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"Exploring GraphRAG and HybridRAG" matching MCP servers:

  • mcp-reposkein by reposkein

    mcp-reposkeinofficial

    reposkein
    A
    license
    A
    quality
    A
    maintenance
    Deterministic code-graph (GraphRAG) over your repo for LLM agents — local-first, git-native, zero-infra, served via MCP. Python, TS/JS, Rust, Go, Java, C#.
    8
    11
    Apache 2.0

  • CodeGraphMCPServer

    nahisaho
    A
    license
    Not graded
    quality
    C
    maintenance
    A lightweight, zero-configuration MCP server for source code analysis with GraphRAG capabilities, enabling structural understanding and efficient code completion from MCP-compatible AI tools.
    12
    MIT

  • mcp-toy

    xiangshiyin
    A
    license
    Not graded
    quality
    D
    maintenance
    A toy MCP server for exploring Model Context Protocol capabilities, including resources, tools, and prompts.
    Apache 2.0

  • dejared-mcp

    hqkh4nh
    A
    license
    Not graded
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server for exploring, analyzing, and decompiling Java JAR files.
    190
    4
    MIT

  • mcp_db

    ayuriiuni-prog
    F
    license
    Not graded
    quality
    C
    maintenance
    MCP server for exploring metadata of corporate databases: table structures, relationships, dependencies, and export to UML diagrams.

  • context-sniper-mcp

    ywq090522
    A
    license
    A
    quality
    C
    maintenance
    A local MCP server that indexes a repository into line-range chunks and serves compact evidence packets to cut token usage when exploring or debugging code.
    4
    MIT

  • mysql-mcp

    qxduddes
    F
    license
    A
    quality
    A
    maintenance
    Security-hardened, read-only MySQL MCP server that enables safe, read-only access to MySQL databases for running SELECT queries, exploring schemas, and sampling data via MCP clients.
    9

  • Ant Design MCP Server

    leonwgc
    A
    license
    A
    quality
    D
    maintenance
    Provides access to Ant Design component library documentation and information for automated code generation. Enables searching components by category or keyword, retrieving component props, examples, API documentation, and available icons.
    6
    15
    ISC

  • OpenAPI MCP Server

    cloudwarriors-ai
    A
    license
    A
    quality
    D
    maintenance
    A generic MCP server that dynamically exposes any OpenAPI-documented REST API to LLMs by auto-discovering endpoints. It provides tools for exploring API capabilities and making authenticated requests directly through natural language interfaces.
    2
    9
    MIT

  • db-mcp

    eklemen
    A
    license
    A
    quality
    C
    maintenance
    Read-only PostgreSQL database MCP server for safely exploring schema, tables, relationships, and sample data without modification.
    10
    92
    MIT

  • community-ff-mcp

    mohn93
    A
    license
    A
    quality
    C
    maintenance
    Enables AI-assisted FlutterFlow development by reading, exploring, and understanding FlutterFlow projects through Claude and other MCP-compatible clients.
    25
    61
    9
    MIT

  • mcp-db-explorer

    arman1o1
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol (MCP) server that exposes tools for exploring and querying SQLite and PostgreSQL databases. It allows Large Language Models (LLMs) to inspect table structures, perform statistical profiling, generate entity-relationship diagrams, and execute queries safely.
    7
    MIT

  • gdb and rr Debugging

    schuay
    A
    license
    A
    quality
    C
    maintenance
    MCP server that exposes GDB debugging as tools. An AI assistant can set breakpoints, run programs, step through code, inspect variables and memory, and examine registers — all via structured tool calls. Reverse debugging with rr is also supported.
    34
    3
    MIT

  • postgres-mcp

    gabriel-herencia
    A
    license
    A
    quality
    C
    maintenance
    A self-hostable PostgreSQL MCP server for exploring database schemas and running guarded read/write queries with selectable access modes (readonly, readwrite, admin), plus a dry-run confirm workflow for safety.
    14
    1
    MIT

  • avm-mcp-server

    stefanstranger
    A
    license
    A
    quality
    C
    maintenance
    MCP server for discovering and exploring Azure Verified Modules (AVM) from the Bicep Public Registry, enabling AI agents to search, retrieve module details, and access documentation.
    2
    6
    MIT