Results for “instructions”

@GoogleCloudPlatform✓ Official

Demo of a customer service agent (Cymbal Air) using LangGraph, Tools, and RAG to interact with Google Cloud Databases vi

MCP tool server for AI coding agents -- encoding-aware file tools, binary analysis, DAP debugger, SSH/SFTP, process memo

A Model Context Protocol (MCP) server that provides access to the DBLP computer science bibliography database for Large

Local-first persistent agentic memory powered by Recursive Memory Harness (RMH). Open source must win.

Tiger CLI is the command-line interface for Tiger Cloud. It includes an MCP server for helping coding agents write produ

Self-hosted MCP server that gives Claude persistent memory across conversations — entities, observations, history, and t

QLoRA fine-tuning of Llama-3.1-8B for infrastructure-ops text-to-SQL, served via MCP.

Postgres MCP Pro provides configurable read/write access and performance analysis for you and your AI agents.

A Model Context Protocol (MCP) server that gives LLMs persistent project memory via SQLite. This eliminates the need to

Sistema de Memoria Dual con Búsqueda Integrada por Relevancia Expansiva (BIRE) — PostgreSQL + pgvector + Gemini Embeddin

A local MCP memory server backed by plain markdown + JSON files, synced via git. No database. Project-scoped memory with

MCP (Model Context Protocol) Server for postgres Database

Knocoph (nok-of) is a local MCP server that parses TypeScript and JavaScript codebases into a persistent knowledge graph

MCP server connecting Microsoft Copilot Studio to Azure SQL Database — 12 tools for CRUD, schema inspection, search, and

Model Context Protocol server to use ClickHouse® databases in your AI agents

@benborla

A Model Context Protocol server that provides read-only access to MySQL databases. This server enables LLMs to inspect d

mcp-oracle-database

Convert user audio messages into text and convert text responses from the agent back to audio (text-to-speech) to play t

MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Sup

postgresql-mcp-server

Palaia — Local, crash-safe memory for AI agents. Semantic vector search (fastembed/OpenAI/Ollama). SQLite + sqlite-vec o

Make every AI agent you use smarter. Persistent memory with SQLite FTS5, MCP server, Obsidian sync, and self-learning in

🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases

@googleapis✓ Official

Java SDK for interacting with the MCP Toolbox for Databases.

KateChat is a universal chat bot platform similar to chat.openai.com. The platform supports multiple LLM providers, MCP

MCP server for IBM DB2 for i (DB2i) database queries and metadata inspection

The community development of a MCP server for a Teradata database

sample-for-bedrock-integration-with-database-mcp-server

A Model Context Protocol (MCP) server for MySQL databases with support for AWS RDS. Enables AI assistants to execute que

Cognitive memory for AI agents — learns from use, forgets what's irrelevant, strengthens what matters. Single binary, fu

Persistent, encrypted memory for AI agents: one Rust binary, one file, no cloud. 55+ MCP tools, hybrid recall, bi-tempor

Local-first MCP memory layer for AI coding assistants; persistent cross-session memory, stored entirely on your machine

Plugin interface for remote communications with Binary Ninja database and MCP server for interfacing with LLMs.

Shared memory layer for AI coding tools. One local SQLite DB, every tool reads the same verified facts. Local-first, zer

@googleapis✓ Official

Javascript SDK for interacting with the MCP Toolbox for Databases.

Memory engine for AI agents — time axis (3-layer decay/promotion) + space axis (self-organizing topic tree). Hybrid sear

Portable semantic memory for AI agents: core engine, TypeScript SDK, framework adapters, MCP server, CLI, and host plugi

[knowledge-rag] - Drop docs, search instantly from Claude Code — 12 MCP tools, 20 format parsers, hybrid search + rerank

MCP memory server using SQLite + FTS5 + sqlite-vec

Persistent memory system for AI coding assistants. Captures decisions, learnings, and context from coding sessions. Feat

MCP server for Hey.com: read, send, search, and organise email from Claude or any MCP client. Runs locally, stores no cr

Local-first, read-only MCP server to talk to your XP Investimentos portfolio through Claude Desktop. TypeScript + SQLite

A Rust-based Model Context Protocol (MCP) server for AI code generation. Solves the context engineering problem by organ

Persistent memory for AI coding agents. Semantic knowledge + searchable archives in SQLite, served as an MCP server. HES

@googleapis✓ Official

Go SDK for interacting with the MCP Toolbox for Databases.

Sovereign single-binary knowledge mesh for coding agents (MCP): index, search and serve your notes + code as context. Fa