OrangePro MCPofficial
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licenseA
qualityA
maintenanceAnalyzes code to map behaviors, identify untested gaps, and generate grounded integration tests that actually run.
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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?
Enables local test generation with Ollama models.
Why this server?
Leverages local Ollama LLM for offline diagnosis and remediation, avoiding external API calls.
AlicenseBqualityCmaintenanceAgentic 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.64Apache 2.0Why this server?
Enables local agent queries using Ollama-hosted models, with full governance and no data leaving the machine.
AlicenseAqualityAmaintenanceRead-only, PII-masked MCP server for querying data federated through DuckDB — list sources/tables, inspect schemas, and run SQL across Postgres, MySQL, SQLite, Snowflake, BigQuery, Excel, and files, governed per source/table/column by a charter.yaml contract. Snowflake, BigQuery, Excel, and files, governed per source/table/column by a charter.yaml contract.4610Apache 2.0Why this server?
Provides a preset tunnel configuration for Ollama with authentication enabled on port 11434, enabling secure external access to local Ollama instances.
Why this server?
Provides local summarization of context using an Ollama model.
Why this server?
Integrates with Ollama for local AI-powered natural language to SQL query generation.
Why this server?
Supports local LLMs via Ollama as a backend for free, private inference, useful for classification, formatting, and extraction.
elvatis-mcpofficial
AlicenseAqualityAmaintenanceMCP server for OpenClaw that enables AI clients to control smart home devices, manage memory and cron jobs, and orchestrate multiple AI sub-agents.3772Apache 2.0Why this server?
Provides automatic wiring of Ollama for AI models in deployed applications.
Varity MCP Serverofficial
AlicenseAqualityBmaintenanceEnables AI coding tools to scaffold, build, and deploy Node.js or Python apps to Varity with a single command, automatically provisioning databases and backend services.18171MITWhy 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.1410Apache 2.0
