459 mods in this category, of every kind an
agent can take. Each one carries what it costs per session, what the
scan found, and whether it is the original.
Implementation & review guide for suspend/resume (revalidation) on query-engine iterators in src/redisearchrs/rqeiterators/. Use this when adding the Box suspend/resume mechanism to an RQE iterator that currently only implements the legacy revalidate, when modifying an existing suspend/resume implementation, or when…
Helps users configure mirrord.json for database branching, enabling isolated database copies for safe development and testing. Use when the user wants to set up MySQL, MariaDB, PostgreSQL, MSSQL, MongoDB, Redis, DynamoDB, ClickHouse, Google Spanner, Amazon S3, turbopuffer, or generic branches, configure copy modes…
BetterDB MCP server - Valkey observability for Claude Code and other MCP clients. Runs locally from the @betterdb/mcp npm package. Needs 3 environment variables to run.
Work with the Upstash Redis JavaScript/TypeScript SDK for serverless Redis operations. Use for caching, session storage, rate limiting, leaderboards, full-text search (querying, filtering, aggregating with @upstash/redis search extension), and all Redis data structures. Supports automatic serialization/deserialization…
Configure or use the aiocache caching layer. Use when: adding cache reads/writes, configuring cache backends, working with TTLs, enabling/disabling caching, or understanding the NoOpCache fallback pattern.
Use when implementing Redis caching strategies, session management, pub/sub messaging, data structure operations, Lua scripting, transactions, clustering, persistence, and production Redis best practices. Covers all Redis data types, caching patterns, and client libraries.
Use this skill when writing or modifying Spring Boot application code that should use TuCache for method-result caching or cache invalidation with @TuCache and @TuCacheClear.
Operate Milvus vector database with pymilvus Python SDK. Use when the user wants to connect to Milvus, create collections, insert vectors, perform similarity search, hybrid search, full-text search, manage indexes, partitions, databases, or RBAC via Python code.
Redis backends for Google's Agent Development Kit (ADK). Use this skill when the user wants to back an ADK agent with Redis: persistent sessions and long-term memory via Redis Agent Memory Server, RAG search tools over a RedisVL index (vector / hybrid / range / text / SQL), MCP toolsets for RedisVL or Agent Memory…
NoSQL database specialist for document stores, key-value databases, and distributed data systems. Apply this rule when working with MongoDB for flexible document storage and aggregation pipelines, implementing Redis for caching and real-time features with data structures, designing Cassandra schemas for time-series…
Use this skill whenever the user wants to design or implement caching in a Next.js 16+ App Router project — setting up the "use cache" directive, building a cache tag registry, wiring mutations to invalidation utilities, structuring Suspense boundaries for partial prerendering, handling personalized content near cache…
Deep reference for caching — what to cache, cache-aside vs read/write-through/write-behind, TTLs with jitter, eviction (LRU/LFU/FIFO), invalidation, and surviving stampedes (thundering herd / dogpile). Worked examples and a runnable jitter check.
MCP server "qdrant-semantic-search" as configured in muhammedehab35/MCP-qdrant-semantic-search. Runs dist/index.js with node. Needs 6 environment variables to run.
★not rated 9 9mo agoA
tokens not measured
originalMIT
Redis MCP server providing tools and resources for interacting with Redis databases through the Model Context Protocol. Runs locally from the redis-mcp npm package.
★not rated 6 1y agoA
tokens not measured
originalMIT
Query PostgreSQL, MySQL, Redis and Neptune with Quarry (qy), compare data across environments, maintain reusable queries, and manage connections or the database workbench. Use for database evidence or explicit Quarry tasks, not general database design discussions.
★not rated 4 yesterdayA51 tokens
originalMIT
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