Skip to content Home / Servers / Mcp Server Qdrant Mcp Server Qdrant MCP Server An official Qdrant Model Context Protocol (MCP) server implementation
Mcp Server Qdrant scores 36 (Limited), licensed Apache-2.0 and written in Python. It installs as a local process. It does not declare tools yet. Filed under AI and memory, Search, Version control. GitHub shows 1,548 stars. Install configs are generated for 10 clients. Being listed in the registry is not the same as being vendor-official.
0 0 Trust score 36 of 100, Limited Limited trust 36 of 100 from six public signals. Nobody can buy a point.
How we score trust Where the 36 comes from 0 + 6 + 10 + 10 + 7 + 3 = 36. Each factor is capped, so no single signal can carry a listing.
Active in the official MCP registry, plus a known vendor namespace.
Registry: 0 of 30 points. How recently the repository saw a commit or release.
Maintenance: 6 of 20 points. Install Pick your client, copy the config, paste it in.
~/Library/Application Support/Claude/claude_desktop_config.json Copy { "mcpServers" : { "qdrant-mcp-server-qdrant" : { "command" : "uvx" , "args" : [ "mcp-server-qdrant" ] } } } 10 / 20
GitHub stars and weekly downloads, on a log scale.
Popularity: 10 of 20 points.
A clear, OSI-style open-source license.
License: 10 of 10 points. Not archived, a secure install path, a pinned version.
Security: 7 of 10 points. A real summary, a README with depth, listed tools.
Docs: 3 of 10 points.
Environment variables This server does not declare environment variables.
Tools show up when the registry metadata or the repository README lists them. GitHub enrichment fills this in when a token is configured.
About This repository is an example of how to create a MCP server for Qdrant, a vector search engine.
FAQ
? What is Mcp Server Qdrant?An official Qdrant Model Context Protocol (MCP) server implementation
? How do I install Mcp Server Qdrant?Pick a client above and copy the generated config. Cursor and VS Code also have a deep link when the server can run locally or remotely.
? Is Mcp Server Qdrant official?No. Registry-listed is not the same as vendor-official. Read the methodology for the difference.
? How is the trust score calculated?This listing scores 36 (Limited). The formula is published on the methodology page. Reviews No reviews yet. Used it? Tell the next person how it went.
Sign in to review this server.
Categories Tags No tags yet.
weekly downloads
CM 77 Trust score 77 of 100, Good
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Fi 77 Trust score 77 of 100, Good
Firecrawl, the context API for AI agents: search, scrape, interact with the web, plus paper search.
Br 76 Trust score 76 of 100, Good
Bright Data's Web MCP server enabling AI agents to search, extract & navigate the web
SS 75 Trust score 75 of 100, Good
MCP server for SearXNG — privacy-respecting web search with pagination, URL reading
HR 74 Trust score 74 of 100, Good
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval