MCP

Open-source football management simulation where AI agents manage a club through MCP while humans watch the action in a terminal TUI. The repo includes a daemon, spectator console, calibration CLI, and detailed setup and command docs.

A gated publishing engine for agent-generated HTML and Markdown. It gives teams a permanent, authenticated URL for artifacts produced by agents, with support for CLI, MCP, browser, comments, versioning, and company SSO.

Open-source memory SDK for AI agents with persistent cross-session memory, graph relationships, semantic search, and AI-powered memory processing. Offers both self-hosted and cloud modes, plus MCP support for tools like Claude Code.

Deterministic, MCP-first browser automation runtime for coding agents. It exposes a public stdio MCP server with 50 browser tools, direct CDP control, and no API key or LLM fallback in the core path.

Open-source themed design systems for shadcn/ui, with 29 style variants and one-command installs through a shadcn registry.

Local MCP server manager for macOS and Windows that centralizes server configuration across Claude Desktop, Claude Code, Cursor, VS Code, and Codex, with health checks, profiles, backups, and a private local workflow.

A zero-dependency fetch replacement that lets AI agents automatically handle HTTP 402 payments, with buyer and seller flows, spending caps, and MCP support.

A read-only CLI that inventories AI agents, MCP servers, plugins, and AI extensions on a machine and explains what each one can access.

Rune is a persistent codebase intelligence layer for AI coding agents. It maps a project, serves evidence-backed answers through MCP, and includes project memory plus security-focused static analysis.

Open-source loop engine that schedules AI agents on repeat runs, with REST and MCP access, isolated workbenches, and local self-hosted execution.

An open-source CLI that turns ebooks into token-counted Markdown chapters, serves them over MCP, and verifies quotes against the source text offline.

Adchestra is a hosted MCP service that lets AI agents manage Google Ads and related Google marketing tools from chat. It supports Google Ads, Analytics 4, Tag Manager, and some Search Console access, with four-step setup and approved write actions.

AI-powered project collaboration workspace for teams to manage work items, decisions, blockers, and context in one shared place. It includes AI-suggested updates, provider support, MCP connections for agents, an API/CLI, and self-hosting via Docker Compose and PostgreSQL.

Local code-context engine for AI coding agents. It indexes TypeScript, Python, or Swift repositories into a symbol-level graph in SQLite and exposes MCP tools for symbol lookup, impact analysis, and graph queries.

Itsuki is an open-source memory layer for AI tools and agents. It offers a single key and structured, source-linked memories across assistants, coding agents, workflows, SDKs, REST, and MCP integrations.

Long-term memory for LLM apps with dated facts, supersession, and receipts. It exposes Python, CLI, local GUI, HTTP, and MCP interfaces, and supports local or hosted models.

Persistent memory for AI agents that retires superseded facts instead of letting old and new information conflict. The repo shows quick start setup, MCP connections for several agent hosts, and benchmark claims for retrieval accuracy.

An embeddable Python sandbox for AI agents that turns MCP servers, APIs, shells, and host tools into native Python objects.

Parley is coordination infrastructure for autonomous coding agents. It lets agents hand off work asynchronously, records each relay in an append-only flight recorder, supports escalation, soft file-locking, and works with Claude Code, Cursor, Codex, Copilot, Antigravity, and any MCP client.

A terminal-based AI coding agent written in Go. It supports multiple model providers, minimal built-in tools, skills, MCP, subagents, session resume, and compact context handling for software development workflows.

Lapse is a personal memory layer for AI tools, letting users speak naturally and have memories captured, tagged, and read back through MCP, a custom connector, and a REST API.

Mint MCP is an AI developer tool for generating 3D models, worlds, materials, asset packs, and audio from coding agents like Cursor, Claude, and Codex. The page includes install steps, example prompts, and workflow guidance for building 3D apps and assets.

Self-hosted email MCP server for AI agents that connects to IMAP/SMTP inboxes and exposes tools for reading, organizing, composing, deleting, drafting, scheduling, and searching mail.

A local-first TypeScript toolkit for crash-testing AI agents and MCP servers, replaying failures deterministically, and turning broken traces into regression tests.