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Browse all Model Context Protocol servers with quality scores, stars, languages and maintenance activity.

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Official6
58 results (<1ms) · data updated 2026-08-14

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bram2w/baserow A MCP Server Active

bram2w/baserow

Baserow database integration with table search, list, and row create, read, update, and delete capabilities.

★ 5.6k Python Updated today Score 87 Databases

designcomputer/mysql_mcp_server A MCP Server Active

designcomputer/mysql_mcp_server

MySQL database integration with configurable access controls, schema inspection, and comprehensive security guidelines

★ 1.4k Python Updated 11d ago Score 81 Databases

redis/mcp-redis B MCP Server Active

redis/mcp-redis

The Redis official MCP Server offers an interface to manage and search data in Redis.

★ 566 Python Updated 8d ago Score 78 Databases

pab1it0/prometheus-mcp-server B MCP Server Active

pab1it0/prometheus-mcp-server

Query and analyze Prometheus, open-source monitoring system.

★ 511 Python Updated 8d ago Score 77 Databases

Couchbase-Ecosystem/mcp-server-couchbase B MCP Server Official Active

Couchbase-Ecosystem/mcp-server-couchbase

Couchbase MCP server provides unfied access to both Capella cloud and self-managed clusters for document operations, SQL++ queries and natural language data analysis.

★ 34 Python Updated today Score 75 Databases

ClickHouse/mcp-clickhouse B MCP Server Active

ClickHouse/mcp-clickhouse

ClickHouse database integration with schema inspection and query capabilities

★ 849 Python Updated 8d ago Score 74 Databases

appwrite/mcp B MCP Server Official Active

appwrite/mcp

Official Appwrite MCP server. Connect via hosted OAuth at `https://mcp.appwrite.io/` (no API keys) or self-host with a project API key to manage databases, auth, users, functions, storage, messaging, and more.

★ 71 Python Updated today Score 74 Databases

runekaagaard/mcp-alchemy B MCP Server Active

runekaagaard/mcp-alchemy

Universal SQLAlchemy-based database integration supporting PostgreSQL, MySQL, MariaDB, SQLite, Oracle, MS SQL Server and many more databases. Features schema and relationship inspection, and large dataset analysis capabilities.

★ 414 Python Updated 13d ago Score 71 Databases

cr7258/elasticsearch-mcp-server B MCP Server Active

cr7258/elasticsearch-mcp-server

MCP Server implementation that provides Elasticsearch interaction

★ 303 Python Updated 11d ago Score 70 Databases

zilliztech/mcp-server-milvus B MCP Server Active

zilliztech/mcp-server-milvus

MCP Server for Milvus / Zilliz, making it possible to interact with your database.

★ 240 Python Updated 2d ago Score 69 Databases

FROWNINGdev/django-orm-lens B MCP Server Active

FROWNINGdev/django-orm-lens

Django ORM static-analysis MCP server. Nine read-only tools (`list_apps`, `list_models`, `describe_model`, `find_relations`, `cascade_preview`, `er_diagram`, `describe_migration_dependency`, `suggest_indexes`, `signal_graph`) that expose Django schema, relationships (FK/M2M/O2O, on_delete, related_name), migration deps, missing indexes, and signal graphs — no DB, no Django boot, no credentials. Co

★ 62 Python Updated today Score 68 Databases

chroma-core/chroma-mcp B MCP Server Official Stale

chroma-core/chroma-mcp

Chroma MCP server to access local and cloud Chroma instances for retrieval capabilities

★ 585 Python Updated 11mo ago Score 66 Databases

memgraph/mcp-memgraph B MCP Server Active

memgraph/ai-toolkit/integrations/mcp-memgraph

Memgraph MCP Server - includes a tool to run a query against Memgraph and a schema resource.

★ 110 Python Updated today Score 65 Databases

crystaldba/postgres-mcp C MCP Server Stale

crystaldba/postgres-mcp

All-in-one MCP server for Postgres development and operations, with tools for performance analysis, tuning, and health checks

★ 3.2k Python Updated 6mo ago Score 63 Databases

xing5/mcp-google-sheets C MCP Server Stale

xing5/mcp-google-sheets

A Model Context Protocol server for interacting with Google Sheets. This server provides tools to create, read, update, and manage spreadsheets through the Google Sheets API.

