Databases MCP Servers
SQL, NoSQL, graph, vector, cache, and database administration.

Coalesce Transform
Published by GitHub account jessemarshall
Local MCP server for managing Coalesce Transform workspaces, nodes, pipelines and runs, with optional Snowflake credentials for run tools.

Memento
Published by GitHub account jee1
Memento is a local agent-memory MCP server that lets an assistant store, classify, search and forget memories across conversations.

Engram Server
Published by GitHub account jamjet-labs
A local durable memory server that extracts facts from conversations into a temporal knowledge graph and recalls them with hybrid semantic and keyword search.

lurq
Published by GitHub account jadenryu
A hosted verification layer that lets an assistant check npm packages, dependency stacks and MCP servers against live registry, advisory and API evidence before

Memory MCP Server
Published by GitHub account j0hanz
A local SQLite-backed memory server that lets an assistant store, search, link and recall persistent memories across sessions.

Postgram
Published by GitHub account ivo-toby
Self-hosted memory server for AI agents: stores typed knowledge, tasks and documents, with hybrid vector/keyword search and a knowledge graph.

PostgreSQL MCP Server
Published by GitHub account itunified-io
A local MCP server that gives an AI assistant 27 tools to query, inspect and administer a PostgreSQL database, including schema, CRUD, DBA and HA operations.

PostgreSQL performance Tuner MCP Server
Published by GitHub account isdaniel
A local MCP server that lets an assistant inspect a PostgreSQL database and recommend performance tuning: slow queries, indexes, health and vacuum.

Mcp Server Zotero Dev
Published by GitHub account introfini
Local MCP server that lets an AI assistant build, test and debug Zotero 7+ plugins by driving a running Zotero over Firefox's Remote Debugging Protocol.

INITE Brain
Published by GitHub account inite-ai
INITE Brain's hosted MCP server; no sign-in required; Streamable HTTP; 30 tools.

Mcp Redis
Published by GitHub account infoinlet-marketplace
A local, read-only Redis MCP server that lets an AI assistant inspect keys and common Redis data structures without modifying the database.

Mcp Qdrant
Published by GitHub account infoinlet-marketplace
A local, read-only MCP server that lets an AI assistant inspect a Qdrant vector database: list collections, view info, browse and count points, and run searches

Mcp Postgres Nl Query
Published by GitHub account infoinlet-marketplace
Lets an assistant inspect a PostgreSQL schema and run read-only or natural-language queries with tenant and row-level-security awareness.

Mcp Mysql
Published by GitHub account infoinlet-marketplace
A local MCP server that gives an AI assistant read-only access to MySQL and MariaDB: run queries, list and describe tables, and check database health.

Mcp Mongodb
Published by GitHub account infoinlet-marketplace
A local, read-only MongoDB MCP server that lets an AI assistant query collections with find, aggregate, count and stats.

Mcp Kafka
Published by GitHub account infoinlet-marketplace
Read-only Kafka access for AI assistants: inspect topics, offsets, consumer groups, sample messages and cluster health from a local stdio process.

Mcp Elasticsearch
Published by GitHub account infoinlet-marketplace
A local, read-only MCP server that lets an AI assistant query Elasticsearch or OpenSearch: search, inspect indices and mappings, count documents, and check the

Mcp Clickhouse
Published by GitHub account infoinlet-marketplace
A local MCP server that gives an AI assistant read-only access to ClickHouse for analytics queries, table inspection, sizes and health checks.

Infino Ai
Published by GitHub account infino-ai
Keyword, semantic, hybrid, and SQL retrieval for AI agents, local or on Infino Cloud.

Code Context
Published by GitHub account infino-ai
Local code search for AI coding agents: hybrid keyword, semantic and SQL retrieval over an index kept inside your repository.
Polypack Memory
Published by GitHub account imattau
A local MCP server that gives an assistant persistent, adaptive memory through Polypack, with tools to store, recall, link and consolidate memories.

Atlaso
Published by GitHub account imashishkh21
Atlaso is a local, open-source memory server that gives an AI assistant persistent recall stored in a local SQLite database.

JDBC MCP Server
Published by GitHub account igorolv
Lets an AI assistant inspect and query PostgreSQL, Oracle, SQL Server, Firebird, SQLite and generic JDBC databases in read-only mode.

Icedq Tools
Published by GitHub account icedq-tools
Connects an AI assistant to an iceDQ instance to explore data sources, profile data, and create, run, and monitor data quality rules.