MCP Servers

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

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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

CentralMind Gateway

★ 528

Expose structured databases to AI agents via MCP or OpenAPI 3.1 protocols, with APIs optimized for AI workloads.

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

MotherDuck

★ 498

Query and analyze data with MotherDuck and local DuckDB

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

Airtable

★ 449

Read and write access to Airtable databases.

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Memento MCP

★ 425

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

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

MCP Alchemy

★ 411

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

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

Multi Database MCP Server

★ 394

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

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

Microsoft SQL Server

★ 373

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

🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

MCP Database Server

★ 368

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

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Polygon.io

★ 360

Access real-time and historical financial market data from Polygon.io's API.

🔥🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

MemoryMesh

★ 347

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

🔥🔥🔥✓ VerifiedFreeAdvanced setup

Apache Doris

★ 308

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

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Elasticsearch/OpenSearch

★ 293

An MCP Server for interacting with Elasticsearch and OpenSearch clusters.

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

MongoDB

★ 279

A Model Context Protocol Server for MongoDB

🔥🔥🔥✓ VerifiedFreeQuick setup

MCP for Neo4j

✓★ 267

Connects to Neo4j graph databases with ability to use GDS functions ( when available), a read only mode , and set the sample size for schema detection

🔥🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

MySQL Server Pro

★ 245

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

🔥🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

XiYan MCP Server

★ 237

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

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

Milvus

★ 233

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

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

MongoDB Lens

★ 204

Full Featured MCP Server for MongoDB Database.

🔥🔥🔥🔥✓ VerifiedFreeNeeds API keys

AKShare One

★ 198

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

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

PostgreSQL MCP Server

★ 193

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

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

pgEdge PostgreSQL MCP Server

★ 187

100% Open Source Enterprise PostgreSQL MCP with natural language queries, hybrid search (pgvector+BM25)

🔥🔥🔥🔥✓ VerifiedFreeAdvanced setup

VictoriaMetrics MCP Server

★ 185

Access VictoriaMetrics APIs for monitoring, observability, and debugging.

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Snowflake

★ 183

Snowflake database integration with read/write capabilities and insight tracking

🔥🔥🔥🔥✓ VerifiedFreeQuick setup

StarRocks

★ 179

Interact with StarRocks

🔥🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

MCP MariaDB Server

★ 179

Manage and query MariaDB databases using the Model Context Protocol (MCP), with support for SQL and vector search.

🔥🔥🔥🔥✓ VerifiedAccount requiredAdvanced setup

Mongo

★ 174

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

🔥🔥🔥✓ VerifiedFreeAdvanced setup

MCP Simple PubMed

★ 167

Access PubMed articles through the Entrez API.

🔥🔥🔥🔥✓ VerifiedAccount requiredNeeds API keys

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