraping, and Stealth. Passes every bot-detection test with CDP Mode, and extends Playwright.
MCP Tool Integration
Public
typescript-sdk
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Visual & Multimedia Creation
Public
HunyuanVideo
HunyuanVideo: A Systematic Framework For Large Video Generation Model
Software Development & Delivery
Preview
E2B Sandbox Code Execution Pack
E2B capability pack for isolated sandboxes where AI agents can safely execute code, process data, run commands, and manage files.
Vector Retrieval and RAG
Public
zvec
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
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
turbovec
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
fastapi_mcp
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
reader
Convert any URL to an LLM-friendly input with a simple prefix https://r.jina.ai/
MCP Tool Integration
Public
humanlayer
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Tool Connections & Integrations
Public
PocketFlow
Pocket Flow: 100-line LLM framework. Let Agents build Agents!
Software Development & Delivery
Public
cocoindex
Incremental engine for long horizon agents 🌟 Star if you like it!
Developer Workflow
Public
ckeditor5
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
Observability and Evaluation
Public
phoenix
Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.
ObservabilityEvaluationQuality metrics
Software Development & Delivery
Public
metaflow
Build, Manage and Deploy AI/ML Systems
MCP Tool Integration
Public
mcp-use
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
MemOS
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings
Data Analysis & Investment Research
Public
presidio
An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.
Software Development & Delivery
Public
checkov
Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.
Research & Knowledge Management
Public
paper-qa
High accuracy RAG for answering questions from scientific documents with citations
Software Development & Delivery
Public
BentoML
The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!
Software Development & Delivery
Public
EverOS
Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Codex, OpenClaw, Hermes, and more
MCP Tool Integration
Public
PraisonAI
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Security Review & Permission Governance
Public
bandit
Bandit is a tool designed to find common security issues in Python code.
Vector Retrieval and RAG
Public
deep-searcher
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
Upsonic
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Self-hosted AI Workspace
Public
R2R
Self-hosted LLM web UI covering Docker deployment, auth, model backends, OAI/Ollama endpoints, and reverse proxy checks.
Self-hosted LLMDocker deploymentModel backends
Vector Retrieval and RAG
Public
Verba
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Tool Connections & Integrations
Public
agent-squad
Flexible and powerful framework for managing multiple AI agents and handling complex conversations
Observability and Evaluation
Public
evidently
Observability and evaluation project for turning logs, quality metrics, drift, or experiment results into reviewable signals.
ObservabilityEvaluationQuality metrics
Tool Connections & Integrations
Public
steel-browser
🔥 Open Source Browser API for AI Agents & Apps. Steel Browser is a batteries-included browser sandbox that lets you automate the web without worrying about infrastructure.
Research & Knowledge Management
Public
feast
The Open Source Feature Store for AI/ML
Data Analysis & Investment Research
Public
flyte
Dynamic, resilient AI orchestration. Coordinate data, models, and compute as you build AI workflows.
MCP Tool Integration
Public
OpenSpace
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Tool Connections & Integrations
Public
LaVague
Large Action Model framework to develop AI Web Agents
Data and AI Pipeline
Public
marvin
Data and AI pipeline project for checking inputs, outputs, state, latency, recovery, and deployment boundaries.
Data pipelineAI workflowState management
Software Development & Delivery
Public
trafilatura
Python & Command-line tool to gather text and metadata on the Web: Crawling, scraping, extraction, output as CSV, JSON, HTML, MD, TXT, XML
MCP Tool Integration
Public
genkit
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Research & Knowledge Management
Public
minisearch
Tiny and powerful JavaScript full-text search engine for browser and Node
Frontend Agents and Generative UI
Public
harness-sdk
Frontend agent and generative UI project for checking React/Angular integration, app actions, UI state, and UX boundaries.
Generative UIFrontend agentsReact
MCP Tool Integration
Public
XcodeBuildMCP
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
pgai
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
UltraRAG
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
potpie
Spec-driven development for large codebases
Software Development & Delivery
Public
zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
Research & Knowledge Management
Public
TaskingAI
The open source platform for AI-native application development.
Vector Retrieval and RAG
Public
superduper
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
honcho
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
agents
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
MCP Tool Integration
Public
Kiln
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
solace-agent-mesh
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
zep
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
exa-mcp-server
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
infinity
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Customer Communication & Team Operations
Public
detect-secrets
An enterprise friendly way of detecting and preventing secrets in code.