★ 980 Python Updated 3mo ago Score 63 Databases

neo4j-contrib/mcp-neo4j C MCP Server Stale

neo4j-contrib/mcp-neo4j

Model Context Protocol with Neo4j (Run queries, Knowledge Graph Memory, Manaage Neo4j Aura Instances)

★ 979 Python Updated 4mo ago Score 63 Databases

ydb/ydb-mcp C MCP Server Official Maintained

ydb-platform/ydb-mcp

MCP server for interacting with [YDB](https://ydb.tech) databases

★ 28 Python Updated 1mo ago Score 63 Databases

alexanderzuev/supabase-mcp-server C MCP Server Stale

alexander-zuev/supabase-mcp-server

Supabase MCP Server with support for SQL query execution and database exploration tools

★ 830 Python Updated 3mo ago Score 62 Databases

amineelkouhen/mcp-cockroachdb C MCP Server Active

amineelkouhen/mcp-cockroachdb

A Model Context Protocol server for managing, monitoring, and querying data in [CockroachDB](https://cockroachlabs.com).

★ 12 Python Updated 28d ago Score 61 Databases

hydrolix/mcp-hydrolix C MCP Server Official Active

hydrolix/mcp-hydrolix

Hydrolix time-series datalake integration providing schema exploration and query capabilities to LLM-based workflows.

★ 11 Python Updated 9d ago Score 61 Databases

datacharter/datacharter C MCP Server Active

datacharter/datacharter

Local, contract-governed federation across files and databases (Postgres, Snowflake, BigQuery, DuckDB, Excel, and more) with read-only guards, PII masking, and per-column agent access.

★ 10 Python Updated today Score 60 Databases

Arun-kc/schemabrain C MCP Server Active

Arun-kc/schemabrain

Read-only trust layer for Postgres: the agent never writes SQL — twelve tools compile it from definitions you control, PII and secret categories are refused before the query runs, and every call lands in a tamper-evident SHA-256 audit chain.

★ 9 Python Updated 11d ago Score 60 Databases

ChristianHinge/dicom-mcp C MCP Server Maintained

ChristianHinge/dicom-mcp

DICOM integration to query, read, and move medical images and reports from PACS and other DICOM compliant systems.

★ 99 Python Updated 2mo ago Score 58 Databases

wenb1n-dev/mysql_mcp_server_pro C MCP Server Stale

wenb1n-dev/mysql_mcp_server_pro

Supports SSE, STDIO; not only limited to MySQL's CRUD functionality; also includes database exception analysis capabilities; controls database permissions based on roles; and makes it easy for developers to extend tools with customization

★ 247 Python Updated 11mo ago Score 57 Databases

XGenerationLab/xiyan_mcp_server C MCP Server Stale

XGenerationLab/xiyan_mcp_server

An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.

★ 241 Python Updated 6mo ago Score 57 Databases

pgtuner_mcp C MCP Server Maintained

isdaniel/pgtuner_mcp

provides AI-powered PostgreSQL performance tuning capabilities.

★ 25 Python Updated 2mo ago Score 57 Databases

JaviMaligno/postgres_mcp C MCP Server Active

JaviMaligno/postgres_mcp

PostgreSQL MCP server with 14 tools for querying, schema exploration, and table analysis. Features security-first design with SQL injection prevention and read-only by default.

★ 10 Python Updated 10d ago Score 55 Databases

devopam/MCPg C MCP Server Active

devopam/MCPg

Production-grade PostgreSQL MCP server with 100+ tools for catalog introspection, AST-validated safe query execution, index tuning, natural-language SQL, pgvector/TimescaleDB/AGE integrations, and HTTP/stdio transports.

★ 8 Python Updated yesterday Score 55 Databases

yannbrrd/simple_snowflake_mcp C MCP Server Active

YannBrrd/simple_snowflake_mcp

Simple Snowflake MCP server that works behind a corporate proxy. Read and write (optional) operations

★ 8 Python Updated 28d ago Score 55 Databases

LucasHild/mcp-server-bigquery C MCP Server Stale

LucasHild/mcp-server-bigquery

BigQuery database integration with schema inspection and query capabilities

★ 128 Python Updated 4mo ago Score 54 Databases

Snowflake-Labs/mcp C MCP Server Stale

Snowflake-Labs/mcp

Open-source MCP server for Snowflake from official Snowflake-Labs supports prompting Cortex Agents, querying structured & unstructured data, object management, SQL execution, semantic view querying, and more. RBAC, fine-grained CRUD controls, and all authentication methods supported.

