#llms

Core Philosophy: Connect, Unify, Respond

mindsdb

Delegate anything. It comes back done.

🔎 GPT Researcher

assafelovic

An autonomous agent that conducts deep research on any data using any LLM providers

Serena

oraios

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

MCP Toolbox for Databases

googleapis

MCP Toolbox for Databases is an open source MCP server for databases.

Mcp Agent

lastmile-ai

Build effective agents using Model Context Protocol and simple workflow patterns

Lemonade

lemonade-sdk

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

Derisk

derisk-ai

AI-Native Risk Intelligence Systems, OpenDeRisk——Your application system risk intelligent manager provides 7* 24-hour comprehensive and in-depth protection.

MCP Framework

QuantGeekDev

The Typescript MCP Framework

Kubectl MCP Tool

rohitg00

Published in CNCF Landscape: A MCP server for Kubernetes.

NestJS MCP Server Module

rekog-labs

A NestJS module to effortlessly create Model Context Protocol (MCP) servers for exposing AI tools, resources, and prompts.

MCP Hub

ravitemer

A centralized manager for Model Context Protocol (MCP) servers with dynamic server management and monitoring

Shinkai Apps

dcSpark

Shinkai is a two click install App that allows you to create Local AI agents in 5 minutes or less using a simple UI. Supports: MCPs, Remote and Local AI, Crypto and Payments.

Symfony Mcp Server

klapaudius

A Symfony package designed for building secure servers based on the Model Context Protocol, utilizing Server-Sent Events (SSE) and/or StreamableHTTP for real-time communication. It offers a scalable tool system tailored for enterprise-grade applications.

Learn MCP Development with Rust: Complete Learning Resource

RustSandbox

This comprehensive learning resource provides two complete tutorials for mastering Model Context Protocol (MCP) development with Rust. From beginner-friendly introductions to production-ready enterprise applications, these tutorials guide you through every aspect of building robu

Image Generation MCP Server

sarthakkimtani

MCP server enabling Image Generation for LLMs, built in Python and integrated with Together AI.

Tinypng Mcp Server

aiyogg

🧙🏻 Integrated TinyPNG MCP server, quickly use TinyPNG through LLMs.

MCP-FREDAPI

Jaldekoa

FRED (Federal Reserve Economic Data) API integration with Model Context Protocol (MCP)

MCP Palette: Model Context Protocol Server Manager

cellwebb

Desktop application for managing Model Context Protocol servers (MCP). Provides a centralized interface to configure and manage MCP servers for use with LLMs and AI assistants such as Claude.

llm_to_mcp_integration_engine

Million19

The llm_to_mcp_integration_engine is a communication layer designed to enhance the reliability of interactions between LLMs and tools (like MCP servers or functions).

MCP Docs Search Server

RohitKrish46

This is a lightweight, plug-and-play MCP server that empowers any LLM to dynamically search and retrieve up-to-date documentation from popular AI libraries such as LangChain, LlamaIndex, and OpenAI.

Barnsworthburning MCP

Aias

A Model Context Protocol (MCP) server for searching barnsworthburning.net.

MCP (Multi-Context Processing) Simulation

mc095

Simulating Multiple Context Protocol

ChatDB

Svtter

A small mcp service to record things in sqlite. A simple GPT memory layer. ;)

Geo Audit MCP

carter-wzq

Lightweight BYOK MCP server for GEO site audits — 31 signals across 6 pillars. Returns a readiness score, pillar breakdowns, and an actionable fix prompt for AI citation optimization.

LLM Wrapper MCP Server

matdev83

Allow any MCP-capable LLM agent to communicate with or delegate tasks to any other LLM available through the OpenRouter.ai API.

MCP-Ollama Client

Nagharjun17

Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json

A simple calculator app using Model Context protocol

KeerthiNingegowda

A simple calculator app with MCP compliant server and client

🤖 Large Language Models (LLMs)

RahulSaini02

This repo is dedicated to learning and working with large language models (LLMs), prompt engineering, and modern GenAI tools such as LangChain, RAG, and vector databases.

mcp-tools-server

Dkuaik

In this repository I want to create my personalized tools for llms

Artificial Analysis

davidhariri

I built this to give my AI assistants the latest information on model performance benchmarks provided by https://artificialanalysis.ai to make informed decisions on model choice.

RAG-MCP Pipeline Research

dzikrisyairozi

A learning repository exploring Retrieval-Augmented Generation (RAG) and Multi-Cloud Processing (MCP) server integration using free and open-source models.

Nano Currency MCP Server

Celinenjoro

Send Nano currency from AI agents/LLMs

Zerodha Trade GPT

Shyamkadiwar

Zerodha Trade GPT is a TypeScript-powered integration that enables real-time stock trading on Zerodha via natural language commands using LLMs like Claude.ai. It uses Model Context Protocol (MCP) tools to trigger live buy/sell orders through the Kite Connect API.