Software Development & Delivery
Public
memory-lancedb-pro
Enhanced LanceDB memory plugin for OpenClaw — Hybrid Retrieval (Vector + BM25), Cross-Encoder Rerank, Multi-Scope Isolation, Management CLI
Research & Knowledge Management
Public
ragapp
The easiest way to use Agentic RAG in any enterprise
MCP Tool Integration
Public
notion-mcp-server
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
gptme
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
spec-workflow-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
agenta
The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.
Software Development & Delivery
Public
AdalFlow
AdalFlow: The library to build & auto-optimize LLM applications.
Vector Retrieval and RAG
Public
rocketride-server
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Vector Retrieval and RAG
Public
cozo
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Tool Connections & Integrations
Public
yacy_search_server
Distributed Peer-to-Peer Web Search Engine and Intranet Search Appliance
MCP Tool Integration
Public
excel-mcp-server
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Tool Connections & Integrations
Public
nano-graphrag
A simple, easy-to-hack GraphRAG implementation
Software Development & Delivery
Public
LazyLLM
Easiest and laziest way for building multi-agent LLMs applications.
MCP Tool Integration
Public
Unity-MCP
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Customer Communication & Team Operations
Public
neo
Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService, and self-healing loops.
Data Analysis & Investment Research
Public
sqlmesh
Scalable and efficient data transformation framework - backwards compatible with dbt.
Personal Workspace
Public
ReMe
ReMe: Memory Management Kit for Agents - Remember Me, Refine Me.
Tool Connections & Integrations
Public
EvoAgentX
🚀 EvoAgentX: Building a Self-Evolving Ecosystem of AI Agents
Tool Connections & Integrations
Public
fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Vector Retrieval and RAG
Public
prompttools
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Research & Knowledge Management
Public
tinysearch
🔍 Tiny, full-text search engine for static websites built with Rust and Wasm
Software Development & Delivery
Public
OSWorld
[NeurIPS 2024] OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
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
Research & Knowledge Management
Public
Jets.js
Native CSS search engine
MCP Tool Integration
Public
memobase
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Data Analysis & Investment Research
Public
seekdb
The AI-Native Search Database. Best for agent storage, it unifies vector, text, structured, and semi-structured data into a single engine. This all-in-one database makes agents smarter, easier to run, and more stable.
Vector Retrieval and RAG
Public
trieve
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Research & Knowledge Management
Public
OpenKB
OpenKB: Open LLM Knowledge Base
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
MCP Tool Integration
Public
mcp-proxy
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Data Analysis & Investment Research
Public
hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
Software Development & Delivery
Public
code-interpreter
Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app
Vector Retrieval and RAG
Public
LLMStack
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Self-hosted AI Workspace
Public
deep-research-web-ui
Self-hosted LLM web UI covering Docker deployment, auth, model backends, OAI/Ollama endpoints, and reverse proxy checks.
Self-hosted LLMDocker deploymentModel backends
Vector Retrieval and RAG
Public
kernel-memory
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
edgequake
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Research & Knowledge Management
Public
MiniRAG
[ACL2026] "MiniRAG: Making RAG Simpler with Small and Open-Sourced Language Models"
Vector Retrieval and RAG
Public
yt-fts
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
bm25s
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
webclaw
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
dsRAG
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
LLM Application Framework
Public
langmem
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
MCP Tool Integration
Public
ktx
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
qdrant-client
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
AIPex
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
browser-automation
Public
browserable
Open source and self-hostable browser automation library for AI agents
Software Development & Delivery
Public
mistral-common
Official inference library for pre-processing of Mistral models
Software Development & Delivery
Public
kernels
Build compute kernels and load them from the Hub.
MCP Tool Integration
Public
cavemem
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
pipenet
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
agent-memory
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
Software Development & Delivery
Public
djblets
A collection of useful extensions for Django.
Software Development & Delivery
Public
vite-plugin-top-level-await
Transform code to support top-level await in normal browsers for Vite.
MCP Tool Integration
Public
OpenHands-CLI
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
piia-engram
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
ReviewBot
A tool for running automated static analysis on code posted to a Review Board instance.
Vector Retrieval and RAG
Public
ToM-SWE
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
Security Review & Permission Governance
Public
pydantic-ai-backend
File Storage & Sandbox Backends for Pydantic AI: console tools for file operations, Docker-isolated sandboxes for safe execution, and permission system with presets for access control. Enables secure multi-user handling and testing in agents via in-memory, local, or containerized storage.
