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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.

1.4K
live servers
37
avg trust
156K
most stars
951

Simon

AI Agent Governance Runtime - Deterministic control plane for AI agents.

34
952

Reasonflow

SDK-first agent orchestration framework. Build LLM pipelines as DAGs with >> chaining, parallel() branches, and 4 node types (LLM, Code, Decision, MCP). Auto cost/token tracking,…

34
953

Flux7 Supervisor

Standalone L1 supervisor agent for flux7-mesh — rules engine + pluggable LLM (Ollama, Anthropic, Claude Code MCP callback). Auto-resolves approval gates.

34
954

Mitii

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 co…

34
955

Query Genie

🧞 Transform natural language into actionable insights with QueryGenie, a robust AI platform for intelligent database interaction and real-world deployment.

34
956

Tengra Market

Marketplace for Tengra — themes, MCP modules, language packs, skills, and model indices

34
957

Norax

Self-hosted AI agent runtime with durable memory, verified tool use, and multi-provider routing. Apache 2.0.

34
958

Project Iceberg

Local-first AI assistant with Multi-LLM backends, MCP tool servers, autonomous execution. Web UI + CLI. What you see is just the tip of the iceberg.

34
959

Vitals Command Center

Self-hosted, privacy-first health dashboard — unify Fitbit, Oura, WHOOP, Apple Health & Strava into one calm daily readiness read with a local AI brief. Your data in a SQLite DB y…

34
960

Sam Auto Agent

An autonomous AI trading agent that uses a multi-agent LLM debate to produce BUY/SELL/HOLD decisions, then executes them as options trades on Alpaca's paper market. Runs on local…

34
961

Ownware

The open, model-agnostic platform to build your own AI agent and run it everywhere — self-hosted, safe by default.

34
962

Retconary

Local memory firewall that stops AI agents from acting on stale decisions.

34
963

Codedistill

CodeDistill Community Edition — open-core (AGPL-3.0). The full scratchpad→classify→verify→provenance loop; commercial editions add MCP write tools, code anchors, and more.

34
964

LLM Ladder

Cascading confidence-gated router across tiered local LLMs — escalates to a bigger model only when self-consistency voting drops below threshold, logging a cost-savings ledger.

34
965

Factor

The AI agent with a memory that lives on your machine and answers the phone.

34
966

Group Buy Market Banyv

为解决研发与运维场景下的重复性工作,独立设计并开发了基于Spring AI的运维智能体。将AI的核心能力(模型、提示词、工具)抽象为可配置的元数据,实现业务逻辑与AI底层能力的解耦。

34
967

Origin Of Memory

Persistent memory for coding agents on Windows — automatic session capture, a nightly knowledge compiler, and FTS5 BM25 retrieval injected into every prompt. Built for Claude Code…

34
968

Corralai

Corral breaks your code on purpose and checks whether your tests notice. Adversarial mutation auditing: plants goal-violating faults, runs YOUR suite against each in a sandbox, si…

34
969

Ash4d.com

Private AI platform on k3s — Ollama/Qwen3 + Milvus RAG + MCP agentic tooling + Fleet multi-cluster management

34
970

Claudeos

⚡ Open-source agent operating system — Claude as the kernel, every AI tool as a process, one shared memory

34
971

Hermes Local

Local-first Hermes Agent workspace with desktop UI, relay profiles, model health checks, and run tracing.

34
972

Askrepo

Local codebase assistant: ask a git repo "where is auth handled?" and get answers with exact file:line citations. AST chunking + local LLM (Ollama).

34
973

Orbyntiq

Local-first multi-agent AI platform with LangGraph, RAG, MCP, FastAPI, Angular, Ollama, Qdrant, Redis, MongoDB, and production observability.

34
974

FinoTracker

AI Powered Finance Management

34
975

Ollama API

Ollama API is a small set of utilities to make integrating LLM's (via ollama) into your Java projects easy.

34
976

Gno Rag

A LLM chat UI with MCP support, Full RAG built with LangchainGo + Ollama + QDrant + Bubbletea.

34
977

Docker Compose

Monorepositorio de colecciones de docker-compose

34
978

Car MCP

MCP aplication to search car with AI

34
979

EvolvAI

EvolvAI RAG es un sistema de Generación Aumentada por Recuperación (RAG) implementado en Java que permite crear aplicaciones conversacionales con acceso a información contextual.…

34
980

Collox

A program that facilitates communication.

34
981

QCoder

The free, open-source AI code editor. Bring your own key. Fork of VS Code.

34
982

Ollama MCP Agent

Universal local AI agent for querying any MCP-enabled data source using Ollama - vaults, databases, emissions data, and more. 100% offline, 100% sovereign.

34
983

Kb Reasoning Agent

Technology demonstration PoC of an AI agent using LLM-based reasoning to perform complex tasks: generate an execution plan from external inputs and a knowledge base, collect relev…

34
984

MCPFactoryAutomation

Devs Manufacturing Automation Technology / Devs FertigungsAutomatisierungsTechnologie

34
985

Disai

AI Discord bot with Ollama and function calling (MCP)

34
986

Rag Chatbot Platform

RAG Chatbot Platform - FastAPI + React + pgvector + Redis

34
987

LLM Rag MCP Orchestrator

Multi-agent chat system with intent routing, tool calling (MCP), RAG, and real-time streaming. An orchestrator routes queries to specialized agents, evaluates response quality, an…

34
988

Neurobase

Multi-DB conversational engine. Natural language → verified SQL on Postgres / MySQL / SQLite / MongoDB. Multi-agent pipeline, permission ladder, cost tracking. No .env required.

34
989

SpringBoot AI

SpringAI MCP demo 结合通义千问大模型, SpringAI ollama demo 结合本地ollama配置的大模型

34
990

AI Study Coach

AI Study Coach is a local, privacy-first personalized learning assistant designed for students and colleges. It generates study plans, tracks mastery, schedules revision sessions…

34
991

Sgcp Rag

Self-correcting, SNI-guided RAG (SGCP-RAG) with LangGraph, pgvector, and MCP integration

34
992

Autogen MCP Ollama

Demo of an AutoGen AI agent that integrates Ollama and MCP for file manipulation

34
993

Unibot V2

A Chatbot for asking any questions about the University of Massahusetts Lowell. Powered by LLMs, MCP, and Kubernetes.

34
994

Dev Agent Skills

💻 Streamline your development workflows with agent skills for Git, GitHub, and skill authoring, designed for the Claude Code CLI tool.

34
995

Pi A2a Communication

A2A v1.0 spec conformance reference — 19/19 parts implemented. Fleet orchestration and inter-agent communication.

34
996

Edgemesh

Cross-OS federated gateway unifying every OpenAI-compatible inference backend (Cognis fleet, Ollama, llama.cpp, vLLM) behind one /v1 endpoint

34
997

Humanloopbench

Human-in-the-loop LLM Failure Detection & Benchmark Toolkit — Auto-flag LLM failures (hallucination, refusal, factual error) with LLM-as-Judge explanations. Confirm them in a revi…

34
998

MASE Agent Memory

Governed white-box memory for LLM agents: every fact carries a mechanically-verified evidence span, every rejected hypothesis is documented. Local-first (SQLite+FTS5), 1000+ tests…

34
999

EliteDangerousKB

Autonomous, self-verifying Elite Dangerous knowledge engine + local RAG copilot (COVAS). Grounded-only answers, 100% local inference, built by an AI council.

34
1000

Project Atlas

Local-first Windows command center for project truth, next actions, and review-gated AI.

34
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