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MCP Servers

MCP servers connect AI agents to services such as databases, search and communication tools.

✓ Official

36 publishers

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Database ›All Database✓ OfficialAnalytics & WarehousesNoSQL & Key-ValueSQL DatabasesVector & Embeddings

Database

654 MCP servers
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Apple Health MCP

★ 552

Query Apple Health data using natural language and SQL.

FreeSetup details
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Data Exploration

★ 543

MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.

FreeInstallation
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BioMCP

★ 541

Connects AI assistants to authoritative biomedical data sources like PubMed and ClinicalTrials.gov, enabling natural language queries.

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Postgres MCP

★ 536

Query any Postgres database using natural language.

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MotherDuck

★ 498

Query and analyze data with MotherDuck and local DuckDB

FreeSetup details
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Airtable

★ 449

Read and write access to Airtable databases.

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Memento MCP

★ 425

A scalable knowledge graph memory system for LLMs with semantic retrieval and temporal awareness, using Neo4j as a backend.

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MCP Alchemy

★ 411

Explore, query, and analyze SQLAlchemy-compatible databases directly from your desktop.

FreeInstallation
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Multi Database MCP Server

★ 394

An MCP server that provides AI assistants with structured access to multiple databases simultaneously.

FreeSetup details
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Microsoft SQL Server

★ 373

A server for secure interaction with Microsoft SQL Server databases using environment variables for configuration.

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MCP Database Server

★ 368

Provides database access for SQLite, SQL Server, PostgreSQL, and MySQL.

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MemoryMesh

★ 347

A knowledge graph server for AI models, focusing on text-based RPGs and interactive storytelling.

FreeSetup details
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Elasticsearch & OpenSearch MCP

★ 293

An MCP Server for interacting with Elasticsearch and OpenSearch clusters.

FreeSetup details
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MongoDB

★ 279

A Model Context Protocol Server for MongoDB

FreeInstallation
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MySQL Server Pro

★ 245

A MySQL server with CRUD operations, database anomaly analysis, and support for SSE and STDIO.

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XiYan MCP Server

★ 237

A server that enables natural language queries to databases using XiyanSQL.

FreeInstallation
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Milvus

★ 233

Search, Query and interact with data in your Milvus Vector Database.

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VictoriaMetrics MCP Server

★ 229

Access VictoriaMetrics APIs for monitoring, observability, and debugging.

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MongoDB Lens

★ 204

Full Featured MCP Server for MongoDB Database.

FreeSetup details
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AKShare One

★ 198

Access Chinese stock market data, including historical prices, real-time quotes, news, and financial statements.

FreeInstallation
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PostgreSQL MCP Server

★ 193

A server for managing PostgreSQL databases, enabling comprehensive database operations.

FreeSetup details
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Snowflake

★ 183

Snowflake database integration with read/write capabilities and insight tracking

FreeInstallation
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Mongo

★ 174

A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases

FreeSetup details
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MCP Simple PubMed

★ 167

Access PubMed articles through the Entrez API.

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Microsoft SQL Server MCP

★ 152

A .NET-powered MCP server for interacting with Microsoft SQL Server databases.

FreeSetup details
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PostgreSQL-Ops MCP

★ 152

MCP-PostgreSQL-Ops is a professional MCP server for PostgreSQL database operations, monitoring, and management. Supports PostgreSQL 12-17 with comprehensive database analysis, performance monitoring, and intelligent maintenance recommendations through natural language queries.

Payment mentionedSetup details
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Metabase Server

★ 151

Integrate with Metabase to query databases and visualize data. Requires Metabase URL and API key for authentication.

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Pinecone

★ 149

Read and write to a Pinecone vector database using the Model Context Protocol.

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BigQuery

★ 142

Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities

FreeSetup details
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Self-Hosted Supabase MCP Server

★ 139

Interact with self-hosted Supabase instances for database introspection, management, and interaction.

FreeSetup details
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