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14,394 MCP servers
Vendor-operated and community listings, with live-check and source-verification states shown independently.
| Server | Type | Category | Access | Setup |
|---|---|---|---|---|
qcqx-project-manage MCPAn MCP server that exposes project management capabilities to AI agents, allowing them to interact with a tree-structured project organization system. | CommunityPackage | Project management | Source reviewed | |
qc-validator-mcpAn MCP server that provides runtime quality validation for AI agent outputs. | CommunityPackage | AI and machine learning | Source reviewed | |
Qdrant MCPExposes the full Qdrant vector database API as 56 MCP tools, allowing an LLM to manage collections, query vectors, and handle payloads. | CommunityPackage | AI and machine learning | Source reviewed | |
Qdrant Memory MCPA metadata-only PyPI and MCP Registry distribution for the Qdrant Memory Runtime, providing durable, portable, and permission-aware memory for AI agents via four explicit stdio… | CommunityPackage | AI and machine learning | Source reviewed | |
QECTOR Workbench MCP ServerA local MCP server providing 85 tools for quantum error correction decoding, including 17 named decoder kinds and 10 code families. | CommunityPackage | AI and machine learning | Source reviewed | |
qh MCPA token-efficient database MCP server for AI agents written in Go. | CommunityPackage | Developer tools | Source reviewed | |
Qiao-MCPA community-driven MCP server for full-lifecycle bridge structural analysis. | CommunityPackage | Developer tools | Source reviewed | |
Qidi Printer MCPAn MCP server that exposes functionality for QIDI 3D printers via the Moonraker API, allowing AI agents to control, monitor, and automate 3D printing tasks. | CommunityPackage | Developer tools | Source reviewed | |
qikly MCPAn MCP server that generates independent test suites from acceptance criteria and uses a coding agent to repair code against those tests without exposing the criteria to the coder. | CommunityPackage | Developer tools | Source reviewed | |
Qingkuai MCP ServerAn MCP server providing AI assistant integration for Qingkuai (.qk) files. | CommunityPackage | Developer tools | Source reviewed | |
Qiniso MCPA deterministic fact-verification layer for AI agents that validates structured data like IBANs, VAT numbers, crypto addresses, and IDs against checksums and curated authoritative… | CommunityPackage | Developer tools | Source reviewed | |
Qiskit Documentation MCP ServerAn MCP server that enables AI assistants and agents to query, search, and retrieve Qiskit SDK documentation, API references, implementation guides, and tutorials. | CommunityPackage | Developer tools | Source reviewed |
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Remote listings are live-checked and re-checked weekly. Local packages are validated from their attributed registry or catalog source and are never executed by Koskamo. Community and vendor evidence are labelled separately.
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