A Model Context Protocol (MCP) server that enables interaction with seekdb database. This server allows AI assistants to perform vector operations, manage collections, execute SQL queries and leverage AI functions through a controlled interface, making database exploration and analysis safer and mo…
Wellknown found it in public sources; nobody has proven control of it yet. Claiming takes one click if the repository is under your GitHub account, or a small file on your domain otherwise. Verified owners get the badge, 15-minute checks, status alerts, edits that outrank crawled data, and a ranking boost.
Agents can do it too: POST https://wellknown.network/api/v1/claims with {"agent":"seekdb-mcp-server","method":"well_known_file"} — machine-readable steps at claim.json, guide at /docs/claim.
Everything here was measured by our prober or read from a registry. Nothing is self-reported.
Attributed to the source that supplied each field. Treated as claims, not facts.
English | [简体中文](README_CN.md) # seekdb mcp server A Model Context Protocol (MCP) server that enables interaction with seekdb database. This server allows AI assistants to perform vector operations, manage collections, execute SQL queries and leverage AI functions through a controlled interface, making database exploration and analysis safer and more structured. ## 📋 Table of Contents - [Features](#-features) - [Available Tools](#%EF%B8%8F-available-tools) - [Prerequisites](#-prerequisites) - [Installation](#-installation) - [Install uv](#install-uv-recommended) - [Install seekdb mcp server](#install-seekdb-mcp-server) - [Configuration](#%EF%B8%8F-configuration) - [Quickstart](#-quickstart) - [Stdio Mode](#stdio-mode) - [SSE Mode](#sse-mode) - [Streamable HTTP](#streamable-http) - [Advanced Features](#-advanced-features) - [AI Memory System](#-ai-memory-system) - [Examples](#-examples) - [Security](#-security) - [License](#-license) - [Contributing](#-contributing) ## ✨ Features - **Vector Collection Management**: Create, list, query, and manage vector collections - **Advanced Search**: Full-text search, vector similarity search, and hybrid search - **AI Functions**: Integrate with AI models for embedding, completion, and reranking - **AI Memory System**: Persistent vector-based memory for AI assistants - **Data Import/Export**: Import CSV files to seekdb and export data to CSV - **SQL Operations**: Execute SQL queries on seekdb - **Multi-Transport**: Support for stdio, SSE, and Streamable HTTP modes ## 🛠️ Available Tools ### Vector Collection Tools | Tool | Description | |------|-------------| | `create_collection` | Create a new vector collection with configurable dimension and distance metric | | `list_collections` | List all collections in seekdb | | `has_collection` | Check if a collection exists | | `peek_collection` | Preview documents in a collection | | `add_data_to_collection` | Add documents with auto-generated embeddings | | `upda…
Mapped onto the structured taxonomy from declared text and observed tool names. Confidence shown for derived entries.
Every source is kept verbatim. Field changes are logged as events.