Best Ollama MCP Servers
Ollama is an open-source project that allows you to run large language models (LLMs) locally on your own hardware, providing a way to use AI capabilities privately without sending data to external services.
Why this server?
Allows local AI models running via Ollama to use Paigy for notifying users and awaiting replies through phone calls, banners, or push notifications.
AlicenseAqualityBmaintenanceCall, text, or push your phone when an agent needs input mid-task — reply by voice instead of babysitting a long-running or blocked terminal.Last updated29MITWhy this server?
Provides local summarization of context using an Ollama model.
Why this server?
Enables local test generation with Ollama models.

OrangePro MCPofficial
AlicenseAqualityBmaintenanceAnalyzes code to map behaviors, identify untested gaps, and generate grounded integration tests that actually run.Last updated152139MITWhy this server?
Supports local LLMs via Ollama as a backend for free, private inference, useful for classification, formatting, and extraction.

elvatis-mcpofficial
AlicenseAqualityBmaintenanceMCP server for OpenClaw that enables AI clients to control smart home devices, manage memory and cron jobs, and orchestrate multiple AI sub-agents.Last updated3725Apache 2.0Why this server?
Provides integration with Ollama as a local LLM backend for the Gradio chat UI, allowing natural-language querying of the 3DCityDB.

3DCityDB MCP Serverofficial
AlicenseAqualityBmaintenanceEnables AI assistants to interact with 3DCityDB v5 through natural language, dynamically resolving object classes, properties, and codelists to answer spatial questions and execute SQL queries on CityGML data.Last updated1410Apache 2.0Why this server?
Generate embeddings for semantic memory search using Ollama models.

mem0-mcpofficial
AlicenseAqualityCmaintenanceSelf-hosted Mem0 MCP server integrating Qdrant, Neo4j, and Ollama for semantic memory search, graph entity relationships, and memory management via OpenMemory API.Last updated63MITWhy this server?
Allows Ollama users to access the same calculator capabilities through OpenWebUI, enabling complex math operations in AI interactions.
AlicenseBqualityAmaintenanceA powerful scientific calculator for your AI assistant, built as a Model Context Protocol (MCP) server. Cruncher allows compatible AI clients (like Claude Desktop) to perform complex mathematical calculationsLast updated113490MITWhy this server?
Leverages local Ollama LLM for offline diagnosis and remediation, avoiding external API calls.
AlicenseBqualityAmaintenanceAgentic data quality MCP server — runs structured validation rules against warehouses (DuckDB, BigQuery, Athena, Databricks, Postgres), diagnoses failures with LLM root cause analysis, and proposes SQL remediations. Full audit trail of every AI decision.Last updated64Apache 2.0Why this server?
Allows using locally hosted embedding models via Ollama for embedding generation in the scrapedatshi pipeline.

scrapedatshi-mcpofficial
AlicenseAqualityBmaintenanceEnables scraping, crawling, structured data extraction, and vector DB synchronization from natural language in Claude Desktop using the scrapedatshi RAG pipeline API.Last updated12MIT