qmcp-qdrant
Overview
qmcp-qdrant is a Python MCP server for OpenCode that provides semantic search for code and documentation, powered by the Qdrant vector database.
Capabilities
- • filesystem integration
- • database integration
- • github integration
- • workflow automation support
Best For
Qdrant-powered MCP semantic search server for OpenCode, built with Python.
Decision Snapshot
Usage
available
Docs
2 links
Config
1 strong hints
Capabilities
4 key capabilities detected
- • GitHub stars: 1
- • Source provenance count: 1
- • Last seen: 4/10/2026
- • Published: 4/2/2026
Usage
{ && "mcp": { && "qmcp-qdrant": { && "type": "local",Features
- • **Semantic Search**: Find code and documentation using natural language queries
- • **Multi-language Support**: Python, Go, JavaScript, TypeScript, Java, C#, Markdown
- • **Live Updates**: File watcher for automatic reindexing
- • **Incremental Indexing**: Only index changed files
- • **Gitignore Support**: Respects .gitignore - excludes node_modules, __pycache__, .venv, build artifacts, etc.
- • **Cleanup**: Remove stale vectors for deleted/changed files
- • **Diagnostics**: Introspection tools to understand what's indexed
- • **OpenCode Skill**: Natural language interface for Qdrant management
Use Cases
- • Supports capabilities such as: filesystem integration; database integration; github integration.
- • Common usage themes: mcp, opencode, qdrant, semantic-search.
Supported Clients / Integrations
- • filesystem integration
- • database integration
- • github integration
- • workflow automation support
Compatibility Signals
- • GitHub: supports (Detected in parser config/capability hints.)
Prompt Examples
example
• { && "mcp": { && "qmcp-qdrant": { && "type": "local",
Notes / Requirements
- • Primary language: Python
- • License: Apache-2.0
- • Documentation coverage: medium
- • Parser coverage score: 1.00
- • Source feeds: PyPI RSS + JSON API
- • Topic cluster: data-infra
Official Links
Source Information
You can verify all information on this page against the source repository above.
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What To Do Next
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