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maintenanceWhoDB CLI - a powerful database management tool with interactive TUI, programmatic commands, and MCP server for AI assistants.
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Apache 2.0
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?
Integrates with Ollama for local AI-powered natural language to SQL query generation.
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.Last updated1063Apache 2.0Why this server?
Integrates with local Ollama instances for private, AI-powered structured data extraction and content summarization.
AlicenseAqualityAmaintenanceWeb content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extract, summarize, diff, brand, search, research. Uses TLS fingerprinting to bypass anti-bot without a headless browser. Outputs LLM-optimized markdown with 67% fewer tokens than raw HTML.Last updated2101,172Why this server?
Planned integration for vector search capabilities via sqlite-vec once an embedding backend is chosen, enabling enhanced memory recall functionality.
AlicenseAqualityBmaintenanceLocal-first cross-agent memory MCP. 6-layer structured brain (goal/context/emotion/impl/caveat/learning) with token-saving file diff cache (86% measured savings on re-reads)Last updated48118MITWhy this server?
Integrates with Ollama for local embedding generation, enabling semantic search, similarity matching, and automated metadata suggestions using locally-hosted language models.
AlicenseAqualityBmaintenanceMCP Server for local knowledge management. Semantic + keywords + tagsLast updated181211MITWhy this server?
Provides semantic search for memories when Ollama is running.
Why this server?
Allows using local LLMs via Ollama for retrieval-augmented generation (RAG).
AlicenseAqualityBmaintenanceA universal, local-first MCP hub that indexes personal files (documents, code, etc.) and provides private semantic search via hybrid dense+BM25 retrieval, enabling agents like Claude Desktop to query your data without sending it to the cloud.Last updated1174MITWhy this server?
Utilizes Ollama as a local-first model runtime to power the retrieval-ranking learning loop and provide model-driven memory orchestration.
AlicenseAqualityBmaintenanceContextLattice is an HTTP-first, MCP-compatible memory/context/task orchestrator that persists writes and returns fused recall from specialized stores with local-first defaults. Primary URL: https://contextlattice.io/ Install: https://contextlattice.io/installation.html Troubleshooting: https://contextlattice.io/troubleshooting.htmlLast updated73107Why this server?
Provides a preset tunnel configuration for Ollama with authentication enabled on port 11434, enabling secure external access to local Ollama instances.
