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qdrant/mcp-server-qdrant

mcp-server-qdrant

An official Qdrant Model Context Protocol (MCP) server implementation

View on GitHub↗Upstream qdrant/mcp-server-qdrant↗

Builder

Qdrant

Qdrant

qdrant • startup

Stars

1,418

Using upstream star count

Forks

273

Using upstream fork count

Open Issues

0

Activity Score

0/100

0 commits in 30d

Created

Dec 2, 2024

Project creation date

README Summary

[![smithery badge](https://smithery.ai/badge/mcp-server-qdrant)](https://smithery.ai/protocol/mcp-server-qdrant)

Community Evaluation

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AI Dev Skills

Unmapped

API IntegrationEmbedding Storage and IndexingModel Context Protocol ImplementationSemantic SearchVector Database ManagementVector Search and Retrieval

Tags

API IntegrationEmbedding Storage and IndexingModel Context Protocol ImplementationSemantic SearchVector Database ManagementVector Search and RetrievalAnthropic / ClaudeCLI ToolClaudeClaude CodeDatabaseDockerEmbeddingsForkedLarge Language ModelsMCPMem0PythonQdrantTransformers

Taxonomy

AI Trends

Agentic AIRetrieval-Augmented GenerationVector DatabasesAI Tool Integration

category

Foundation ModelsAI AgentsRAG & RetrievalMLOps & InfrastructureDev Tools & Automation

Deployment Context

Self-hostedCloud APIOn-premise

Modalities

TextVector Embeddings

Skill Areas

Vector Database ManagementModel Context Protocol ImplementationVector Search and RetrievalEmbedding Storage and IndexingAPI IntegrationSemantic Search

tag

Anthropic / ClaudeCLI ToolClaudeClaude CodeDatabaseDockerEmbeddingsForkedLarge Language ModelsMCPMem0PythonQdrantSemantic SearchTransformers

Use Cases

Vector Database IntegrationSemantic Search ImplementationAI Assistant Memory SystemsDocument Retrieval SystemsEmbedding Storage and Querying

Recent Activity

Updated 4 months ago

7 Days

0

30 Days

0

90 Days

0

Quality

beta
Quality
medium
Maturity
beta

Categories

RAG & RetrievalPrimaryMLOps & InfrastructureDev Tools & AutomationFoundation ModelsAI AgentsSearch & Knowledge

PM Skills

Scale & ReliabilityProduct DiscoveryDeveloper Platform

Languages

Python100.0%

Timeline

Project created
Dec 2, 2024
Forked
Mar 13, 2026
Your last push
4 months ago
Upstream last push
1 months ago
Tracked since
Jan 28, 2026

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