ollama MCP servers & tools

Self-hosted mem0 MCP server for Claude Code with Qdrant vector search, Neo4j knowledge graph, and Ollama embeddings. Zero-config OAT auth, split-model graph routing, session hooks for automatic cross-session memory, and 11 tools. Supports both Anthropic and fully local Ollama setups.

Bridge to local Ollama LLM server. Run Llama, Mistral, Qwen and other local models through MCP.

Pull Deep Memory from across your Claude Code Sessions — when you need it.

A Model Context Protocol (MCP) server that queries multiple Ollama models and combines their responses, providing diverse AI perspectives on a single question.

Official Ollama MCP Server. Exposes ollamachat, ollamagenerate, ollamapullmodel, ollamalistmodels and ollamashowmodel tools for advanced AI interactions.

Governed local-LLM (Ollama) observability: model policy, prompt scanner, 18 tools.

Local AI inference infrastructure for East Africa — Ollama, open weights, degraded-mode fallbacks. 6 tools. Thesis L4.

Local-first memory system for AI agents with hybrid search and graph reasoning

Semantic memory for AI agents with hybrid search, knowledge graph, and consolidation

Generate QA datasets & evaluate RAG systems. Privacy-first, any LLM, local or cloud.

Session memory for coding agents: local-first recall, drift detection, on-device inference.

Recall locally stored agent memories through an MCP-compatible host.

Local-first multilingual memory for Codex, Claude Code, and MCP clients using Qdrant and Ollama.

Persistent memory for AI tools. Local-first knowledge graph with hybrid search.