Spring AI integration with MCP (Model Context Protocol)
Spring AI MCP extends the MCP Java SDK with Spring Boot integration, providing both client and server starters. It enables AI models to interact with external…
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Greptile
# 🚀 Greptile MCP Server - TypeScript Edition [](https://badge.fury.io/js/greptile-mcp-server)…
OpenStack MCP + Agent PoC
A proof-of-concept that runs an OpenStack Model Context Protocol (MCP) server alongside a basic agent companion program to test it. It uses the OpenStack code…
🤖 MCP Server — Agent X (Powered by Gemini Flash + Twitter API)
Agent X is an autonomous AI agent built using Google Gemini Flash and integrated with the Twitter API, allowing it to post intelligent and contextual tweets on…
Context Pipe
# ⛓️ Context-Pipe **The Universal Standard for Context Engineering.** [](htt…
Secure LLM Proxy
OpenAI-compatible proxy with PII scrubbing, audit logging, and model routing. Drop-in replacement — set OPENAI_BASE_URL to point to this server. Supports…
AI Agent Starter with PydanticAI and MCP
# AI Agent Starter with PydanticAI and MCP A base project using PydanticAI’s Agent API. Connects to any LLM provider (such as OpenAI, Groq, Azure OpenAI, etc.)…
MCP Tools
# MCP Tools A custom Model Context Protocol (MCP) server implementation that provides file system and command execution tools for Claude Desktop and other LLM…
Becomer: LLM-agnostic persistent memory API. Store and recall memories across GPT, Claude, Gemini, or any model — zero tokens per recall.
BECOMER gives any LLM persistent memory across sessions — without spending a single token on retrieval.
Fast LLM & Agents & MCPs
This repo covers LLM, Agents, MCP Tools, Skills concepts with sample codes: LangChain & LangGraph, AWS Strands Agents, Google Agent Development Kit…
Unified MCP Client Library for Elixir
🌐 Mcpixir is the open source way to connect any LLM to any MCP server and build custom agents that have tool access, without using closed source or application…
Slackbot MCP
A Slackbot LLM agent that allows connecting to an LLM and MCP servers
PDF AI Tools - 15 AI-Powered PDF Tools for Claude Desktop
MCP server that connects Claude Desktop to 15 AI-powered PDF tools: summarize PDFs, chat with documents, generate quizzes & flashcards, compress, merge, split…
Code Quality Scanner
Code Quality Scanner is a pay-per-use MCP server that detects vibe-code anti-patterns in AI agent code before production deployment. It uses AST-powered…
Mcp Client Llm.git
Supports large models that access any API type, and provides an example of opening a local application
AI-powered chat system with multiple MCP servers.
This system is a client‑server architecture based on the Model Context Protocol (MCP). It connects a host application (Claude) with three specialized MCP…
MCP-LLM Bridge
Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools
Runik AI
Business management platform controlled entirely through conversation. Describe your business and AI builds your complete system — tables, views, dashboards…
Botsify
Botsify is a white-label AI agent and chatbot platform that helps agencies and businesses build, deploy, and resell AI automation across websites, WhatsApp…
WorkflowLearner
To teach LLM Agents understand workflows with PSR.exe's hmt.
This section was written completely by using the SentinelCore agent and its tools(prompt->get the details from internet->write it to a file) via gemini 2.0 flash.
SentinelCore is an advanced AI agent powered by Model Context Protocol. It can browse the web, interact with local file systems, and is designed to keep…
MCP Client Server With LLM Command Execution
MCP server for MCP Client Server With LLM Command Execution.
MCP-Ollama Client
Lightweight MCP client that uses a local Ollama LLM to query multiple MCP servers defined in config.json
MCP Server Implementation
A Flask-based implementation of the Model Context Protocol (MCP) that extends Large Language Models with external tools like weather and calculator, using…