Causal memory layer for AI agents — MCP server that records decision→outcome relationships. Survives compaction.

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.

Claude Code lifecycle contextual hooks for Mnemonik. PreToolUse Edit/Write/NotebookEdit/Bash gates plus SessionStart bootstrap warming, clean Stop, PreCompact context_snapshot creation, bounded SessionEnd cleanup, and UserPromptSubmit context injection. T

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

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

BloodHound-MCP-AI is integration that connects BloodHound with AI through Model Context Protocol, allowing security professionals to analyze Active Directory attack paths using natural language instead of complex Cypher queries.