MCP

MCP server that lets AI agents control labgrid-managed embedded hardware labs through 47 tools, including power, console, flashing, muxing, SSH, and place management.

Open-source, local-first audit trail and detection layer for AI coding agents. It records tool calls from Cursor, Claude Code, Codex, and MCP servers, adds MITRE ATT&CK tags, correlates risky sequences, and can forward events to SIEM tools like Loki, Elastic, and Splunk.

A privacy-first personal finance app for Canada and the USA with budgeting, net worth tracking, goals, bill tracking, investment monitoring, and an official MCP integration.

A curated-taste API for architecture, art, design, and photography, with both REST endpoints and a native MCP server for AI agents. It offers search, similarity, provenance, and taste metadata across 2,500+ hand-selected projects, plus free keys and documented pricing.

DeepSQL is a self-hostable AI DBA agent for Postgres and MySQL that monitors workloads, rewrites slow queries, recommends indexes and materialized views, and connects through CLI, MCP, and Slack.

A self-hosted email client on Cloudflare Workers with an AI agent for reading inboxes, searching conversations, and drafting replies. The project includes deployment and setup instructions, feature details, and a clear Cloudflare-based architecture.

OpenScience is an open-source AI workbench for scientific research. It can read papers, plan hypotheses, write and run code, manage experiments, query scientific databases, and present results in a browser-based workspace.

A transparent MCP proxy and terminal UI for watching real client-to-server tool calls, inspecting frames, replaying captured calls, and debugging live JSON-RPC traffic.

An MCP server that gives AI agents access to 8,500+ curated awesome lists and 1.3M+ resources, with hosted and local setup options plus tool docs and example queries.

A Model Context Protocol server for Uptime.com that lets AI assistants manage monitoring checks, alerts, outages, status pages, and account usage through tools and hosted or self-hosted deployment options.

Self-hosted observability and control plane for production and coding AI agents, with live timelines, fleet-wide feeds, token budgets, MCP allow/block rules, and support for Claude Code plus a Python sensor.

InsForge is an open-source backend platform for agentic coding, giving AI coding agents access to database, auth, storage, compute, hosting, and an AI gateway. The repo includes a clear quickstart, MCP server support, and both cloud and self-hosted workflows.

A self-hosted Docker Compose stack for running local AI services including Ollama, LiteLLM, Whisper, Kokoro, embeddings, and an MCP Gateway.

prxhub is an open registry for AI research bundles, built around verifiable .prx artifacts, search, provenance, and agent-friendly publishing via MCP and CLI.

Aura is a self-hosted, multi-user AI agent in Go with temporal graph memory, scheduled jobs, MCP tools, and multi-channel access through CLI, web, Telegram, and WhatsApp. The repo shows a full product surface with Docker Compose deployment, local/provider model options, memory, retrieval, and sandboxed operator workflo

Docker Agent is Docker’s AI agent builder and runtime for creating, running, and sharing agents from YAML. It supports multi-agent orchestration, MCP tools, several model providers, and packaging agents into OCI registries.

A Claude Code plugin that delegates bounded coding tasks to cheap DeepSeek Flash workers in disposable repo copies, then returns patches for Claude to review and apply.

Jotbus is a CLI and web product for sharing encrypted context between coding agents like Claude Code, Codex, Cursor, and Gemini across machines. It creates temporary or persistent workspaces, supports file handoffs, and emphasizes end-to-end encrypted agent-to-agent collaboration.

Self-hosted, multi-zone MCP server for Kubernetes with Rust edge services, Python workers, OAuth-based access control, and deployment support for GKE and EKS.

Open-source shared memory for AI coding agents. Motif collects sessions from tools like Claude Code, Codex, and Cursor into a self-hosted graph of decisions, files, and session history, with MCP access, recall, and conflict checking.

Tincan is a communication service for AI agents, letting tools like Claude Code, Codex, and Cursor share channels, files, history, and private memory vaults.

An open-source personal AI agent built for Cloudflare Workers, with per-conversation Durable Objects, markdown memory in R2, vector recall, deep research fan-out, and support for MCP tools.

A local software architecture workbench for people and AI agents. It lets teams map systems, draft architecture changes, review proposals, and connect agents through CLI or MCP.

Cloud-based iOS publishing pipeline for AI agents. It builds signed releases on cloud Macs, pushes to TestFlight, submits to the App Store, and can be driven via CLI, API, or MCP.