★ 296 Python Updated 3mo ago Score 53 Databases

wenb1n-dev/SmartDB_MCP C MCP Server Stale

wenb1n-dev/SmartDB_MCP

A universal database MCP server supporting simultaneous connections to multiple databases. It provides tools for database operations, health analysis, SQL optimization, and more. Compatible with mainstream databases including MySQL, PostgreSQL, SQL Server, MariaDB, Dameng, and Oracle. Supports Streamable HTTP, SSE, and STDIO; integrates OAuth 2.0; and is designed for easy customization and extensi

★ 89 Python Updated 11mo ago Score 53 Databases

isaacwasserman/mcp-snowflake-server C MCP Server Stale

isaacwasserman/mcp-snowflake-server

Snowflake integration implementing read and (optional) write operations as well as insight tracking

★ 185 Python Updated 10mo ago Score 51 Databases

andyWang1688/sql-query-mcp C MCP Server Maintained

andyWang1688/sql-query-mcp

A general-purpose MCP server that lets AI work with multiple databases within clear boundaries. Supports PostgreSQL and MySQL today with schema discovery, sampling, read-only queries, and query-plan inspection.

★ 6 Python Updated 1mo ago Score 51 Databases

weaviate/mcp-server-weaviate C MCP Server Maintained

weaviate/mcp-server-weaviate

An MCP Server to connect to your Weaviate collections as a knowledge base as well as using Weaviate as a chat memory store.

★ 162 Python Updated 2mo ago Score 50 Databases

nlqueries/nlqueries C MCP Server Active

nlqueries/nlqueries

Natural language to validated SQL engine with multi-connector support (PostgreSQL, MySQL, Snowflake, BigQuery, DuckDB), document QA, semantic caching, and self-hosted MCP server.

★ 2 Python Updated 19d ago Score 50 Databases

Janadasroor/pg-mnemosyne-mcp D MCP Server Maintained

Janadasroor/pg-mnemosyne-mcp

A PostgreSQL Model Context Protocol (MCP) server acting as a robust persistent super memory, task tracker, and multi-agent coordination hub for AI assistants.

★ 3 Python Updated 2mo ago Score 49 Databases

ktanaka101/mcp-server-duckdb D MCP Server Inactive

ktanaka101/mcp-server-duckdb

DuckDB database integration with schema inspection and query capabilities

★ 177 Python Updated 1y ago Score 48 Databases

kosminus/querywise-mcp D MCP Server Maintained

kosminus/querywise-mcp

Query SQL databases (SQLite, PostgreSQL, BigQuery, Databricks) in natural language through a business semantic layer — glossary, metrics, and a data dictionary grounded against your real schema.

★ 2 Python Updated 2mo ago Score 48 Databases

SurajKGoyal/amnesic D MCP Server Maintained

SurajKGoyal/amnesic

The MCP server that remembers your database — persists table/column annotations, an FK relationship graph, and searchable notes across sessions, so the model stops re-discovering your schema every time. PostgreSQL, MySQL, MSSQL, SQLite; read-only-enforced.

★ 2 Python Updated 1mo ago Score 48 Databases

skysqlinc/skysql-mcp D MCP Server Official Stale

skysqlinc/skysql-mcp

Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL and work with DB level AI agents for accurate text-2-sql and conversations.

★ 7 Python Updated 3mo ago Score 47 Databases

pab1it0/adx-mcp-server D MCP Server Stale

pab1it0/adx-mcp-server

Query and analyze Azure Data Explorer databases

★ 56 Python Updated 4mo ago Score 46 Databases

TheRaLabs/legion-mcp D MCP Server Inactive

TheRaLabs/legion-mcp

Universal database MCP server supporting multiple database types including PostgreSQL, Redshift, CockroachDB, MySQL, RDS MySQL, Microsoft SQL Server, BigQuery, Oracle DB, and SQLite.

★ 94 Python Updated 1y ago Score 45 Databases

AIops-tools/Postgres-AIops D MCP Server Active

AIops-tools/Postgres-AIops

Governed PostgreSQL DBA operations — slow-query, bloat, and blocking-lock RCA, index management, vacuum/analyze, and replication lag (35 tools) with unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.

★ 0 Python Updated 3d ago Score 45 Databases

sirmews/mcp-pinecone D MCP Server Archived

sirmews/mcp-pinecone

Pinecone integration with vector search capabilities

★ 150 Python Updated 1y ago Score 42 Databases

henilcalagiya/google-sheets-mcp D MCP Server Stale

henilcalagiya/google-sheets-mcp

Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP.

★ 13 Python Updated 11mo ago Score 39 Databases