Software Development & Delivery
Public
sovereign-skills
12 production-grade skills for AI coding agents — setup, scope, discipline, code review, security, session management. Works with Claude Code, Codex, and Cursor.
MCP Tool Integration
Public
mem0-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
remnic
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
sverklo
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
instar
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
agent-workspace-linux
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
kgb
Python function spy support for unit tests
Software Development & Delivery
Public
gptme-agent-template
Agent workspace template for gptme - create persistent autonomous agents that build, learn, socialize, and assist you with whatever you need.
MCP Tool Integration
Public
palinode
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
filecoin-pin
Filecoin Pin
MCP Tool Integration
Public
slm-mesh
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
MCP-Platform
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
continuum
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
Midas
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
neuralmind
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
wet-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
mind-mem
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
yade-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
memorycrystal
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Developer Workflow
Public
Velune-CLI
Developer workflow project for checking task state, code/agent collaboration, permissions, and delivery boundaries.
Developer workflowTask boardAgent collaboration
MCP Tool Integration
Public
nlm-memory
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.
Agent SDK and Runtime
Public
agentassay
Agent SDK project for checking tool calls, state, handoffs, traces, evaluation, and permission boundaries.
Agent SDKTool callsHandoffs
MCP Tool Integration
Public
Causal-Memory-Layer
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
coding-ethos
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
ms-365-admin-mcp-server
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
Vex
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
browser-automation
Public
browser-agent-driver
LLM-driven browser automation with wallet extension testing. Accessibility tree + optional vision.
Vector Retrieval and RAG
Public
CodeAtlas
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
kioku-mesh
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
nucleus-mcp
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Data Analysis & Investment Research
Public
claude-investment-skills
Investment-research skills for Claude Code: top-down macro-aware framework, bilingual EN/CN NL triggers, Telegram alerts (2-min cron + 1-3s webhook). For personal-finance buy-side use (swing/position/LEAPS) — not HFT. See NEXT-STEPS.md for roadmap.
Vector Retrieval and RAG
Public
claude-memory-kit
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
hecateq-openagent
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
mcp-agent-portal
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
toolregistry-hub
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
agent-skills
A collection of agent skills for Claude Code, Cursor, and other AI coding tools
Vector Retrieval and RAG
Public
ai-mind-map
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
ai-omni-skills-mcp-retrieval
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
copilot-sync
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
cpp-quick-start-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
decoy-scan
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
knitbrain
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
loom
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
oh-no-my-claudecode
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
python-typelets
Type hints and utility objects for Python and Django projects.
MCP Tool Integration
Public
sanook-cli
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
acpx
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
add-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
aegisdb
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
agent-device
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
clawskills
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
cli
The official CLI for Lark/Feishu open platform
Security Review & Permission Governance
Public
csec-node-agent
New Relic Security Agent for Node.js
MCP Tool Integration
Public
firebase-tools
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
firecrawl-mcp-server
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
LLM Application Framework
Public
langgraphjs
LLM application framework for checking model, prompt, tool, retrieval, and chain integration boundaries.
LLM appsRAGTool calling
Data Analysis & Investment Research
Public
mantine-datatable
Mantine DataTable
Vector Retrieval and RAG
Public
memex
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
mnemo
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Software Development & Delivery
Public
node-newrelic
New Relic agent
MCP Tool Integration
Public
node804-mcp-toolkit
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
open-knowledge
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Research & Knowledge Management
Public
pagecast
Preview local HTML reports, Markdown docs, and static mini apps, then publish
Software Development & Delivery
Public
redux-toolkit
The official, opinionated, batteries-included toolset for efficient Redux development
Software Development & Delivery
Public
stagehand
An AI web browsing framework focused on simplicity and extensibility.
MCP Tool Integration
Public
suggest-skills
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
Customer Communication & Team Operations
Public
telecom-mas-agent
A conversational AI-driven telecom multi-agent system for managing call balances, push notifications, marketing, targeting, and sales.
Vector Retrieval and RAG
Public
valis-cli
Vector retrieval project for checking embedding storage, query semantics, RAG integration, data boundaries, and rollback.
Vector databaseRAGEmbeddings
MCP Tool Integration
Public
verel
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration
MCP Tool Integration
Public
xurgo-atlas
MCP tool integration project for safely connecting external tools, services, or data sources to an AI host.
MCPTool callingHost configuration