qdrant/mcp-server-qdrant
mcp-server-qdrant
An official Qdrant Model Context Protocol (MCP) server implementation
Builder
Qdrant
qdrant • startup
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1,307
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Forks
251
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0/100
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Created
Dec 2, 2024
Project creation date
README Summary
This repository provides an MCP (Model Context Protocol) server implementation that enables AI assistants and applications to interact with Qdrant vector databases. It allows developers to integrate vector search capabilities into AI workflows through a standardized protocol interface.
AI Dev Skills
Unmapped
Vector Database ManagementModel Context Protocol ImplementationVector Search and RetrievalEmbedding Storage and IndexingAPI IntegrationSemantic Search
Tags
Vector Database ManagementModel Context Protocol ImplementationVector Search and RetrievalEmbedding Storage and IndexingAPI IntegrationSemantic SearchVector Similarity MatchingContext-aware AI Assistant DevelopmentHigh-dimensional Vector OperationsAgentic AICloud APISelf-hostedEmbedding-based Information RetrievalCompound AI SystemsEmbedding Storage and RetrievalOn-premiseVector Similarity SearchAI-powered Knowledge Base QueryingTextRetrieval-Augmented GenerationVector EmbeddingsSemantic Document SearchPythonMCP
Taxonomy
Deployment Context
Modalities
Skill Areas
Recent Activity
Updated 2 months ago
7 Days
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30 Days
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90 Days
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Quality
beta- Quality
- medium
- Maturity
- beta
Categories
Dev Tools & AutomationPrimaryRAG & RetrievalEvals & BenchmarkingEdge & Mobile AISearch & KnowledgeOther AI / MLAI Agents
PM Skills
Developer Platform
Languages
Python100.0%
Timeline
- Project created
- Dec 2, 2024
- Forked
- Mar 13, 2026
- Your last push
- 2 months ago
- Upstream last push
- 13 days ago
- Tracked since
- Jan 28, 2026
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