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

memo
io.github.jagoff
Memory for AI agents — MLX (Apple Silicon) or CPU (Linux), sqlite-vec + BM25, zero cloud.

Memory MCP Server
io.github.j0hanz
SQLite-backed MCP server for persistent memory, full-text retrieval, and graph traversal.

PostgreSQL MCP Server
io.github.itunified-io
PostgreSQL MCP Server — 27 tools for queries, schema, CRUD, DBA, HA & server management

PostgreSQL performance Tuner MCP Server
io.github.isdaniel
provides AI-powered PostgreSQL performance tuning capabilities.

Mcp Redis
io.github.infoinlet-marketplace
Read-only Redis for AI agents — keys, hashes, lists, sets, sorted sets, streams, INFO.

Mcp Qdrant
io.github.infoinlet-marketplace
Read-only Qdrant vector DB for AI agents — collections, info, browse points, count, search.

Mcp Postgres Nl Query
io.github.infoinlet-marketplace
RLS/tenant-aware Postgres for AI agents — schema, read-only SQL, NL→SQL with safety rails.

Mcp Mysql
io.github.infoinlet-marketplace
Read-only MySQL/MariaDB for AI agents — query, list/describe tables, health. SQL-guarded.

Mcp Mongodb
io.github.infoinlet-marketplace
Read-only MongoDB for AI agents — find, aggregate (no write stages), count, stats.

Mcp Data
io.github.infoinlet-marketplace
Tabular data for AI agents — load CSV/JSON/XLSX, query, group-by, stats (no database).

Mcp Clickhouse
io.github.infoinlet-marketplace
Read-only ClickHouse for AI agents — analytics queries, table inspection, sizes, health.

Mcp Server
io.github.infino-ai
Keyword, semantic, hybrid, and SQL retrieval for AI agents, local or on Infino Cloud.

Code Context
io.github.infino-ai
Local code search for AI coding agents: hybrid keyword + semantic + SQL over an index in your repo.

Atlaso
io.github.imashishkh21
Open-source memory for AI agents. Conflict-flagging recall, scope-bag dispersion, local SQLite.

JDBC MCP Server
io.github.igorolv
Read-only PostgreSQL, Oracle and SQL Server access for AI agents: SQL, plans, schema, index stats

Polyglot Database MCP
io.github.hyperpolymath
Unified MCP for 20 databases: SurrealDB, ArangoDB, Virtuoso, CouchDB, Cassandra, and more

Seo Crawler Mcp
io.github.houtini-ai
Crawl and analyse websites for SEO errors using Crawlee with SQLite storage

SQL Server
io.github.hlgurgel
Servidor MCP para SQL Server com controle de permissões e modo somente-leitura

MSSQL LocalDB MCP
io.github.hermessilva
MCP server for SQL Server Express LocalDB on Windows: manage instances, run T-SQL, discover DBs

Wherewent
io.github.habibafaisal
Zero-config SQL flight recorder for slow Python/SQLAlchemy jobs: exact call site, count, and fix.

ERP Report Engine
io.github.gulmezeren2-byte
Read-only MCP for the SQL database behind an ERP: provably read-only guard, public benchmark.

FactMem
io.github.gordonkjlee
A local memory engine. You own the SQLite file. Not Mem0's hosted OpenMemory MCP.

Facthouse
io.github.gordonkjlee
Local AI memory: neuroscience-inspired Data→Information→Knowledge in SQLite you own.
MCP Toolbox for Databases
io.github.googleapis
MCP Toolbox for Databases enables your agent to connect to your database.