Databases & Vector Stores MCP Servers
Query SQL, NoSQL and vector databases from an agent.
Supabase MCP
Manage Supabase projects, run SQL and fetch logs.
Neon MCP
Create branches, run queries and migrate Neon Postgres databases.
MongoDB MCP
Query MongoDB and manage Atlas clusters.
Redis MCP
Natural-language access to data stored in Redis.
Elasticsearch MCP
Search and inspect Elasticsearch indices.
ClickHouse MCP
Run read-only SQL against ClickHouse clusters.
MotherDuck / DuckDB MCP
Query DuckDB files and MotherDuck from agents.
Chroma MCP
Vector search and collection management in Chroma.
Qdrant MCP
Semantic memory layer on top of the Qdrant vector database.
At a glance
| Server | Maintainer | Runs |
|---|---|---|
| Supabase MCP | Official (vendor) | Local & remote |
| Neon MCP | Official (vendor) | Local & remote |
| MongoDB MCP | Official (vendor) | Local (stdio) |
| Redis MCP | Official (vendor) | Local (stdio) |
| Elasticsearch MCP | Official (vendor) | Local (stdio) |
| ClickHouse MCP | Official (vendor) | Local (stdio) |
| MotherDuck / DuckDB MCP | Official (vendor) | Local (stdio) |
| Chroma MCP | Official (vendor) | Local (stdio) |
| Qdrant MCP | Official (vendor) | Local (stdio) |