Qdrant MCP Server
未认领MCP server for semantic search using local Qdrant vector database and OpenAI embeddings
安装
claude mcp add --transport stdio qdrant -- node /path/to/qdrant-mcp-server/build/index.js工具（20 个）
add_documents
Add documents with automatic embedding (supports string/number IDs, metadata)
clear_git_index
Delete all indexed git history data for a repository
clear_index
Delete all indexed data for a codebase
contextual_search
Combined code + git history search with file-commit correlations
create_collection
Create collection with specified distance metric (Cosine/Euclid/Dot)
delete_collection
Delete collection and all documents
delete_documents
Delete specific documents by ID
federated_search
Search across multiple repositories with Reciprocal Rank Fusion (RRF) ranking
get_collection_info
Get collection details and statistics
get_git_index_status
Get indexing status and statistics for a repository's git history
get_index_status
Get indexing status and statistics for a codebase
hybrid_search
Hybrid search combining semantic and keyword (BM25) search with RRF
index_codebase
Index a codebase for semantic code search with AST-aware chunking
index_git_history
Index git commit history for semantic search over past changes and fixes
index_new_commits
Incrementally index only new commits since last indexing
list_collections
List all collections
reindex_changes
Incrementally re-index only changed files (detects added/modified/deleted)
search_code
Search indexed codebase using natural language queries
search_git_history
Search indexed git history using natural language queries
semantic_search
Natural language search with optional metadata filtering