jmcpx
jmcpx is a Command-Line Interface (CLI) client designed for interacting with MCP (Modular Command Processor) servers. It provides session management, tool and…
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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…
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…
File Search Assistant with LLM Integration
Learn how to: ✅ Build a file-search AI using natural language queries ✅ Create embeddings from local Linux files using Hugging Face models ✅ Integrate Gemini…
YouTube transcript extractor for your LLM
MCP server that downloads YouTube transcripts
WebSocket MCP
Model Context Protocol (MCP) server and client with a custom websocket transport layer.
PostgreSQL MCP Server with LLM Chat Example on Clever Cloud
A Node.js application on Clever Cloud that uses an MCP server for PostgreSQL along with a language model to enable natural language querying of a PostgreSQL…
Imagine if you could turn an LLM into a simulator
AgentTorch MCP Server - Imagine if your models could simulate
MCP Server and Tools
# MCP Server and Tools MCP(Model Context Protocol) helps you build agents and complex workflows on top of LLMs. LLMs frequently need to integrate with data and…
Coderag
Lightning-fast semantic code search with AST chunking (15+ languages) - Hybrid TF-IDF + Vector, MCP-ready for AI assistants
Spoken
Podcast transcript API — turn any published podcast into clean Markdown with real speaker names. Built for AI agents.
Tiny Chat
This is an LLM application with chat functionality, featuring chat using RAG, a database, and MCP server capabilities. The UI is designed for Japanese users.
Webz.io News Search
Search global news using natural language. Webz.io News Search API returns the most relevant articles and content, with filters for source, country, language…
FlexOrch MCP
FlexOrch MCP converts unstructured documents (PDF, DOCX, invoices, contracts, payroll) into structured, LLM-ready datasets via 6 async tools. Covers the full…
Mcp Cornell Resume
A Model Context Protocol (MCP) server that automatically generates Cornell-style study notes and summaries from the conversational context, with RAG active…
Deep-Co
A Chat Client for LLMs, written in Compose Multiplatform.
MCP-LLM Bridge
Bridge between Ollama and MCP servers, enabling local LLMs to use Model Context Protocol tools
MCP Guardian
MCP Guardian manages your LLM assistant's access to MCP servers, giving you real-time control over your LLM's activity. It logs all MCP server activity, allows…
MCP-Mem0: Long-Term Memory for AI Agents
<h1 align="center">MCP-Mem0: Long-Term Memory for AI Agents</h1> <p align="center"> <img src="public/Mem0AndMCP.png" alt="Mem0 and MCP Integration"…
MCP Crypto Server
# MCP Crypto Server A high-performance cryptocurrency market data and analysis platform built with FastMCP, CCXT, TimescaleDB, and RSS feed integration. ##…
mcp-server-receipt
mcp-server-receipt is an MCP protocol server that provides context for LLMs to automatically organize receipt files. It instructs the LLM on naming conventions…
WorkflowLearner
To teach LLM Agents understand workflows with PSR.exe's hmt.
Jentic
# Jentic SDK & MCP Plugin [Beta] Jentic MCP empowers AI agent builders to discover and integrate external APIs and workflows rapidly—without writing or…
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.)…