MCP servers and skills: search, filter by where they run, and compare.
Use Redis over HTTP from serverless and edge runtimes with @upstash/redis, and add rate limiting with @upstash/ratelimit. Use when the user mentions Upstash Redis, needs Redis from a Next.js route han
OfficialSkillMIT★ 40k in collectionNo key
Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how
OfficialSkillMIT★ 40k in collectionNo key
Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.
OfficialSkillMIT★ 40k in collectionNo key
Redis Vector Library. The AI-native Python client for Redis.
OfficialPythonMIT★ 432No key
Use this skill when creating, modifying, or debugging Docker Compose configurations, even if the user just says they need to wire services together, add a database to their stack, or set up a local de
OfficialSkillApache-2.0★ 561 in collectionNo key
Diagnoses and reduces Qdrant memory usage. Use when someone reports 'memory too high', 'RAM keeps growing', 'node crashed', 'out of memory', 'memory leak', or asks 'why is memory usage so high?', 'how
OfficialSkillApache-2.0★ 256 in collectionNo key
Async, Reliable Operations — async Python library for Check Point management/monitoring with a database-backed caching layer
PythonMIT★ 3Few starsNo key
Redis Vector Library (RedisVL) — the AI-native Golang client for Redis.
OfficialGoMIT★ 7No key
A Model Context Protocol (MCP) server that enables AI assistants to interact with HubSpot CRM data, providing built-in vector storage and caching mechanisms help overcome HubSpot API limitations while
PythonMIT★ 130No key
Production-ready MCP server for Tenable Security Center with intelligent caching. 90% token savings, 1000x faster responses.
PythonGPL-3.0★ 8No key
High-performance local SQLite FTS5-based tool output cache and MCP multiplexer for AI agents.
PythonMIT★ 7No key
Local-first MCP tools and dashboard for investigating Codex token usage, credits, costs, caching, and thread patterns.
PythonMIT★ 196No key
Open-source vector database and sub-microsecond key-value store in one Go engine — embed it as a library, run it standalone, or replicate it across a Raft cluster. HNSW/IVF/Vamana indexes, quantizatio
GoApache-2.0★ 36No key
Universal MCP-Server for your Databases optimized for LLMs and AI-Agents.
GoApache-2.0★ 548No key
Node.jsMIT★ 1Few starsNo key
Backend Engineering agent-skill — implement the server behind the contract: APIs, domain logic, OLTP persistence, auth, async/jobs, caching, security, integration, tests. Faceted router, agentic flags
SkillMITFew starsNo key
RAG-powered assistant with MCP server, Agent SDK orchestration, and Langfuse observability. Built with FastAPI, Qdrant, Redis, and PostgreSQL.
SkillMIT★ 2Few starsNo key
Personal bookmark archive for the memex ecosystem: SQLite + FTS5 + MCP server, with content caching, soft delete, marginalia, and cross-archive URIs
PythonMIT★ 1Few starsNo key
StarRocks MCP (Model Context Protocol) Server
PythonApache-2.0★ 195No key
Enterprise-grade Model Context Protocol servers for Claude AI - GitHub, Jira, Frappe ERP, file operations, bash execution, web access, and caching with production-ready CI/CD workflows
PythonMIT★ 2Few starsNo key
Claude Code plugin packaging production-tested outbound infrastructure patterns. 24 implementation docs, 25 templates, 8 skills and an architecture agent covering Trigger.dev, Drizzle ORM, PostgreSQL
SkillMITFew starsNo key
Persistent decision memory for AI coding agents (Claude Code, Cursor, Codex) over MCP. Local-first, open-source.
PythonMIT★ 1Few starsNo key
An MCP server exposing real GitHub repository and issue data to any MCP client (Claude Desktop, etc.) through standardized tools, with SQLite response caching. Two real bugs found and documented durin
SkillMIT★ 1Few starsNo key
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