Summary
If your AI agents keep losing track of what happened last week or which teammate knows what, this gives them organizational memory. It ingests events from your tools via REST or gRPC, builds a four-layer knowledge graph (session, daily, project, org) using PostgreSQL and Apache AGE, then serves compressed context summaries in around 250 tokens. The MCP server exposes context retrieval so Claude Desktop or Cursor can pull relevant history, decisions, and expertise without you pasting chat logs. Best for teams running multiple AI workflows that need to share knowledge across sessions and projects.
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →
Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Featured
Plug Mailtrap into your AI workflow and let it handle the email.
Connect Mailtrap MCP →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →Make coding agent sessions - Searchable, Shareable, Vendor-neutral & Scored.
Try For Free →Your agent targets a perfect 10 Code Health score. Deterministic. Every commit.
Try For Free →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →belt cli automatically finds the best tools and skills for your agent. image, video, music, tts...
one prompt install →Registryactive
TransportHTTP
AuthRequired
UpdatedMay 4, 2026
