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20 Best Image Generation MCP Servers: compared and ranked, November 2026Ranked from 998 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
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    maintenance
    Enables advanced text network analysis and knowledge graph generation using graph theory algorithms to identify topics, detect content gaps, and extract structured insights from unstructured text.
    347 npm
    104
    MIT
  • A
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    quality
    F
    maintenance
    A local MCP server for Dungeons & Dragons campaign management, combining core runtime with skill and module-generation packs. It enables campaign creation, module generation and import, rule and skill searching via tools, resources, and prompts.
    Apache 2.0
  • A
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    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.
    MIT
  • A
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    quality
    D
    maintenance
    Enables AI assistants to manage documents, query knowledge graphs, and perform retrieval-augmented generation using LightRAG with 30 tools and multiple query modes.
    86 npm
    10
    MIT
  • A
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    quality
    D
    maintenance
    MCP server that connects to a local Zotero library, enabling search, citation generation with CSL styles, and automatic bibliography updates in Markdown documents.
    233 npm
    1
    MIT
  • A
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    D
    maintenance
    Enables retrieval-augmented generation over a local markdown corpus, allowing grounded, cited answers via an MCP tool or CLI.
    4 npm
    MIT
  • A
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    quality
    D
    maintenance
    An MCP server that provides Claude Code with persistent memory across sessions, including session checkpoints, image persistence, and bidirectional sync with claude.ai projects.
    1
    MIT
  • A
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    C
    maintenance
    Enables workspace-scoped structured user data and long-term memory through MCP, including entities, relations, notes, and image search with PostgreSQL and pgvector.
    MIT
  • A
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    D
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    This advanced memory server facilitates neural memory-based sequence learning and prediction, enhancing code generation and understanding through state maintenance and manifold optimization as inspired by Google Research's framework.
    20 npm
    93
    MIT
  • A
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    quality
    D
    maintenance
    A modular RAG (Retrieval-Augmented Generation) service framework with pluggable architecture and full observability, enabling AI assistants to perform document Q\&A, semantic search, and knowledge base construction through the Model Context Protocol.
    MIT
  • A
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    Not graded
    quality
    B
    maintenance
    MCP server that indexes and serves design skills, guides, and patterns from the taste-skill library, enabling structured retrieval and workflow prompts for design, redesign, and image generation.
    1
    MIT
  • A
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    quality
    C
    maintenance
    MCP server for WizNote private server, enabling agents to search, read, write, and manage notes, and save webpages (including WeChat articles) as notes with image localization.
    1
    MIT
  • A
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    quality
    D
    maintenance
    Enables AI assistants to read and write XMind mind map files, allowing generation, editing, and analysis of mind maps directly in XMind.
    MIT
  • A
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    quality
    D
    maintenance
    Enables AI agents to access detailed research findings, implementation patterns, and best practices for building graph-enhanced retrieval-augmented generation systems.
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to query a persistent LightRAG knowledge base through any MCP client, offering both ready-made answers with source links and raw context retrieval for custom response generation.
    93 npm
    MIT
  • A
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    quality
    D
    maintenance
    Enables AI agents to use Feishu (Lark) spreadsheets as long-term memory and personal knowledge base with retrieval-augmented generation (RAG) via the Model Context Protocol.
    1
    MIT
  • A
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    quality
    A
    maintenance
    Exposes 14 tools that let an agent query charter clauses, route and execute an 8-stage collaboration pipeline, arbitrate conflicts with cited clause IDs, enforce safety gates, run receipt self-checks, deposit and recall memory, solve symbolic anchoring constraints, and mine a 330-entry knowledge base plus semantic-field analysis. It also diagnoses image-generation prompts against a formal feature-cluster grammar, all over a zero-dependency stdio JSON-RPC interface.
    1
    MIT
  • F
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    Not graded
    quality
    D
    maintenance
    An MCP server that retrieves relevant PDF chunks via local embeddings and returns them to IDE agents (Cursor, Kiro, Claude Code) for answer generation.
    -
  • A
    license
    A
    quality
    A
    maintenance
    Read-only MCP access to the p-e relay store: an append-only corpus of provenance-bearing coordination records, with tools to fetch a record by id, list records and replies, and check existence. This image serves a snapshot frozen at build time; append_relay is listed but refused, and deposits to the live store require an HMAC-signed request.
    6
    MIT