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MCP servers tagged ollama
1.4K live MCP servers tagged "ollama", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ollama.
Nocap
No evidence, no answer. 🧢 System One evidence gate for RAG & AI agents: Jev / Laya / any LLM judges before your LLM speaks. MCP server, Python SDK, CI route tests.
Checkpoint
An open-source, native macOS & iOS QA Agent powered by MCP (Model Context Protocol). Connect Jira, Linear, or custom MCP servers to generate contextual test plans with Claude, Ope…
Server
A Crystal MCP server that indexes project documentation via Ollama embeddings and exposes hybrid search (semantic + keyword) to MCP clients.
My Harness
A from-scratch Python coding agent harness exploring model execution loops, tool orchestration, permission controls, context management, and multi-provider LLM integration without…
Local Agentic Sandbox
Zero-trust autonomous AI engineering platform on Kubernetes. Orchestrates local LLMs (Ollama/ROCm), air-gapped MCP sandboxes, LangGraph supervision, OpenTelemetry, and determinist…
Claude Context Local
🗂️ Manage and utilize local context for Claude, enhancing applications with tailored insights and improving user experience seamlessly.
Agent Builder
Build local-first AI agents with a single-file harness — 25 built-in tools, skills (progressive disclosure), MCP client, container sandbox, subagent decomposition, knowledge syste…
Shepherd
An interactive multi-backend LLM runtime with intelligent cache eviction and persistent retrieval-augmented memory.
ChatBot
Multi-provider chatbot with Model Context Protocol integration. OpenAI, Anthropic, Google, Cohere, Ollama, Grok, Mistral, Perplexity.
Agent Kit
The easiest way to create MCP servers, AI agents, and chatbots with any LLM
Home Assistant Addons
A collection of 19 Home Assistant add-ons providing AI/ML services, productivity tools, monitoring, notifications, and household management. All add-ons are containerized and buil…
Rag
Turn any codebase into a searchable knowledge base for AI coding assistants. Config-driven RAG pipeline + MCP server with hybrid semantic/keyword search.
Seller Support Multi Agent System
A multi-agent system for answering Amazon Seller Central queries using Strands Agents, LangGraph, MCP, ChromaDB, and Ollama for fully local LLM inference.
AI Trainer MAX
36-module AI training curriculum — from zero to local AI sovereignty in 5 phases. Windows .bat scripts, Ollama, Weaviate, MCP. Built for the 800M left behind.
Proteus
Always-on multi-agent AI workstation for Claude Code. 142 specialist agents (ML, security, K8s, backend, frontend) · 366 curated skills · 200+ prompt templates · auto prompt-match…
HUSK
Observability meets context engineering for AI agents. Monitor, extract knowledge, track secrets, surface context. OTel-native.
N8n Workflows
Official n8n creator | Production-ready automation workflows: Agentic RAG, multi-KB AI agents, AI governance, and privacy-first local inference. Stack: Ollama · Supabase · LangCha…
Freecad Agent
Agent chat panel inside FreeCAD: Claude Code as a headless harness, local (Ollama) or cloud (Vast.ai) models
Nook
A private, local-first email client for macOS
Agentic Remote Pc
Turn any PC — Windows or Linux — into a secure, agent-controllable workstation. One authenticated REST + MCP gateway exposes your real shells and a whole fleet of coding-agent CL…
Rag
Local semantic code search for ZCode — one Rust binary: local vector index, MCP server, your embeddings.
Mini Agent
Mini Agent is a Ollama first cli chat agent
Newbie Harness
OpenAI, Anthropic과 Ollama, LM Studio, llama.cpp, vLLM 같은 로컬 LLM을 한 화면에서 쓰는 Windows용 데스크탑 AI 에이전트. 파일 편집, 셸, git, MCP, HWP 문서 읽기 지원
Markdown Editor MCP Server
📝 Enhance your Markdown workflow with this MCP server, designed for structured editing and full compliance with MCP 2025 standards.
Geo Server
Intelligent GeoServer MCP server built on the Microsoft Agent Framework: an LLM agent (local Ollama, Ollama Cloud, or Anthropic Claude) drives GeoServer in natural language — work…
Substack MCP
FastMCP 3.1+ Model Context Protocol (MCP) server & SOTA React webapp dashboard for Substack newsletter feeds, draft staging, local LLM assistance, and analytics.
Nora AI Knowledge Agent Harness Public
Nora Intelligence System — self-hosted knowledge assistant with MCP retrieval (BGE/Qdrant), PostgreSQL conversations, and manual versioned ingestion. Public source snapshot.
Nexus Ide
Användarägd AI-IDE: egna API-nycklar, egna lokala modeller, full MCP-support, röst/vision, agent-loop med checkpoint och rollback. Kravspec + backlog + bevis per feature.
Explorer
A local-first, multi-agent query interface built with LangChain, Chainlit, and Ollama, featuring dynamic Model Context Protocol (MCP) tool integration and Langfuse observability.
Computer Use MCP
macOS Computer Use MCP Server - 33 tools for screen control via Model Context Protocol. Works with Claude Code, Cursor, LM Studio, Ollama, llama.cpp, MLX, and all MCP clients.
My Localmcp
my-localmcp: a local, offline Model Context Protocol (MCP) server that gives AI coding agents fast, deterministic repository context. SQLite indexing with optional Ollama re-ranki…
Deepseek Vision MCP
Local-first MCP server for image understanding with Ollama vision models.
AgentOps
Self-hosted LLM operations gateway in one Go binary: OpenAI-compatible router, durable agent tracker, faithfulness evals + drift, traces, MCP server, console
Memory Server
Persistent semantic memory service and MCP adapter for AI agents, powered by PostgreSQL and local Ollama models.
Dukememory
Local-first AI agent memory for coding projects: SQLite context, MCP server, Codex skill, Rust CLI, and optional embeddings.
Daemora
Open-source AI agent - any LLM, any MCP server, any channel. Self-hosted, autonomous, multi-tenant.
Openmanus MCP
FastMCP 3.1 Server + Webapp wrapping OpenManus (FOSS CLI, 100% local LLM when you configure Ollama / LM Studio in OpenManus). Not Manus.im.
Arduino LLM Agent
An intelligent backend server that uses Large Language Models (LLMs) to generate, compile, and upload Arduino, ESP8266, and ESP32 firmware automatically — powered by Ollama and Ar…
Ollama Beeai
A minimal agentic app to interact with OLLAMA models leveraging multiple MCP server tools using BeeAI framework.
UniChat AI
A unified desktop interface for multiple AI models with MCP integration, organized project management, and secure API handling
EchoMuse
A calm voice for busy minds.
Wordmark
Open-source chatbot web app for the Responses API
Simple Fs MCP
Simple MCP server and client in Node.js using Ollama for local LLM-based filesystem operations.
Dive Into MCP
This project is designed to help you explore and understand the Model Context Protocol (MCP) through practical examples and utilities.
Ragujuary
RAG tool by Gemini File Search
Cleverchatty CLI
It is the CLI program using the cleverchatty package to act a s an AI chat tool
Sabi Tui
Terminal AI agent with ReAct pattern - execute shell commands, run Python, analyze images. Supports Gemini, OpenAI, Ollama.
Spring Demo
Demonstration of MCP with Spring Server and Client, using Ollama
Spring Boot AI MCP Client
Spring Boot AI MCP Client Project
AI MCP Stockholm Public Transport
MCP Server for Stockholm public transport. Ask AI "When is the next train from Sollentuna to Upplands Väsby?"