qdrant/mcp-server-qdrant

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An official Qdrant Model Context Protocol (MCP) server implementation

Stars: 1.5k
Forks: 308
Open beginner issues: 0
Indexed issues: 28

Dominant language: Python
License: Apache-2.0
Last GitHub push: Aug 11, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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28 open issues indexed

Claim / update your listing on MCPX (mcpx.digital) Open

Difficulty 5/5 Over a week Newbie friendliness 1/100

qdrant/mcp-server-qdrant#189 · Opened Sep 6, 2026
Three retrieval sharp edges in QdrantConnector: no score threshold, no dedup, no collection validation Open

Difficulty 5/5 Over a week Newbie friendliness 42/100

qdrant/mcp-server-qdrant#188 · Opened Sep 5, 2026
MCP spec conformance: 7 requirement(s) violated (via @hasmcp/mcp-spec-test) Open

Difficulty 4/5 3-5 days Newbie friendliness 55/100

qdrant/mcp-server-qdrant#184 · Opened Aug 24, 2026
Bug: qdrant-find does not escape structural tags in stored content Open

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

qdrant/mcp-server-qdrant#179 · Opened Aug 18, 2026
Bump fastmcp==2.7.0 to clear CRITICAL SSRF/path traversal and 14 OSV findings Open

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

qdrant/mcp-server-qdrant#173 · Opened Aug 6, 2026
Would you be open to a read-only MCP compatibility check? Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

qdrant/mcp-server-qdrant#162 · Opened Jul 1, 2026
Both tools return empty errors in Claude Desktop Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

qdrant/mcp-server-qdrant#151 · Opened Jun 10, 2026
Security scan results for mcp-server-qdrant — MCPSafe AIVSS 94/100 (Grade B) Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

qdrant/mcp-server-qdrant#141 · Opened May 12, 2026
Security scan results for mcp-server-qdrant — MCPSafe AIVSS 94/100 (Grade B) Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

qdrant/mcp-server-qdrant#140 · Opened May 12, 2026
Support QDRANT_URL with path prefix (reverse proxy deployments) Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

qdrant/mcp-server-qdrant#135 · Opened May 6, 2026
Add Openai protocol for embeddings Open

Difficulty 4/5 3-5 days Newbie friendliness 52/100

qdrant/mcp-server-qdrant#130 · 1 comment · Opened Apr 10, 2026
Security policy template for Qdrant MCP server Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

qdrant/mcp-server-qdrant#115 · Opened Mar 4, 2026
Proper support on Smithery Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

qdrant/mcp-server-qdrant#93 · Opened Oct 8, 2025
Tool request: qdrant_store_image Open

Difficulty 4/5 3-5 days Newbie friendliness 43/100

qdrant/mcp-server-qdrant#91 · Opened Sep 10, 2025
Request: Review auto-generated MCP permission manifest for Qdrant Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

qdrant/mcp-server-qdrant#87 · Opened Sep 1, 2025
more flexible payload schema? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

qdrant/mcp-server-qdrant#81 · Opened Aug 6, 2025
more mcp function calls Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

qdrant/mcp-server-qdrant#69 · 5 comments · Opened Jun 24, 2025
Need to support custom embedding models Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

qdrant/mcp-server-qdrant#62 · 7 comments · 7 reactions · Opened Jun 9, 2025
Claude Code Config Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

qdrant/mcp-server-qdrant#56 · Opened May 23, 2025
Any client example for the qdrant server Open

Difficulty 2/5 1-3 hours Newbie friendliness 25/100

qdrant/mcp-server-qdrant#53 · 1 comment · Opened May 9, 2025
MCP server with valid SSE endpoint not detected by Windsurf Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

qdrant/mcp-server-qdrant#50 · 2 comments · 1 reaction · Opened Apr 21, 2025
unable to add or query the collections via Claude Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

qdrant/mcp-server-qdrant#48 · Opened Apr 20, 2025
qdrant_find not retrieving results Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

qdrant/mcp-server-qdrant#47 · 7 comments · Opened Apr 16, 2025
Implement generic filtering of the entries Open

enhancement

Difficulty 4/5 3-5 days Newbie friendliness 25/100

qdrant/mcp-server-qdrant#44 · 1 comment · Opened Apr 10, 2025
Tool for collection discovery Open

enhancement

qdrant/mcp-server-qdrant#40 · 1 comment · 1 assignee · Opened Apr 9, 2025
Unable to use Qdrant MCP server on claude desktop on Macbook m3 pro. Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

qdrant/mcp-server-qdrant#36 · 8 comments · Opened Mar 27, 2025
Vectorname in Collection must match embedding Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

qdrant/mcp-server-qdrant#10 · 9 comments · 5 reactions · Opened Feb 12, 2025
Unable to store Japanese text in Qdrant on Windows environment Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

qdrant/mcp-server-qdrant#8 · 3 comments · Opened Dec 14, 2024

qdrant/mcp-server-qdrant

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