PDF Search
Built for Zed to enable semantic searching of PDF documents using a Qdrant vector database and OpenAI embeddings.
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Built for Zed to enable semantic searching of PDF documents using a Qdrant vector database and OpenAI embeddings.
A Rust-based MCP server that provides a model‑context–protocol interface to ChromaDB, a vector database for embeddings. It enables collection and document…
Structured business ontology giving AI agents deterministic access to institutional reasoning — 18 MCP tools, Dolt backend, 0% → 100% "why?" recall vs…
Hypergraph database for AI agents. Store n-ary relationships (edges connecting 2+ nodes), track provenance (source and confidence), and query paths — all…
🌩️ Unified Database Management System - MCP server for orchestrating Supabase and multiple databases
A Model Context Protocol (MCP) server implementation for RAG
This Snowflake MCP server provides tooling for Snowflake Cortex AI features, bringing these capabilities to the MCP ecosystem. When connected to an MCP Client…
A MCP Server implementation in C# for LLM integration with SQL Server tested with Claude Desktop
# Amazon Bedrock Converse API and Database MCP Server Integration This sample demonstrates the integration of AWS Bedrock's Conversational AI capabilities with…
A Model Context Protocol (MCP) server that enables LLMs to connect MongoDB using mcp-go.
The mcp-server-mariadb-vector server provides tools that LLM agents can use to interact with a MariaDB database with vector support. It gives users a natural…
# 設定手順 以下の手順で開発環境をセットアップできます。 ① 仮想環境を作成 ``` uv venv ``` このコマンドを実行すると、カレントディレクトリに .venv/ フォルダが作成されます。 ② 仮想環境をアクティブにする ``` source .venv/bin/activate ``` ③…
Provides a secure bridge to your WhatsApp account, enabling message search, contact management, and sending capabilities while keeping all data stored locally…
A Model Context Protocol (MCP) server that exposes configured Oracle Database tables and columns as context for large language models (LLMs). It enables LLMs…
🗂️ A Model Context Protocol (MCP) server that provides integration with Turso databases for LLMs. This server implements a two-level authentication system to…
Model Context Protocol Server for MySQL databases. It enables LLMs to inspect database schemas and execute read-only queries in a safe, read‑only transaction.
# mcp-lance-db: A LanceDB MCP server > The [Model Context Protocol (MCP)](https://modelcontextprotocol.io/introduction) is an open protocol that enables…
Model Context Protocol (MCP) server allowing LLMs to store and search knowledge in a SQLite database
A Model Context Protocol (MCP) implementation enabling communication between an LLM and SQL Server. Allows users to query SQL databases using natural language…
MCP server for Microsoft SQL Server - typed schema inspection and parameterized CRUD tools for LLM agents
Give AI agents structured database intelligence. Deterministic SQL, NULL trap detection, EXPLAIN pre-flight. MIT licensed.
A Model Context Protocol (MCP) server that provides tools for connecting to and interacting with various database systems, including SQLite, PostgreSQL…
This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free [CData MCP…
A PostgreSQL Model Context Protocol server that lets an LLM interact with a local database. It is experimental and not intended for real databases.