MCP Servers
MCP servers connect AI agents to services such as databases, search and communication tools.
✓ Official
36 publishersSelect a publisher to filter the entries listed on Labsco.
modelcontextprotocol17 servers
google2 servers
googleapis2 servers
microsoft8 servers
azure3 servers
github2 servers
awslabs9 servers
bytedance1 server
stripe2 servers
cloudflare3 servers
vercel1 server
figma1 server
makenotion1 server
atlassian1 server
supabase1 server
redis2 servers
elastic1 server
jetbrains1 server
ibm2 servers
getsentry4 servers
grafana2 servers
hashicorp1 server
brave1 server
firebase1 server
browserbase1 server
apify1 server
firecrawl1 server
mendableai1 server
clickhouse1 server
neondatabase1 server
upstash2 servers
qdrant2 servers
resend1 server
e2b-dev1 server
exa-labs1 server
mastra-ai1 serverDatabase
654 MCP serversApple Health MCP
★ 552Query Apple Health data using natural language and SQL.
Data Exploration
★ 543MCP server for autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
BioMCP
★ 541Connects AI assistants to authoritative biomedical data sources like PubMed and ClinicalTrials.gov, enabling natural language queries.
Postgres MCP
★ 536Query any Postgres database using natural language.
MotherDuck
★ 498Query and analyze data with MotherDuck and local DuckDB
Airtable
★ 449Read and write access to Airtable databases.
Memento MCP
★ 425A scalable knowledge graph memory system for LLMs with semantic retrieval and temporal awareness, using Neo4j as a backend.
MCP Alchemy
★ 411Explore, query, and analyze SQLAlchemy-compatible databases directly from your desktop.
Multi Database MCP Server
★ 394An MCP server that provides AI assistants with structured access to multiple databases simultaneously.
Microsoft SQL Server
★ 373A server for secure interaction with Microsoft SQL Server databases using environment variables for configuration.
MCP Database Server
★ 368Provides database access for SQLite, SQL Server, PostgreSQL, and MySQL.
MemoryMesh
★ 347A knowledge graph server for AI models, focusing on text-based RPGs and interactive storytelling.
Elasticsearch & OpenSearch MCP
★ 293An MCP Server for interacting with Elasticsearch and OpenSearch clusters.
MongoDB
★ 279A Model Context Protocol Server for MongoDB
MySQL Server Pro
★ 245A MySQL server with CRUD operations, database anomaly analysis, and support for SSE and STDIO.
XiYan MCP Server
★ 237A server that enables natural language queries to databases using XiyanSQL.
Milvus
★ 233Search, Query and interact with data in your Milvus Vector Database.
VictoriaMetrics MCP Server
★ 229Access VictoriaMetrics APIs for monitoring, observability, and debugging.
MongoDB Lens
★ 204Full Featured MCP Server for MongoDB Database.
AKShare One
★ 198Access Chinese stock market data, including historical prices, real-time quotes, news, and financial statements.
PostgreSQL MCP Server
★ 193A server for managing PostgreSQL databases, enabling comprehensive database operations.
Snowflake
★ 183Snowflake database integration with read/write capabilities and insight tracking
Mongo
★ 174A Model Context Protocol (MCP) server that enables LLMs to interact directly with MongoDB databases
MCP Simple PubMed
★ 167Access PubMed articles through the Entrez API.
Microsoft SQL Server MCP
★ 152A .NET-powered MCP server for interacting with Microsoft SQL Server databases.
PostgreSQL-Ops MCP
★ 152MCP-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.
Metabase Server
★ 151Integrate with Metabase to query databases and visualize data. Requires Metabase URL and API key for authentication.
Pinecone
★ 149Read and write to a Pinecone vector database using the Model Context Protocol.
BigQuery
★ 142Server implementation for Google BigQuery integration that enables direct BigQuery database access and querying capabilities
Self-Hosted Supabase MCP Server
★ 139Interact with self-hosted Supabase instances for database introspection, management, and interaction.