60 #ollama MCP Servers & Clients

1Panel

1Panel-dev

🔥 1Panel is a modern, open-source VPS control panel — and the only one with native AI agent support. Run Ollama models, deploy OpenClaw agents, and manage your entire server stack from one clean web interface.

MaxKB

1Panel-dev

🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

Deep Research

u14app

Use any LLMs (Large Language Models) for Deep Research. Support SSE API and MCP server.

npcpy

NPC-Worldwide

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

npcpy

cagostino

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

MCP Client for Ollama (ollmcp)

jonigl

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming responses, human-in-the-loop, thinking mode, model params config, system prompts, and saved pre

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.

Strands Agents MCP Server

strands-agents

This MCP server provides documentation about Strands Agents to your GenAI tools, so you can use your favorite AI coding assistant to vibe-code Strands Agents.

MCP LLM

sammcj

An MCP server that provides LLMs access to other LLMs

🤖 Agenite

subeshb1

🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, compose, and control AI agents with first-class support for tools, streaming, and multi-agent architectures. Switch seamlessly between providers like OpenAI, Anthropic, AWS Bedrock, and Ollama.

🧠 Archive Agent

shredEngineer

Find your files with natural language and ask questions.

LangChain MCP Client Streamlit App

guinacio

This Streamlit application provides a user interface for connecting to MCP (Model Context Protocol) servers and interacting with them using different LLM providers (OpenAI, Anthropic, Google, Ollama).

Llm Router

ypollak2

Universal LLM router for AI coding tools. Works with Claude Code, Cursor, Codex, Gemini CLI, Copilot and more. Free-first fallback chain keeps costs 70–85% lower.

Mcp Launcher

moeru-ai

🐳🧩 Easy to use MCP builder & launcher for all possible MCP servers, just like Ollama for models!

Deep-Co

succlz123

A Chat Client for LLMs, written in Compose Multiplatform.

YouTube Search Assistant with ADK, MCP and Gemma 3

arjunprabhulal

Build AI Agent using Google ADK , MCP and Gemma 3 model

CodeCompass

alvinveroy

CodeCompass: AI-powered Vibe Coding with MCP. Connects Git repositories to AI assistants like Claude, using Ollama for privacy or OpenAI for cloud. Integrates with VSCode, Cursor, and more.

Spring Boot AI

rogervinas

🍀 🤖 Spring Boot AI - Evaluation Testing

Ask m' AI

rainu

A scriptable and powerful UI-Chat-Application for chatting with most Gen-AI LLMs

🔍 🤖 🌐 Ollama Chat with MCP

redbuilding

This app demonstrates use of MCP server and client in a local model chat via Ollama that incorporates web search via Serper.

Oauth2 Authorization Server

musabbozkurt

OAuth2 Authorization Server with MariaDB, Docker OpenTelemetry LGTM, and Redis Integrations with Spring Boot 4, Java 25 and Docker. Integration Tests with Testcontainers and unit Tests with Junit 5, and Mockito

AI Publications 📚

jonigl

Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama and LLM integration.

Local MCP Client

mytechnotalent

Local MCP Client is a cross-platform web and API interface for interacting with configurable MCP servers using natural language, powered by Ollama and any local LLM of choice, enabling structured tool execution and dynamic agent behavior.

Ollama-MCP Bridge WebUI

Rkm1999

A web interface connecting local Ollama LLMs to Model Context Protocol (MCP) servers. Enables open-source models to use file operations, web search, and reasoning tools similar to commercial AI assistants - all running privately on your own hardware.

Ollama MCP Server with

angrysky56

Use fast-agent to use MCP tools with local LLM, API or Claude Desktop. WIP

Cursor Chat History Vectorizer & Dockerized Search MCP

markelaugust74

API service to search vectorized Cursor IDE chat history using LanceDB and Ollama

Easy Memory

FlippySun

Easy Memory MCP - Dual-engine embedding service with Qdrant vector store

Installation and Setup Guide

ricardoborges

LLM chat app for integration tests using llama-stack-client, llama, Ollama, MCP, Tools

AI

Nasdanika

Things related to artificial intelligence built on top of Nasdanika capabilities

KognitiveKompanion

SkyBehind

KDE AI Interface and MCP Server Integration

🧠 Model Context Protocol (MCP)

Ginga1402

Demo of implementation of MCP using Langchain MCP Adapters and Ollama

猫娘对接飞书云文档

baizhi958216

读取飞书/Lark文档 mcp server

Reftrixmcp

TKMD

MCP server with 39 tools for web design analysis — layout extraction, motion detection, quality scoring, accessibility audit, Core Web Vitals, design comparison, and semantic search via Playwright, pgvector, ONNX Runtime, and Ollama.

