This repository is an example of how to create a MCP server for Qdrant, a vector search engine
Installation and connection instructions are shown only when supported by retained package, repository, or endpoint evidence.
Version 0.8.1 declares 1 executable entrypoint.
python -m pip install 'mcp-server-qdrant==0.8.1'uvx --from 'mcp-server-qdrant==0.8.1' mcp-server-qdrant{
"mcpServers": {
"mcp-server-qdrant": {
"command": "uvx",
"args": [
"--from",
"mcp-server-qdrant==0.8.1",
"mcp-server-qdrant"
]
}
}
}Clone the canonical public repository, then follow its version-specific setup documentation.
git clone https://github.com/qdrant/mcp-server-qdrant| Canonical slug | mcp-server-qdrant-fa15eaed | Deployment | Local Only |
|---|---|---|---|
| Canonical package | pypi:mcp-server-qdrant | Repository | https://github.com/qdrant/mcp-server-qdrant |
| First published | Dec 10, 2025 | Latest release | Dec 10, 2025 |
| Last security verification | — | Classification confidence | 90% |
| Publication | Published | Official distribution | Yes |
| Channel | Identifier | Current version | Versions | Source |
|---|---|---|---|---|
| pypi | mcp-server-qdrant | 0.8.1 | 1 | Repository |
| Package | Version | Published / observed | Inventory | Security scan |
|---|---|---|---|---|
| pypimcp-server-qdrant | 0.8.1Current | Dec 10, 2025 | — | Not scanned |
Independently scan the exact version your agents use, receive alerts when its risk changes, and investigate every finding with retained version evidence.
| Provenance | artifact_hash_verified | Signature | — |
|---|---|---|---|
| MCP SDK | python_mcp_source_evidence | Artifact SHA-256 | eb7b36105021b431989f5a0f794591e52d48d3a6afb1a033d65fd8a08a68991c |
| Scanner | — | Scan completed | — |
| Security rating | 54 / 100 | Methodology | version-rating-1.0 |
[ "mcp-server-qdrant" ]
[ "security_policy_not_observed" ]
Tool inventory is pending. This does not mean the MCP exposes zero tools. Tools, resources, templates, and prompts appear here after the current version completes independent protocol inventory.
| Endpoint | Transport | Authentication | Health | Observed |
|---|---|---|---|---|
| No verified remote endpoint is linked. | ||||
Install the selected package version with: python -m pip install 'mcp-server-qdrant==0.8.1'
A current independently observed tool inventory is not available yet. This does not mean mcp-server-qdrant MCP Server exposes zero tools.
The selected current version does not yet have completed public verification. Unknown does not mean clean or vulnerable.
Curated product and capability guides containing this catalog record.
Related records share independently retained publisher or namespace evidence. They are not automatically endorsed alternatives.
A read-only MCP server providing curated Qdrant documentation for LLMs, enabling retrieval of the latest and most accurate documentation.
Allows agents to lookup code snippets in your project. Uses a remote MCP server with a collection of code snippets, with support for automatic project language detection.