OKF (Open Knowledge Format) — curated catalog of tools, plugins, skills, proposals, and docs for agent-friendly knowledge. YAML-driven, agent-searchable, MCP-ready.

A Free, Open Source MCP server for dynamic custom persona management with public a GitHub collection of personas, skills, templates, and other elements for AI models.

Model Context Protocol Servers

Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

Nornicdb is a distributed low-latency, Graph+Vector, Temporal MVCC with all sub-ms HNSW search, graph traversal, and writes. Using Neo4j Bolt/Cypher and qdrant's gRPC means you can switch with no changes while adding intelligent features like schemas, managed embeddings, reranking+llm, GPU accel, Auto-TLP, Policy-based Memory Decay, and MCP server.

x64dbg-MCP Server is a native MCP (Model Context Protocol) plugin for x64dbg that exposes the debugger's full functionality over HTTP. Connect any MCP-compatible AI assistant and control x64dbg programmatically: set breakpoints, step through code, read memory, dump registers, and more. Built with Zig — zero dependencies, single-binary output, cros

Engineering decisions engine that know when they're stale. Frame, compare, decide — with evidence decay and parity enforcement. For Claude Code, Cursor, Gemini CLI, Codex and more.

Task tracking for Agents

Use Claude to orchestrate agents like OpenClaw

Planetary visualization tool for /wayfinder maps

Neo4j Labs Model Context Protocol servers

Open-source Agent Operating System

One Page Agent.The browser-native workbench that lives in One Page.

Cofounder is a project harness that turns your AI coding agent into a technical cofounder.

self-healing and self-learning loop for coding agents

Turns AI coding tools into reliable software delivery systems. Drop a .gaai/ folder into any project — Discovery defines what to build, Delivery executes autonomously until criteria pass. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, and more. No SDK. No package. Markdown + YAML + bash.

The most RAM efficient harness

Growing Expertise for Coding Agents — structured expertise files that accumulate over time, live in git, work with any agent

Lint rules for your AI agent's discipline, not its code

A custom TypeScript MCP Server intended to be used with Claude Code

Headless knowledge base with bidirectional Markdown sync

An official Qdrant Model Context Protocol (MCP) server implementation

The agent that grows with you

Minimal kernel to make any AI coding agent stateful. Clone, point your agent, go.