Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and pgvector
Last commit October 31, 2026, 11 days ago.
39 GitHub stars and 0 Honeystax upvotes. Copy the install, test the workflow, then decide if it earns a permanent slot.
You can test this quickly and remove it cleanly if it misses.
Starts at 6. Added: GitHub health 37/100 +22, no security policy +8, no contributing guide +4, no code of conduct +3.
AI Agent
Universal
Model
Multiple
Fastest way to find out if dense-mem belongs in your setup.
Copy the install command, run a real test, and back it out cleanly if it slows you down.
claude mcp add dense-mem -- npx dense-memRun this first. You will know quickly if the workflow earns a permanent slot.
claude mcp remove dense-memNo messy cleanup loop. If it misses, remove it and keep moving.
Install Location
~/ └─ .claude.json └─ mcp_servers/ └─ dense-mem ← registers here
dense-mem is listed on Honeystax as a MCP Server for Universal, since July 18, 2026. Its code is at github.com/markhuangai/dense-mem, with 39 GitHub stars and 35 open issues. Last commit October 31, 2026, 11 days ago. GitHub's community health check gives it 37 out of 100.
Source: GitHub repository
Source check: October 31, 2026
Upstream commit: October 31, 2026
Repository state: Not marked archived
Honeystax upvotes are community interest signals, not star ratings. GitHub stars and repository health are source measurements; editorial risk and trial-cost notes are Honeystax analysis.