Skip to main content
Glama
116,662 servers. Updated
20 Best Maps MCP Servers: compared and ranked, November 2026Ranked from 856 matching servers on stars, growth, downloads and maintenance. Updated .

Matching MCP tools:

Matching MCP Connectors:

  • A
    license
    A
    quality
    D
    maintenance
    A local Git intelligence MCP server that provides deep repository analytics including hotspots, temporal coupling, knowledge maps, churn analysis, and risk scoring for AI agents.
    12
    12
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Deterministic navigation maps over code AND markdown for AI agents: one MCP server, two lenses (tree-sitter TS/JS/Python + markdown). Map a whole project, read one function or one doc-section, ~99% less context. Merges codelens + docslens.
    13
    1
    AGPL 3.0
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that maps any repository into architecture diagrams, providing tools for scanning code facts, building import graphs, and generating Mermaid/DOT diagrams, plus architecture rule enforcement for CI.
    5
    73 npm
    2
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A local Git intelligence MCP server that provides deep repository analytics including hotspots, churn, knowledge maps, and risk scoring, all computed from commit history without data leaving your machine.
    12
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Extracts deterministic architecture maps from codebases for AI agents, enabling queries about blast radius, routes, security findings, and production readiness without sending code anywhere.
    6
    27 PyPI
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that generates ranked, token-budgeted code structure maps using Tree-sitter AST analysis and PageRank, enabling AI agents to quickly understand unfamiliar codebases.
    2
    26 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Enables decoding minified production stack traces to original TypeScript source locations using source maps, with tools for retracing, code context retrieval, and sourcemap auditing.
    7
    42 npm
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Local-first code context CLI + MCP server: discover, index, and search repos; generate task-aware context packs, code maps, agent harnesses, and PR-review/merge-readiness gates for coding agents and reviewers.
    14
    428 npm
    3
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    Enables AI coding agents to build and query local repository memory, returning ranked files, context packs, relationship maps, semantic recall, and feedback-tuned search without uploading code.
    9
    158 PyPI
    1
    MIT
  • A
    license
    Not graded
    quality
    C
    maintenance
    An MCP server for code intelligence that maps source code into a knowledge graph, enabling AI tools to understand architecture and structure rather than just individual files.
    8
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables proof-backed code audit via MCP tools for AST-based code maps, symbol lookup, callers, audit commands, and persistent verdict memory.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables users to read code with selection-based floating explanations, file-purpose summaries, interactive code mind maps, and source navigation, available as an independent web app or Codex plugin. It supports local-only reading workflows, model selection, caching, and project context without sending chat messages.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables agent harnesses to explore a codebase in read-only mode, create line-anchored hierarchical execution maps, retrieve them as context, and verify map drift against real code or CI.
    3 npm
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables coding agents to perform deterministic, model-free repository analysis and patch operations—tree-sitter repo maps, symbol/reference lookup, and SEARCH/REPLACE parsing/validation—via a CLI or MCP stdio server, without ever calling a language model.
    1
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Enables local LLM tools and agentic IDEs to inspect repository token maps, retrieve clean token-bounded codebase snapshots, and audit code for hardcoded secrets via MCP over stdio.
    16 npm
    4
    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
    F
    maintenance
    AI code impact analysis MCP server that monitors file changes, maps dependency graphs, detects cascading breakage, and gates builds before damage spreads.
    73 npm
    2
    Elastic 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    An MCP server that maps code symbol relationships and provides tools for impact analysis, caller lookup, and duplicate detection to help coding agents understand codebases efficiently.
    97 npm
    MIT