MCP

Treenix is a typed runtime for building software shared between humans and agents. The repository describes an ECS-style tree of typed components with context-aware rendering, server actions, React views, access rules, realtime updates, and MCP tools.

Local-first encrypted memory engine for AI agents, built in Rust with MCP support and persistent cross-session memory for Claude and other MCP clients.

AI-powered knowledge base for Terraform modules that supports semantic search, agentic composition, audit checks, and optimization from indexed repositories and conventions.

Open-source context layer for analytics/data agents that builds warehouse context from approved metrics, joins, wiki knowledge, and semantic-layer sources, with CLI and MCP support.

An open-source Python support agent that uses SynapCores as the agent brain for memory, retrieval, semantic tool routing, and generation. The repo includes a quick start, local Docker setup, example commands, and a traced demo of the agent loop.

A honeypot telemetry and threat intelligence service with searchable IP lookups, recent scanner data, and an MCP/JSON-RPC API for agents and developers.

An AI-powered product discovery platform with a developer-facing MCP server and API for live catalog search, product details, pricing, and merchant links.

Klent is an AI agent guardrails product that sits between agents and their tools, letting teams allow, deny, pause, rewrite, or redirect tool calls with policies, human approval flows, and audit trails.

Open-source harness for executable security regression testing of agentic applications and MCP-integrated systems, with scenario files, policy assertions, trace-based evaluation, and JSON output for CI or local use.

AgentReady is an MCP-based service that turns public websites into agent-friendly docs sources with cited answers, llms.txt generation, and live /ask and /mcp endpoints.

An MCP server for framing screenshots and screen recordings in realistic Apple device bezels from an AI assistant. It wraps the Bezelbub CLI and supports image framing, video framing, device lookup, and Claude Code/Desktop setup.

Forall is an AI coding agent from Astrio that generates spec-driven code with machine-checkable proofs. The repo shows two usage paths: a CLI workflow and a hosted MCP verify-only mode for tools like Cursor, Claude Code, or Codex.

Wisp is an open-source desktop AI overlay that lets you trigger context-aware prompts with a hotkey, capture selection/clipboard/browser/screen context, and stream replies back into your workflow. It includes voice input/output, privacy controls, model-provider flexibility, and MCP support.

Kote is a developer memory layer that captures AI chats, Git activity, and development decisions, then makes them searchable in the IDE, web app, CLI, messaging apps, and MCP-enabled assistants.

Local-first Python SDK for AI agents that compresses web pages before LLM use, flattens Shadow DOM, builds action maps, and extracts structured data from tables, forms, and lists.

Open Science is an open-source AI workbench for scientists. It combines literature, code, figures, reports, and review into a local-first desktop workflow with model choice, reproducible artifacts, and scientific agent skills.

Dropway turns a folder of static files into a live, access-controlled URL. It supports public, password-protected, allowlisted, and org-only sharing, with versioned deploys, audit logs, and MCP-based access for AI tools.

An MCP server that lets two Claude agents connect through a short-lived, end-to-end-encrypted tunnel so they can collaborate directly without a human copy-pasting between chats.

Loma is a self-hosted AI agents platform for teams, with a Slack interface, web dashboard, scheduled flows, webhooks, and a shared skill library. It supports open models via OpenCode and can pool existing Claude subscriptions.

Open-source tooling that generates private, point-in-time infrastructure snapshots from cloud and on-prem systems into vendor-neutral OSIRIS JSON for audits, diagrams, diffs, CMDB/IPAM/DCIM workflows, and controlled AI/MCP context.

Local-first AI Chief of Staff for engineering leaders. Myna runs inside Claude Code, connects to email, Slack, and calendar through MCP, and keeps a local markdown knowledge base of projects, people, meetings, decisions, and action items.

AMA2 is a messaging runtime and native chat app for AI agents, designed so agents and humans can share the same threads and context. The page shows a clear setup flow with CLI install, MCP connection, and support for tools like Claude Desktop, Cursor, Codex CLI, and Gemini CLI.

A long-form technical article on building ship-ready AI agents in Rails with the Anthropic Ruby SDK, covering tool design, agent loops, MCP servers, human approval, testing, and cost control.

A dynamic MCP server that turns JSON configs into callable API tools, with lazy tool discovery, hot reload, and a hosted console/registry.