Search for memories by content in a Qdrant collection to retrieve personal information for analysis.
Apache 2.0
166,954 tools. Last updated 2026-06-02 20:00
"Qdrant MCP Server" matching MCP tools:
- Retrieve all distinct entities (users, agents, runs) that currently hold memories. Uses server-side aggregation via Qdrant Facet API with scroll+dedupe fallback for compatibility.MIT
- Retrieve all available Qdrant collections for managing and organizing vector database content in the Better Qdrant MCP Server.MIT
- Upload and process documents into a Qdrant collection using specified embedding services like OpenAI or Ollama. Define text chunk size and overlap for efficient semantic search integration.MIT
- Remove a specific collection from the Qdrant vector database to manage storage and optimize semantic search operations effectively.MIT
- Submit an MCP server URL to the MCP Servers Directory for inclusion in the public registry, enabling discovery and integration.
Matching MCP Servers
mcp-server-qdrantofficial
AlicenseBqualityCmaintenanceThis repository is an example of how to create a MCP server for Qdrant, a vector search engine.Last updated21,406Apache 2.0- AlicenseBqualityDmaintenanceA Model Context Protocol server that enables semantic search capabilities by providing tools to manage Qdrant vector database collections, process and embed documents using various embedding services, and perform semantic searches across vector embeddings.Last updated4384MIT
Matching MCP Connectors
Vacation rental booking infrastructure for independent hosts. 0% commission. MCP + Stripe ACP.
Provide AI agents and automation tools with contextual access to blockchain data including balance…
- Checks the Red Hat Insights MCP server version to resolve API or authentication issues.Apache 2.0
- Confirm the Nordic MCP server process is responding. Use at the start of a session to verify server reachability before other calls.MIT
- Check if the MCP server is alive and responsive. Returns a pong with timestamp and server version.MIT
- Check MCP server connectivity by sending an optional message and receiving 'pong' in return.Apache 2.0
- Retrieve the version number of the active QuantConnect MCP server to verify compatibility or updates.Apache 2.0
- Retrieve the server state and loaded contract metadata from the JSON Contracts MCP server.Apache 2.0
- Check the current version and metadata of the Strava MCP Server to verify API compatibility and server status.MIT
- Retrieve the current version of the Aptos NPM MCP server to verify compatibility and ensure proper integration with Aptos blockchain development workflows.Apache 2.0
- Check if the MCP server and API are reachable. Returns status to verify connectivity.
- Explains how to use the mocoVoice MCP server to transcribe audio and video files, including starting jobs and retrieving results.MIT
- Audit token usage and estimate costs for MCP servers. Optionally filter by server name to focus on specific infrastructure.MIT
- Retrieve the current released version of the QuantConnect MCP Server to verify your integration is updated.Apache 2.0
- Check the current configuration of the Weather MCP Server to understand its operational settings and capabilities for weather data retrieval.MIT
- Check Graphistry MCP server health status to verify connectivity and operational state for graph visualization and analytics.MIT