Results for “instructions”

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

@GoogleCloudPlatform✓ Official

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

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

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

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

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 160,000+ scientists worldwide.

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

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

MCP server for persistent context management in AI coding assistants

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

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

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

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

Most AI agents forget you the moment the tab closes. Constellation Engine gives them a hippocampus — a living star map w

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

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

AI coding assistant skill (Claude Code, Codex, OpenCode, Cursor, Gemini CLI, and more). Turn any folder of code, SQL sch

An agent based LLM assistant that extends RAG with batch entity extraction and SQL querying to improve performance on mu

MeshCore Hub provides a complete solution for monitoring, collecting, and interacting with MeshCore mesh networks

@zilliztech✓ Official

Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

Hivemind turns your traces into reusable skills across 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

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

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

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

MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)

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

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

AI-powered group finance assistant using MCP architecture, Gemini LLM and Streamlit.

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

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

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

Data Wiki turns data into portable knowledge bundles following Open Knowledge Format (OKF) and serves them to AI agents

@googleapis✓ Official

Javascript SDK for interacting with the MCP Toolbox for Databases.