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"Exploring GraphRAG and HybridRAG" matching MCP servers:

  • AnB-MCP

    kaka-milan-22
    A
    license
    A
    quality
    A
    maintenance
    An MCP front-end for AnB. The tool surface is "use-don't-reveal": no tool returns a plaintext secret. Reveal paths require a TTY the server doesn't have, so the no-reveal guarantee is structural, not prompt-based — it holds even against a prompt-injected agent. Runs as a dedicated, narrowly-scoped AnB identity; exec is default-deny (only allowlist rules tagged scope=mcp run); command output
    5
    1
    MIT

  • mcp-alphabanana

    tasopen
    A
    license
    A
    quality
    C
    maintenance
    Local MCP server for generating image assets with Google Gemini (Nano Banana 2 / Pro). Supports transparent PNG/WebP output, exact resizing/cropping, up to 14 reference images, and Google Search grounding.
    1
    18
    8
    MIT

  • OpenSTAAD MCP Server

    DP065U
    A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to interact with Bentley STAAD.Pro models for tasks like load case definition, data extraction, and property setting, running locally with multi-instance support and no cloud dependency.
    5
    MIT

  • EdgeOne Makers MCP

    Mlancoliee
    A
    license
    A
    quality
    B
    maintenance
    Deploys full-stack projects to EdgeOne Makers and returns publicly accessible URLs, with support for authentication and automatic project naming.
    1
    112
    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

  • mcp-server-getalife

    Narazgul
    A
    license
    A
    quality
    C
    maintenance
    11 MCP tools for personal finance and Zero-Based Budgeting. Create budget plans, calculate net worth, financial runway, savings goals, and audit subscriptions. Includes a voice transaction parser. All tools return rich markdown with tables, benchmarks, and actionable recommendations. Built by GetALife — the gamified budgeting app for iOS and Android.
    11
    54
    MIT

  • mcp-a2a-documentation

    martoc
    A
    license
    A
    quality
    A
    maintenance
    Search and retrieve Agent2Agent (A2A) protocol documentation using full-text search and section filtering.
    2
    MIT

  • local-houston-mcp

    mindwear-capitian
    A
    license
    A
    quality
    C
    maintenance
    Provides AI assistants with plain-English access to official Houston-area public data including weather alerts and school ratings, no API keys required.
    3
    1
    Apache 2.0

  • actual-budget-mcp

    Saikumarmohan
    A
    license
    A
    quality
    B
    maintenance
    MCP server for Actual Budget that enables AI agents to read accounts, transactions, categories, and budgets, as well as create and update transactions and transfers.
    11
    1
    MIT

  • anki-mcp

    chadlis
    A
    license
    A
    quality
    B
    maintenance
    Enables reading and writing to your local Anki collection through AnkiConnect, allowing creation, update, and search of notes and decks from MCP clients like Claude Desktop.
    11
    MIT

  • Local Dallas MCP

    mindwear-capitian
    A
    license
    A
    quality
    C
    maintenance
    A Model Context Protocol server that provides AI assistants with plain-English access to official Dallas-area public data (weather alerts, school ratings, and 311 service requests) without requiring API keys or logins.
    4
    1
    Apache 2.0

  • longmem

    marerem
    A
    license
    A
    quality
    D
    maintenance
    Hybrid semantic + keyword memory across all your projects. Works with Cursor, Claude Code, and your team.
    11
    MIT

  • rev-eng-cursor-regex-mcp

    blas0
    A
    license
    A
    quality
    C
    maintenance
    Enables fast literal and regex search over local workspaces using a sparse n-gram index for candidate pruning, with deterministic verification against file contents.
    8
    1
    MIT

  • mcp-pandas

    devantage
    A
    license
    A
    quality
    B
    maintenance
    Enables data analysis on CSV/Excel files using pandas. Supports profiling, column interpretation, sandboxed code execution, and interactive chart generation.
    4
    MIT

  • Shortcuts MCP

    foxtrottwist
    A
    license
    A
    quality
    C
    maintenance
    Connects LLMs to your macOS Shortcuts library, enabling interactive workflows, discovery, and management through AppleScript and CLI integration.
    3
    11
    MIT

  • unsplash-mcp

    spideryzarc
    A
    license
    A
    quality
    C
    maintenance
    MCP server that enables searching and downloading Unsplash photos and collections.
    4
    MIT

  • ScrapeOps MCP Server

    ScrapeOps
    A
    license
    A
    quality
    D
    maintenance
    Enables AI agents to browse the web, bypass anti-bots, render JavaScript, take screenshots, and perform structured data extraction using the ScrapeOps Proxy API.
    3
    13
    MIT