Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft character in real-time, allowing AI assistants to build structures, explore the world, and interact with the game environment through natural language instruction

MCP Server for interacting with Android Devices.

Smart code reading for humans and AI agents. Definitions, callers, dependencies and function-level diffs from tree-sitter. One binary, no index. MCP server + CLI. Install: cargo install tilth or npx tilth

An instruction layer for AI coding agent

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.

Overture is an open-source, locally running web interface delivered as an MCP (Model Context Protocol) server that visually maps out the execution plan of any AI coding agent as an interactive flowchart/graph before the agent begins writing code.

AI-powered spec generation and review using multi-repo code graph intelligence for backend teams that ship to production.

A growing collection of MCP servers bringing offensive security tools to AI assistants. Nmap, Ghidra, Nuclei, SQLMap, Hashcat and more.

A command-line interface for interacting with MCP (Model Context Protocol) servers using both stdio and HTTP transport.

🌋 Build AI agents that seamlessly combine LLM reasoning with real-world actions via MCP tools — in just a few lines of TypeScript.

CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, and mapping tools—all with simple MCP tool calls or API calls or Python functions.

🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support

MCP server for browser automation via Jan Browser extension - provides tools for web navigation, interaction, and search

A Linear MCP server for interacting with Linear's API

Identity oracle and trust layer for autonomous AI agents. Bidirectional KYA and trust scoring.

Takeoffs, measured routes and schedules from construction drawings; PDF to CAD (DXF free, DWG $2).

MCP-native AI SRE: ask what's broken in production, get a reviewed GitHub fix PR.

MCP registry: 138k servers crawled, handshake-validated, reliability-scored. 744 production-safe.

Agent-updated work tracker for builders directing AI across multiple projects.

Supplement research, biomarker effects, drug interactions, and brand quality data

US federal contracting data: open solicitations, buying agencies, contractors, price history.

AI-powered foreclosure auction intelligence for Florida counties via MCP tools.

Reuse your team's AI instructions (Bindings and Stacks) from Bindry in any MCP client.