MCP servers and skills: search, filter by where they run, and compare.
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
OfficialSkillMIT★ 40k in collectionNo key
Guides Qdrant vertical scaling decisions. Use when someone asks 'how to scale up a node', 'need more RAM', 'upgrade node size', 'vertical scaling', 'resize cluster', 'scale up vs scale out', or when m
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
OfficialSkillApache-2.0★ 256 in collectionNo key
Use the official MongoDB Skills with your favorite coding agent to build faster.
OfficialSkillApache-2.0★ 190No key
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
OfficialSkillApache-2.0★ 256 in collectionNo key
Guides Qdrant vertical scaling decisions. Use when someone asks 'how to scale up a node', 'need more RAM', 'upgrade node size', 'vertical scaling', 'resize cluster', 'scale up vs scale out', or when m
OfficialSkillApache-2.0★ 256 in collectionNo key
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
PythonMIT★ 1.4kNo key
🦭 Run and operate MariaDB in a cloud native way
SkillMIT★ 1.0kNo key
OfficialNode.jsMIT★ 43No key
🔥 Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher
SkillMIT★ 220No key
Production-grade persistence backends for the MCP Python SDK.
PythonMIT★ 9No key
Open-source, self-hosted AI gateway for multi-tenant orgs: OpenAI-compatible LLM routing, RAG & vector stores, MCP hub, GPU fleet (MIG slicing), sandboxed coding agents, AI red-teaming & guardrails, a
SkillAGPL-3.0★ 26No key
Multi-agent orchestration via MCP. Persistent memory, inter-agent messaging, goal cascade, context budget pruning. One binary, zero config.
GoAGPL-3.0★ 31No key
Multi-database MCP server for PostgreSQL, MySQL, and ClickHouse
PythonMIT★ 6Needs a key
Lightweight object storage that speaks S3 (boto3/AWS SDK compatible), plain HTTP, and MCP. SQLite for metadata, flat files on disk.
DockerWTFPL★ 5No key
On-prem, MCP-native memory for AI agents in regulated settings: every write lands in a SHA-256 hash-chained log an auditor can verify offline, without trusting the store or the vendor. Rust, embedded,
SkillApache-2.0★ 4Few starsNo key
Data Agents are intelligent assistants built by data engineers to help non-data professionals navigate the organization’s data infrastructu
SkillMIT★ 25No key
PostgreSQL-backed virtual filesystem exposed via MCP tools. Persistent, session-isolated file operations for AI agents.
Node.jsMIT★ 3Few starsNeeds a key
MCP server for Metabase — fork of easecloudio/mcp-metabase-server with list_tables/get_database_tables fixed for the current Metabase API
Node.jsMITFew starsNo 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
MCP Server for Snowflake including Cortex AI, object management, SQL orchestration, semantic view consumption, and more
OfficialPythonApache-2.0★ 300No key
Who stands behind it