Mitii

Mitii-dev

Your workspace-driven AI assistant for complex development. Mitti combines hybrid SQLite memory with seamless Model Context Protocol (MCP) tool integration to read files, write code, and run commands, all while keeping your data 100% self-hosted and protecting your token budget.

Check whether a task can run on a local model instead of cloud before every inference call. Saves money on every call that does not need cloud.

mcp_test_with_ollama

MasudOsmanmr9

an custom mcp server and custom mcp client project powered by ollama's llama 3.2

MCP-Ollama Client

Nagharjun17

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

Anthropic Model Context Protocol (MCP) Server with Ollama Integration

jorgesandoval

Model Context Protocol (MCP) server integrated with an external inference service (e.g., Ollama/Gemma3) via middleware.

TypeScript MCP with Filesystem Server and Ollama Integration

ausboss

A TypeScript example showcasing the integration of Ollama with the Model Context Protocol (MCP), specifically the Filesystem MCP Server. This project provides an interactive command-line interface for an AI agent that can utilize filesystem tools.

ai-memory — Persistent Memory for Any AI

alphaonedev

Persistent memory for any AI assistant. Zero token cost until recall. Stores memories locally in SQLite, ranks by 6-factor scoring, returns results in TOON compact format (79% smaller than JSON). 17 MCP tools, 20 HTTP endpoints, 25 CLI commands. 4 tiers from keyword to autonomous

WhatsApp Python Automation

AakibAnsarime

WhatsApp Messaging with MCP & Ollama This project integrates PraisonAI Agents with Ollama (llama3.2) and a Go-based WhatsApp bridge. It allows you to send WhatsApp messages using natural language through a local REST API, powered by an LLM and custom MCP tools.

🧠 AutoGen-Compatible Multi-Agent Research POC with Ollama + BraveSearch

chin3

This project is a proof of concept for running a local-first multi-agent system using: 🤖 Local LLMs via Ollama 🧩 Simple function/tool-call detection using <tool_call>... 🔍 Brave Search API or optional Brave MCP plugin server 🧠 Two collaborating agents: Searcher and Synthesize

Focuslog

DragonsWho

A background server that logs your desktop activity, calculates your Actions Per Minute (APM), and provides a clean, anonymized timeline of your work on demand. It's designed to be a data source for personal analytics or AI assistants.

Mcp_server_integration_with_ollama

Muralidharandraju

this repo has the mcp server with ollama

Mcp Data Visualization Server

xoniks

Transform natural language into beautiful, interactive data visualizations. This server uniquely integrates powerful technologies like DuckDB, Ollama, and Plotly, streamlining complex data analysis workflows into a single, conversational experience within the Model Context Protoc

🧠 Advanced MCP Server Setup with

sidhyaashu

Advanced MCP Server Setup with uv, llama-index, ollama, and Cursor IDE

🤖 mcp-ollama-beeai

tamdilip

A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework.

CP Log Analyzer automatically triages your log files using a local AI model.

Persistent memory + visual session tracking + RL trajectory capture for AR/XR/mobile procedure verification. Bring your own vision model (Claude, GPT-4o, Ollama).

ollama-agi-hub

GaryMatthews

Ollama AGI server - An MCP hub with built in registry and plug support.

MCPClient Python Application

spirita1204

implementation for interacting between an MCP server and an Ollama model

Bio-Agents MCP

dogeplusplus

MCP servers for Protein Data Bank, ChemBL, and other life science data (WIP), with Ollama client for local testing.

Qsp Mcp

qso-graph

Named after the Q-signal QSP ("Will you relay?"), qsp-mcp relays tool calls between a local LLM and MCP servers. Any model with function calling capability gains access to the full qso-graph tool ecosystem — 71+ tools across 12 servers — from local weights, not from cloud.

ollama-mcp-client

usamaJ17

This repo is a bridge between any MCP server and local Ollama LLMs

MCP Server: Ollama Deep Researcher

MCP-Mirror

Mirror of

Socraticode

giancarloerra

Enterprise-grade (40m+ lines) codebase intelligence in a zero-setup, private and local MCP: managed indexing, hybrid semantic search, polyglot code dependency graphs, and DB/API/infra knowledge. Benchmark: 61% less tokens, 84% fewer calls, 37x faster than standard AI grep.