REST API design, database schema patterns, and caching strategy skill from everything-claude-code — opinionated conventions for building reliable backend services.
The most comprehensive curated list of MCP servers — 500+ entries covering every category: databases, dev tools, cloud providers, communication, productivity, and more.
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MCP Servers
Claude Context MCP
Zilliz MCP server that connects Claude to Milvus vector databases — semantic search over your own data, RAG pipelines, and similarity lookups.
vector-dbmilvusrag
MCP Servers
Notion MCP Server
Official Notion MCP server — read and write Notion pages, search your workspace, update databases, and create blocks from within Claude.
notionnotesdatabases
MCP Servers
Supabase MCP
Official Supabase community MCP server — manage tables, run SQL queries, apply migrations, inspect schemas, and interact with your Supabase project directly from Claude.
supabasepostgresdatabase
MCP Servers
Qdrant MCP
Official Qdrant vector database MCP server — upsert vectors, run semantic search, manage collections, and build RAG pipelines without leaving Claude.
qdrantvector-dbsemantic-search
MCP Servers
MongoDB MCP
Official MongoDB MCP server — CRUD operations, aggregation pipelines, index management, and schema inspection across your MongoDB databases from Claude.
mongodbnosqldatabase
MCP Servers
Neo4j MCP
Neo4j graph database MCP server — run Cypher queries, build knowledge graph memory, explore schema, and traverse relationships directly from Claude.
neo4jgraph-dbcypher
MCP Servers
ClickHouse MCP
Official ClickHouse MCP server — query columnar analytics databases at scale, inspect tables, run aggregations, and explore OLAP data directly from Claude.
clickhouseanalyticsolap
MCP Servers
Chroma MCP
Official Chroma vector database MCP server — create and manage collections, upsert embeddings, run semantic search, and build local RAG systems from Claude.
chromavector-dbembeddings
MCP Servers
Snowflake MCP
Official Snowflake MCP server with Cortex Agents support — query your data cloud warehouse, manage databases, and leverage Snowflake AI capabilities from Claude.
snowflakedata-warehousecloud
Agents
Agents for Claude Code
lodetomasi's role-based agent library — frontend specialist, backend engineer, database architect, and more. Drop-in agent definitions for common engineering roles.