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MCP Servers

Connectors that give your AI agent hands — databases, browsers, email, payments, and every service in between.

✓ Official

31 companies

Published by the companies themselves — pick one to see everything they ship.

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Database ›All Database ✓ Official Analytics & Warehouses NoSQL & Key-Value SQL Databases Vector & Embeddings

Analytics & Warehouses

187 mcp servers

Postgres MCP Pro

★ 3,000

An MCP server for PostgreSQL providing index tuning, explain plans, health checks, and safe SQL execution.

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

Neo4j

★ 972

Neo4j graph database server (schema + read/write-cypher) and separate graph database backed memory

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

Supabase

★ 827

Manage your Supabase project, execute SQL queries, and more.

🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

ClickHouse

✓★ 814

Query your ClickHouse database server.

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Neon

✓★ 615

Interact with the Neon serverless Postgres platform

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Neon MCP Server

★ 614

Interact with Neon Postgres databases using natural language to manage projects, branches, queries, and migrations via the Neon API.

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

BioMCP

★ 541

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

🔥🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

Redis MCP Server

✓★ 538

A natural language interface for agentic applications to manage and search data in Redis.

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

Postgres MCP

★ 536

Query any Postgres database using natural language.

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

MotherDuck

★ 498

Query and analyze data with MotherDuck and local DuckDB

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

Apache Doris

★ 308

MCP Server For Apache Doris, an MPP-based real-time data warehouse.

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

MongoDB Lens

★ 204

Full Featured MCP Server for MongoDB Database.

🔥🔥🔥🔥✓ VerifiedFreeNeeds API keys

Snowflake

★ 183

Snowflake database integration with read/write capabilities and insight tracking

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

StarRocks

★ 179

Interact with StarRocks

🔥🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

MCP-PostgreSQL-Ops

★ 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.

🔥🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

BigQuery

★ 142

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

🔥🔥🔥✓ VerifiedFreeAdvanced setup

Self-Hosted Supabase MCP Server

★ 139

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

🔥🔥🔥✓ VerifiedFreeAdvanced setup

BigQuery

★ 127

BigQuery database integration with schema inspection and query capabilities

🔥🔥🔥✓ VerifiedFreeAdvanced setup

Tiger MCP

★ 114

Control Postgres database services running on Tiger Cloud with TimescaleDB and other PostgreSQL extensions.

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

Trino MCP Server

★ 113

A Go implementation of a Model Context Protocol (MCP) server for Trino, enabling LLM models to query distributed SQL databases through standardized tools.

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

Microsoft Fabric Analytics

★ 112

An analytics server providing tools for interacting with the Microsoft Fabric data platform.

🔥🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

ogham-mcp

★ 110

Persistent shared memory for AI agents. Hybrid search (pgvector + tsvector), knowledge graph, cognitive scoring - 97.2% Recall@10 on LongMemEval

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

Federal Reserve Economic Data

★ 104

Access financial datasets from the Federal Reserve Economic Data (FRED) API.

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Mem0 MCP

★ 97

Integrates with Mem0.ai to provide persistent memory capabilities for LLMs, supporting cloud, Supabase, and local storage.

🔥🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

mem0-mcp-selfhosted

★ 96

Self-hosted mem0 MCP server for Claude Code. Run a complete memory server against self-hosted Qdrant + Neo4j + Ollama while using Claude as the main LLM.

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

Database

★ 94

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

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

Keboola

★ 83

Build robust data workflows, integrations, and analytics on a single intuitive platform.

🔥🔥🔥🔥✓ VerifiedPaid serviceAdvanced setup

Tinybird

★ 79

Interact with Tinybird serverless ClickHouse platform

🔥🔥✓ VerifiedFreeQuick setup

OrionBelt Semantic Layer

★ 63

API-first engine and MCP server that transforms declarative YAML model definitions into optimized SQL for Postgres, Snowflake, ClickHouse, Dremio, and Databricks

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

DuckDB Knowledge Graph Memory

★ 57

An MCP memory server that uses a DuckDB backend for persistent knowledge graph storage.

🔥🔥🔥✓ VerifiedFreeQuick setup

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