Unified execution environment for Python code, shell commands, and programmatic MCP tool calls.

AI Agent skills to access structured datasets for startup founders

Open-source MCP knowledge mesh - self-host your second brain, expose it to AI agents, federate with peers.

Context-Engine MCP - Agentic Context Compression Suite

Example implementation of MCP Streamable HTTP client/server in Python and TypeScript.

A headless browser for AI agents that fetches modern web pages, runs JavaScript, manages sessions, and returns token-efficient Markdown.

A curated list of indie-built AI startups — bootstrapped, pre-seed, and angel-funded products only.

Universal memory runtime for AI agents

UK legal API for AI agents and researchers.

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

Self-hosted agent OS with skills, workflows, MCP, and second brain storage.

Open source alternative to Semrush and Ahrefs

Zotero MCP: Connects your Zotero research library with Claude and other AI assistants via the Model Context Protocol to discuss papers, get summaries, analyze citations, and more.

A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.

30 sec to give your AI agents persistent memory. Reduce 90% token consumption while also maintaining quality.

Go web crawler to scrape documentation sites and convert content to clean Markdown for LLM ingestion (RAG, training data).

AI assistant built with Streamlit, NVIDIA NIM (LLaMa 3.3:70B) / Ollama, and Model Control Protocol (MCP).

The Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

A Streamlit-based chat app for LLMs with plug-and-play tool support via Model Context Protocol (MCP), powered by LangChain, LangGraph, and Docker.

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.

Klavis AI: MCP integration platforms that let AI agents use tools reliably at any scale

Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone tool.

let any ai agent use the local browser