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72,114 servers. Updated

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"Ollama" matching MCP servers:

  • TiddlyWiki MCP Server

    ppetru
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    license
    A
    quality
    C
    maintenance
    Provides AI assistants with access to TiddlyWiki wikis via HTTP API, supporting tiddler management (create, update, delete, search) and semantic search capabilities using Ollama embeddings for natural language queries.
    4
    12
    2
    MIT
  • mem0-mcp by tensakulabs

    mem0-mcpofficial

    tensakulabs
    A
    license
    A
    quality
    C
    maintenance
    Self-hosted Mem0 MCP server integrating Qdrant, Neo4j, and Ollama for semantic memory search, graph entity relationships, and memory management via OpenMemory API.
    6
    3
    MIT

  • VeritasGraph

    bibinprathap
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    license
    A
    quality
    B
    maintenance
    Zero-trust, air-gapped Enterprise GraphRAG MCP server. Build knowledge graphs from local documents and run multi-hop, citation-grounded queries entirely offline with Ollama.
    5
    309
    MIT

  • engram-mcp

    Cartisien
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    license
    A
    quality
    C
    maintenance
    Persistent semantic memory for AI agents. SQLite-backed, local-first, zero config. Semantic search via Ollama embeddings with keyword fallback. Tools: remember, recall, history, forget, stats.
    17
    37
    1
    MIT

  • mem0-mcp-selfhosted

    fabiolenine
    A
    license
    A
    quality
    A
    maintenance
    Self-hosted mem0 MCP server for Claude Code that adds durable async ingestion, document support, and reranking, enabling persistent memory management with Qdrant, Neo4j, and Ollama.
    15
    1
    MIT

  • knowledge-curator-mcp

    Ryu07-d
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    license
    B
    quality
    C
    maintenance
    A local, zero-cost MCP server that fact-checks your Markdown/Obsidian notes using a local LLM (via Ollama) and free sources like Wikipedia and DuckDuckGo, with no cloud API or API keys.
    5
    MIT

  • mcp-rag-local

    renl
    A
    license
    B
    quality
    C
    maintenance
    Enables storing and retrieving text passages based on semantic meaning using local embeddings (Ollama) and vector storage (ChromaDB), allowing conversational memorization and retrieval of information.
    5
    18
    MIT

  • mcplex

    dbhavery
    A
    license
    -
    quality
    -
    maintenance
    An MCP server that bridges local Ollama models and ChromaDB vector memory to MCP clients like Claude Code. It enables local text generation, vision-based image analysis, and semantic memory storage without requiring external API keys.

  • brainMD

    mi4uu
    A
    license
    -
    quality
    A
    maintenance
    Local-first markdown vault with a built-in MCP server (streamable HTTP). 16 tools and 2 resources for Claude Code / Desktop / Cursor: read/write/search plus context_for_query, find_orphans, weekly_digest, compare_notes, semantic_outline. Per-folder agent permissions, LanceDB vectors, local Xenova ONNX embedder swappable to Ollama. Single Bun binary. AGPL.
    26
    AGPL 3.0

  • widemem-ai

    remete618
    A
    license
    -
    quality
    A
    maintenance
    Open-source AI memory layer for LLM agents. Importance scoring, temporal decay, hierarchical memory (facts, summaries, themes), YMYL prioritization, and active retrieval with contradiction detection. Supports OpenAI, Anthropic, Ollama. Local-first with SQLite + FAISS.
    48
    Apache 2.0

  • local-recall-mcp

    Chikoku-NEKO
    A
    license
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    quality
    A
    maintenance
    Provides fully local long-term memory for AI agents by enabling semantic search over notes and session logs using Ollama embeddings, with no external APIs or databases.
    MIT

  • keel-core

    dataAnalysis2023
    A
    license
    -
    quality
    B
    maintenance
    Local-first personal cognitive engine that provides MCP tools for managing relationships, conversations, agenda, and memory, powered by Ollama.
    Apache 2.0

  • AHME

    DexopT
    A
    license
    -
    quality
    C
    maintenance
    Provides AI coding assistants with long-term memory by compressing conversation history into a dense summary using a local Ollama model, fully local and free.
    2
    MIT

  • Notebook Library MCP Server

    clotho2
    A
    license
    -
    quality
    D
    maintenance
    Provides token-efficient semantic search and document retrieval by indexing PDFs, text, and markdown files into local notebooks using ChromaDB. It enables AI agents to query relevant passages from large documents through local embedding models like Hugging Face or Ollama.
    1
    MIT

  • Mnemos

    Tanush1912
    A
    license
    -
    quality
    D
    maintenance
    A self-hosted, multi-context memory server that enables AI agents to search and retrieve information from local documents and crawled websites via MCP tools. It runs fully offline using Postgres and Ollama to provide secure, private knowledge management and retrieval-augmented generation.
    2
    MIT