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"Understanding Perplexity" matching MCP servers:

  • MCP Perplexity Pro

    cfdude
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    quality
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    maintenance
    A comprehensive MCP server that provides intelligent access to Perplexity AI's search and reasoning models with automatic model selection, conversation management, and project-aware storage. Supports real-time search, deep research, chat sessions, and async operations for complex queries.
    Last updated
    11
    3
    MIT

  • Perplexity MCP Server

    sengokudaikon
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    quality
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    maintenance
    Provides access to Perplexity AI models through two tools: ask\_perplexity for expert programming assistance and chat\_perplexity for maintaining ongoing conversations with context preservation.
    Last updated
    MIT

  • Sequential Thinking MCP Server

    mustafaskyer
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    maintenance
    Enables structured, step-by-step problem-solving through dynamic thinking processes that can be revised, branched, and adjusted as understanding deepens. Supports breaking down complex problems into manageable steps with the ability to revise previous thoughts and explore alternative reasoning paths.
    Last updated
    1
    146,749
    Sleepycat

  • repowise

    repowise-dev
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    A
    quality
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    maintenance
    Provides AI coding agents with five intelligence layers (dependency graph, git history, documentation, architectural decisions, code health) via nine MCP tools, enabling deep codebase understanding and reducing exploration cost.
    Last updated
    2
    11
    4,214
    AGPL 3.0

  • reference-mcp

    mark-burg
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    license
    A
    quality
    B
    maintenance
    An MCP server that helps AI agents comprehend a codebase by providing tools for navigating, searching, and understanding code structure and history.
    Last updated
    10
    MIT

  • modelmux

    JRWoodcock
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    quality
    A
    maintenance
    Enables AI agents like Claude Code, Codex, and Perplexity to call each other as tools directly from the terminal, supporting text, code, images, and PDFs passed by file path.
    Last updated
    4
    28
    Apache 2.0

  • Cerebro MCP

    marcodavidd020
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    license
    A
    quality
    A
    maintenance
    Enables AI assistants to maintain persistent understanding of code projects across chat sessions via a SQLite brain that caches structural maps, summaries, and decisions. Provides tools for querying project structure, searching code, and recording insights to reduce token usage and avoid re-analysis.
    Last updated
    16
    6
    MIT

  • code-index

    RaviIITk
    A
    license
    A
    quality
    C
    maintenance
    Provides structural, queryable understanding of a Python codebase via MCP tools, enabling direct lookups for callers, dependencies, and class hierarchies without repeated grep/read cycles.
    Last updated
    6
    Apache 2.0

  • PyEye Server

    okeefeco
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    license
    A
    quality
    B
    maintenance
    An extensible MCP server that provides intelligent Python code analysis, navigation, and understanding capabilities for AI assistants like Claude.
    Last updated
    25
    MIT

  • mcp-tldr

    BenMousaAmine
    F
    license
    A
    quality
    D
    maintenance
    MCP server that exposes llm-tldr code analysis tools (tree, structure, context, search, impact, etc.) to MCP clients like Claude Code for project understanding and debugging.
    Last updated
    18

  • codetree

    ThinkyMiner
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    license
    A
    quality
    C
    maintenance
    Gives coding agents structured code understanding via tree-sitter with 23 tools and 10 languages, enabling precise queries instead of reading entire files.
    Last updated
    23
    27
    MIT

  • sharplens-mcp

    pzalutski-pixel
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    license
    A
    quality
    A
    maintenance
    A Model Context Protocol (MCP) server providing 62 AI-optimized tools for .NET/C# semantic code analysis, navigation, refactoring, and code generation using Microsoft Roslyn. Built for AI coding agents - provides compiler-accurate code understanding that AI cannot infer from reading source files alone.
    Last updated
    62
    29
    MIT

  • GDScript Code Analyzer

    minami110
    A
    license
    A
    quality
    D
    maintenance
    Enables AI assistants to analyze GDScript code structure, extract symbols, functions, and dependencies without reading entire files. Supports efficient navigation and understanding of Godot game engine codebases through tree-sitter parsing.
    Last updated
    8
    1
    MIT