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116,745 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
    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
    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
    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
    Enables coding agents to generate question-scoped repository maps, inspect symbols and SQL lineage, and audit working-tree diffs for ripple candidates, all verified against the current Git commit.
    1
    Apache 2.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Maps CODEOWNERS-assigned owners and prior review activity for each changed pull request file, returning frequent reviewers, unowned files, and the deduplicated required reviewers. It validates inputs and computes results locally without reading repositories or calling hosting APIs.
    MIT
  • A
    license
    Not graded
    quality
    A
    maintenance
    Which paths can your AI coding agent erase with no way back? One read-only command maps them as flood zones, ranked by bytes, with the cheapest fix. CLI + GitHub Action + MCP.
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    This MCP server enables developers and AI clients to investigate public GitHub pull requests by gathering objective pull request metadata, categorized change maps, heuristic risk signals, real CI check evidence, and traced issue context. It synthesizes these facts into an evidence-linked Review Dossier with a prioritized 3–5 step reviewer route, clearly separating verified facts from unverified hypotheses.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Enables users to manage GitCode repositories and automatically generate mind maps from project README files using Coze workflows. It serves as an architectural assistant to help developers quickly understand codebase structures and automate repository management tasks.
    25 npm
    1
    MIT
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server that visualizes git branch genealogy and worktree locations within a repository, marking the current session position. Supports creating branches/worktrees, safe deletion/cleanup, and session navigation with fallback guidance.
    2
    -
  • A
    license
    A
    quality
    B
    maintenance
    Official Codna MCP server with Mojo-powered risk simulation. Maps repos with zero LLM tokens. 5 stdio tools: triage, root-cause analysis and fix plans (optional PRs), SARIF reachability proof, on-device code memory and bug reporting. Introspection needs no credentials; execution requires a one-time free codna login. Source: cli/codna/mcp_server.py. Registry: io.github.thyn-ai/codna.
    5
    932 PyPI
    Apache 2.0
  • -
    license
    A
    quality
    Not graded
    maintenance
    Provides comprehensive Git operations as tools for AI assistants and applications. This server enables AI systems to interact with Git repositories, allowing to initialize, fetch, commit, log, status, etc..
    10
    2 npm
    1
    -
  • A
    license
    Not graded
    quality
    C
    maintenance
    Enables read-only integration with GitHub, Jenkins, and Artifactory for DevOps monitoring, analysis, and troubleshooting. Provides repository inspection, build log retrieval, and artifact management through natural language.
    90 PyPI
    MIT