为 AI 记忆提供了一种从“容器”到“场”的范式迁移，实现永久记忆。

Open-Source Platform for Subagents and Agent Teams. Long-running, collaborative, proactive.

Database MCP server for MySQL, MariaDB, PostgreSQL, and SQLite - with builtin PII redaction and write-prevention

Local-first AI work memory that compounds: capture decisions, lessons, gotchas in flow, distill into source-backed wiki pages, recall across sessions and any MCP client (Claude Code, Codex, etc...). Plain Markdown you own.

Cognitive memory database for AI agents — consolidates duplicates, detects contradictions, fades stale memories via temporal decay. Rust, AGPL, ships as library / MCP server / HTTP cluster.

Fast, lightweight Firecrawl alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/v1/scrape, /v1/crawl, /v1/search). 2.3x faster than Tavily, 1.5x faster than Firecrawl in 1K-URL benchmarks. 6 MB RAM, single binary. Self-host or use managed cloud.

AI-native Multi-Agent Coordination Layer — built in Rust.

YC (S26) | AI that knows what you've seen, said, or heard. Records everything you do, say, hear 24/7, local, private, secure

Distributed Cloud-Edge Collaborative AI Agent Platform

One SQL interface over APIs, files, and live sources — built for agents.