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"An overview of knowledge graphs" matching MCP servers:

  • signs-of-ai

    peopleworks
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    license
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    quality
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    maintenance
    Bilingual (EN/ES) AI-writing detection that shows the evidence instead of a percentage: named tells with line and column, hidden-character inspection, and citation cross-checking against a document's own bibliography. Seven of its nine tools run entirely locally and never touch the network.
    10
    20
    MIT

  • MCP Demo

    colesmcintosh
    F
    license
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    quality
    D
    maintenance
    A FastMCP server providing hackathon overview resources and reusable starter prompts for quick integration with Cursor.
    1

  • okf-mcp

    teomarcdhio
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    quality
    C
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    An MCP server that provides LLMs with full read/write access to an Open Knowledge Format (OKF) knowledge bundle, enabling structured, persistent long-term memory.
    11
    MIT

  • Higress AI-Search MCP Server

    cr7258
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    quality
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    maintenance
    A Model Context Protocol server that enables AI models to perform real-time internet and knowledge searches through Higress, enhancing model responses with up-to-date information from Google, Bing, Arxiv, and internal knowledge bases.
    1
    5
    Apache 2.0

  • mcp-vault-reader

    LucasRocha179
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    quality
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    Enables AI assistants to search, read, and traverse Markdown note vaults (Obsidian-compatible) with full-text search, backlinks, knowledge graphs, and a persistent memory system for cross-session context.
    16
    9
    2
    MIT

  • mcp-zen-of-languages

    Anselmoo
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    quality
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    maintenance
    Enables AI assistants and developers to analyze code for language-specific best practices and idiomatic patterns across programming languages, CI automation, and configuration formats.
    16
    2
    MIT

  • brainforge-mcp

    mengro1102
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    license
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    quality
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    An MCP server that transforms markdown notes into an AI-powered knowledge graph. It enables LLM clients to explore, analyze, and diagnose knowledge graphs through tools for node explanation, path finding, causal chain analysis, and wiki health reporting.
    5
    MIT

  • better-code-review-graph

    n24q02m
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    license
    B
    quality
    A
    maintenance
    Knowledge graph for token-efficient code reviews. Builds a structural map of your codebase with Tree-sitter, tracks changes incrementally, and gives AI agents precise context via MCP tools. Features fixed multi-word search, qualified call resolution, dual-mode embedding (ONNX local + LiteLLM cloud), and output pagination.
    7
    64
    Apache 2.0

  • Semrush Keyword Magic Tool MCP

    BACH-AI-Tools
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    license
    C
    quality
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    maintenance
    Enables access to Semrush Keyword Magic Tool API for SEO keyword research, including keyword overview analysis, finding millions of keyword suggestions, and discovering question-based keywords across different countries and languages.
    3
    MIT
  • Beever Atlas by Beever-AI

    Beever Atlasofficial

    Beever-AI
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    license
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    quality
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    maintenance
    Turns team chat (Slack, Discord, MS Teams, Mattermost) into a living knowledge base - a typed knowledge graph plus auto-generated wiki - exposed to AI agents through a 28-tool MCP server with semantic search, expert finding, and decision tracing.
    28
    439
    Apache 2.0

  • au-weather-mcp

    Bigred97
    A
    license
    A
    quality
    B
    maintenance
    Provides LLMs with real-time, historical, and forecast Australian weather data via Open-Meteo, using plain-English location keys and fuzzy search.
    7
    MIT

  • Australian Bureau of

    Bigred97
    A
    license
    A
    quality
    B
    maintenance
    Ask Claude "What's the unemployment rate in NSW?" and get a real answer. Wraps the Australian Bureau of Statistics API with plain-English tools and curated mappings for 10 economic indicators (unemployment, inflation, wages, GDP, housing, population).
    7
    MIT

  • Reserve Bank of Australia

    Bigred97
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    license
    A
    quality
    B
    maintenance
    Ask Claude "What's the cash rate?" or "What's AUD/USD today?" and get the real number from the Reserve Bank of Australia. Wraps RBA's F-tables with plain-English access to interest rates, FX rates, deposit rates, and mortgage rates.
    6
    MIT
  • Dodo Payments Agent Plugin by dodopayments

    Dodo Payments Agent Pluginofficial

    dodopayments
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    license
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    quality
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    maintenance
    Official Dodo Payments MCP servers - dodopayments-api for live payments, subscriptions, customers, products, refunds, license keys, and usage-based billing (browser OAuth, no API key needed) and dodo-knowledge for semantic search over Dodo Payments documentation.
    2
    212
    5
    MIT