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116,557 servers. Updated
20 Best Maps MCP Servers: compared and ranked, November 2026Ranked from 856 matching servers on stars, growth, downloads and maintenance. Updated .

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  • A
    license
    A
    quality
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    maintenance
    Enables local AI models to structure and reason through debates using argument maps, with claims and supporting/attacking arguments automatically validated and organized.
    8
    18 PyPI
    AGPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for MindNode that lets AI agents read mind maps as Markdown outlines and view rendered previews. It also supports creating new mind maps from outlines and opening maps in the app.
    5
    11 npm
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to read and modify a running Freeplane mind map live via gRPC, with support for importing and exporting maps as JSON.
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    An MCP server that provides offline access to ZIM file archives, including Wikipedia, medical knowledge, and maps. It dynamically exposes tools like search, article retrieval, and driving route planning based on available ZIM files.
    4
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to build and interact with mind maps on mindmap.io. Agents can create, read, update, and delete maps and nodes, run prompts on nodes, and auto-expand topics into follow-up questions.
    13
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    A scientific experiment log MCP server for AI agents that stores predictions, causal claims, and verdicts, enabling queryable causal maps and calibration of intuition over diagnostics.
    17
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Local-first MCP tools for AI-assisted work receipts, workspace maps, routing ledgers, measured verdicts, and shared state verification across the five Project Telos flagships.
    50
    62 npm
    4
    Functional Source , Version 1.1, ALv2 Future
  • A
    license
    Not graded
    quality
    A
    maintenance
    A provenance-aware decision ledger that maps meeting transcripts and PRDs to code symbols to track implementation and drift. It enables developers to maintain institutional memory by linking historical context and architectural decisions directly to the evolving codebase.
    9
    Business Source 1.1
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides durable project context for coding agents, including project maps, session history, and explicit memories, all stored locally.
    243 npm
    7
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI agents to explore and extend a local-first, SQLite-backed visual knowledge graph through 12 tools for listing maps, searching and reading nodes, and creating, updating, or linking nodes and edges. Every AI-written node carries provenance and is checked against near-duplicate titles, so agent-added ideas appear in a shared graph that people also edit by hand.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    A thin MCP server that securely enables AI agents to interact with Home Assistant, Mealie, and Nirvana via tools for automation, recipe management, and task tracking, while keeping credentials hidden.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables a small local LLM to build and maintain a project map by offloading event ID/date generation, batching, synchronization, recovery, and finalization to the server, so the model only decides what to read and how to classify.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that provides a navigable map of an Obsidian vault for coding agents, with tools to outline notes, fetch sections, query frontmatter, and grep content, reducing token usage compared to reading whole notes.
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to search and traverse the 2022 revised Korean elementary curriculum across 11 subjects, 620 achievement standards, and 2,293 prerequisite relationships. It also supports reverse diagnosis of foundational learning gaps and generates personalized remedial learning roadmaps.
    85 npm
    3
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    A local-first MCP server that analyzes research papers, maps citation graphs, and surfaces insights with verbatim-verified contradictions, all while keeping data private on your machine.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Provides Claude with persistent, semantic knowledge of a codebase across sessions by maintaining a local knowledge base of structural maps, compressed file summaries, and insights.
    7 npm
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables AI agents to build and manage local-first graph maps of .onion links and Markdown posts, including nodes, documents with images, connections, search, autolayout, and import/export through 32 tools.
    GPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    A project state control plane for multiple AI agent sessions to share structured conclusions such as tasks, checkpoints, code maps, decisions, and handoffs. It enables agents to read and write persistent project state via MCP tools while humans track progress through a lightweight panel.
    1
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables users to visualize and interact with Claude's chain-of-thought reasoning from extended thinking traces, turning them into interactive reasoning maps with typed moves, dependency graphs, timelines, and replay mode.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Serves prebuilt schema maps to AI agents over MCP, enabling table search, table descriptions, ranked join paths, key lookups, and business-context retrieval so text-to-SQL agents can write accurate queries without exploring the production database.
    1
    MIT