Before you connect
Config example (to connect)
{
"mcpServers": {
"memory-vault": {
"command": "/path/to/memory-vault/.venv/bin/python",
"args": ["-m", "memory_vault.mcp"],
"env": {
"DB_HOST": "localhost",
"DB_PORT": "5432",
"DB_NAME": "memory_vault",
"DB_USER": "memory_vault",
"DB_PASSWORD": "memory_vault"
}
}
}
}Works with these clients
- Claude Desktopdocker
- Claude Codedocker
- Cursordocker
- VS Codedocker
- Windsurfdocker
Derived from the registry manifest (package type and transport) — we have not installed it ourselves. Check the official README before relying on it.
Install / Connect
claude mcp add io-github-mihaibuilds-memory-vault -- docker run -i --rm ghcr.io/mihaibuilds/memory-vault-mcp:1.2.0Follow the official README; env and args vary per server.
🛠️ Maintenance weight 30% · 80 pts
📊 Adoption weight 25% · 35 pts
✅ Usability weight 20% · 100 pts
❤️ Health & community weight 25% · 51 pts
Sources: GitHub API · Official registry · updated 2026-08-17
90-day trend
⭐ stars +0%
Similar / alternative servers
How to choose among these
Database servers split into relational vs. vector; vector stores are all for RAG, differing by scale and hosting.
- Relational DB (business data, SQL)→Pick Supabase / Neon / MongoDB / ClickHouse — match your DB
- RAG with semantic memory→Pick a vector store: Pinecone (scaled) / Qdrant / Chroma (light) / Weaviate
io.github.TinySuiteHQ/tinycontext
Token-light local memory with SQLite hybrid retrieval for MCP agents.
io.github.studiomeyer-io/local-memory-mcp
Local Memory
io.github.teflon07/memkeeper
Local-first memory for AI agents: on-device hybrid retrieval over a single SQLit
io.github.smaniches/alphafold-sovereign-mcp
MCP server for AlphaFold and 8 other biomedical data sources with a local SQLite
One email a week, 5 minutes to see what happened in the MCP ecosystem
New servers, breakout trends, abandonment alerts — tracked automatically, curated by hand, sent to your inbox.
One email a week · unsubscribe anytime · no data selling