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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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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?
Provides a preset tunnel configuration for Ollama with authentication enabled on port 11434, enabling secure external access to local Ollama instances.
Why this server?
Supports optional integration with Ollama for higher-quality embeddings in semantic search functionality, using models like nomic-embed-text for improved vector search results.
AlicenseAqualityBmaintenanceHeadless semantic MCP server for Obsidian, Logseq, Dendron, Foam, and any markdown folder. Features built-in hybrid semantic search, surgical AST editing, template scaffolding, zero-config local embeddings, and workflow tracking.Last updated85522MITWhy 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 updated6370Why 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 updated3691MITWhy 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 updated48113MITWhy this server?
Supports using Ollama as a local LLM provider for generating concept maps and analyzing codebases without sending data to external services.
AlicenseAqualityDmaintenanceMason indexes your codebase into a persistent concept map linking features and flows to their implementing files, so AI agents can answer "where is X implemented" without running grep/glob. It also provides pre-edit impact analysis and generates CLAUDE.md files from structured analysis of git history, architectural file sampling, and test mappings.Last updated206196MITWhy this server?
Enables text generation using locally hosted models via Ollama
AlicenseAqualityCmaintenanceAn MCP server that enables AI applications to access 20+ model providers (including OpenAI, Anthropic, Google) through a unified interface for text and image generation.Last updated228MITWhy this server?
Powers the chat interface agent that can call MCP tools to search for vulnerabilities in the National Vulnerability Database (NVD).
AlicenseBqualityCmaintenanceA demonstration MCP server that provides example tools for weather queries, time retrieval, and request handling, along with advice prompts. Supports both HTTP and stdio modes for testing MCP client integrations.Last updated4MIT
