Weaviate's MCP server, built into the database itself — hybrid search, schema inspection, tenant listing and batch upserts at /v1/mcp, scoped by RBAC.
Redis
Summary
Redis's official MCP server — read and write every Redis data structure, including vector search and streams.
Features
- Work with strings, hashes, lists, sets, sorted sets, and streams
- Vector search over Redis indexes
- Pub/sub and JSON document operations
Installation
Set up this MCP server in your favorite AI agent — copy a ready-made configuration below.
Description
Redis's official MCP server gives an assistant natural-language access to a Redis instance across the full range of data structures rather than just get and set.
Coverage
- Core types. Strings, hashes, lists, sets, sorted sets, and their associated operations.
- Streams for event data, including consumer group inspection.
- JSON documents via RedisJSON.
- Vector search over Redis indexes, which makes it usable as the retrieval layer for an agent as well as the cache.
- Pub/sub for publishing and inspecting channels.
- Server introspection — memory usage, key counts, and configuration.
Where it earns its place
Redis is usually the least-documented part of a system: keys are created by application code and their conventions live in someone's head. Being able to ask what a key contains, what its TTL is, and how many of a pattern exist turns debugging a cache problem into a conversation.
Installed with uvx redis-mcp-server and configured through environment variables, with support for TLS, Redis Cloud, and cluster mode.
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