Databases

Local-first external brain CLI for coding agents — SQLite-backed context, graph-aware recall, and governed memory for Claude Code, Codex, and MCP clients.

Embedded Manifest observability server — self-hosted AI agent monitoring with SQLite, zero external dependencies

MCP bridge for drawdb — connects Claude Code to drawdb in your browser via WebSocket relay

Shared team memory for AI coding agents — MCP server and CLI for persistent, queryable knowledge across sessions and teammates

MCP server with database and calculator tools

Chat between the AI agents on your machine — they coordinate, ask each other questions, and get notified. No server to run.

Hive MCP server — AI dev session logs, plans, and semantic search via Supabase pgvector

AI agent OS for vibe coders — MCP server for Claude, Cursor, Windsurf & Lovable. Security audits, SEO, performance, design tokens, copywriting and 76+ dev tools in one CLI.

DBX MCP server launcher for sorc — Rust binary distributed via optionalDependencies

MCP server that serves semantic metadata to AI agents. Connect your data catalog to Claude Code, Cursor, Copilot, Windsurf, and any MCP-compatible tool.

PR Worlds — the CLI and MCP server that gives your repo coherent, reproducible worlds your agent can open, replay, and inhabit. v0.2 ships the coherence resolver: agents see the plan's confidence, evidence, and explicit unknowns before the world is materi

MCP (Model Context Protocol) server for Postgres with dedicated tools and dry-run mutations.

Governed local-first memory for coding agents

Local code search and architectural memory MCP server for AI coding agents. Hybrid retrieval (vector + FTS + reranker) with Tree-sitter AST chunking. Runs entirely on your machine.

Continuous learning for Kiro agent sessions on AWS. Passive tool-use capture, LLM extraction, and synchronous context injection — inspired by claude-mem, aligned with Bedrock AgentCore Memory.

Complete Supabase project management via MCP with OAuth authentication

MCP Server for persistent code indexing. Gives AI assistants (Claude, Gemini, Copilot, Cursor) instant access to your codebase. 50x less context than grep.

Local MCP server for Figma — syncs design files into a searchable local cache so Cursor, Claude, Copilot and other AI tools build from your real designs. No login, no per-seat cost, unlimited requests.

Classify SQL as safe, risky, destructive, or unknown before it runs — the pure, dependency-light, publicly-audited classifier behind Undrop's AI-agent database safety net.

Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.