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  • graph-tool-call

    SonAIengine
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    quality
    Graph-based tool retrieval for LLM agents. Builds a tool graph from OpenAPI/MCP specs and retrieves multi-step workflows via hybrid search (BM25 + graph traversal + embedding), recovering accuracy from 12% to 82% with 79% fewer tokens. Also works as an MCP Proxy to aggregate multiple servers behind 3 meta-tools.
    Last updated
    6
    6
    MIT

  • Lunar Calendar MCP Server

    AngusHsu
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    Provides traditional Chinese lunar calendar information including auspicious date checking, BaZi (八字) Four Pillars analysis, festival data, moon phases, zodiac compatibility, and calendar conversions based on Chinese cultural traditions.
    Last updated
    20
    1
    MIT

  • KnowledgeSmith MCP

    leo7nel23
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    Enables efficient editing of structured RBT documents through targeted operations on specific sections and blocks. Reduces LLM token consumption by 80-95% compared to traditional full-file operations while providing complete CRUD functionality.
    Last updated
    8
    1
    • Apple

  • Crawl-MCP

    walksoda
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    Unofficial MCP server wrapping crawl4ai that enables extraction and analysis of content from web pages, PDFs, Office documents, YouTube videos, and more, with AI-powered summarization and Google search integration to reduce token usage while preserving key information.
    Last updated
    13
    31
    MIT
    • Linux
    • Apple

  • Goal Story MCP Server

    hichana
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    An AI-powered goal management system that transforms traditional goal tracking into storytelling, helping users focus on one goal at a time with personalized narratives and insights that increase motivation and achievement.
    Last updated
    25
    21
    18

  • open-code-review

    raye-deng
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    security
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    quality
    AI-powered code review tool that detects AI-generated code defects invisible to traditional linters — hallucinated packages, deprecated APIs, cross-file contradictions, hidden security anti-patterns, and over-engineering. Works as a standalone CLI, GitHub Action, or MCP server. Supports TypeScript, Python, Java, Go, and Kotlin. Free for individuals, no API key required.
    Last updated
    4
    13

  • SP Database MCP Server

    JJVvV
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    security
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    license
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    quality
    A Model Context Protocol server that provides real-time database schema information to AI assistants, supporting both low-code system schema queries and traditional database metadata queries.
    Last updated
    4
    MIT

  • Elenchus MCP Server

    jhlee0409
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    security
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    license
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    quality
    An adversarial code verification system that uses a Verifier-Critic debate loop to systematically uncover security, correctness, and performance issues. It implements the Socratic method to provide deep semantic analysis and dialectical reasoning beyond traditional static linting.
    Last updated
    36
    3
    4
    MIT
    • Apple

  • cook-tool

    xiaobenyang-com
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    security
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    A recipe query tool that supports querying recipes and reporting dish names through the command line, suitable for cooking enthusiasts and developers.
    Last updated
    2
    2
    Apache 2.0

  • Cal Server

    pwh-pwh
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    security
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    quality
    A mathematical expression calculator that processes user-input expressions and returns computed results, supporting basic operations and built-in constants like PI and E.
    Last updated
    4
    2
    13
    MIT

  • XiaoLiuRen MCP Server

    Sneezry
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    security
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    license
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    quality
    Provides traditional Chinese XiaoLiuRen divination analysis with accurate lunar calendar conversion and time calculation. Enables users to perform fortune telling based on date and time inputs using the ancient six-spirit divination system.
    Last updated
    1
    2
    10

  • Yijing Bazi MCP Server

    SiwuXue
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    security
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    Provides traditional Chinese metaphysics analysis capabilities including I Ching divination (hexagram generation and interpretation) and Bazi (Four Pillars) fortune-telling with comprehensive life analysis covering career, wealth, relationships, and health predictions.
    Last updated
    10
    27
    27
    • Apple
    • Linux

  • Code Buddy

    Abhi-vish
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    security
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    quality
    A comprehensive MCP server that provides AI assistants with tools for file system management, Git integration, and shell command execution. It features specialized code utilities for analysis, formatting, and linting to enhance development workflows within Claude Desktop.
    Last updated
    28
    6
    MIT
    • Apple
    • Linux

  • Bibliomantic MCP Server

    d4nshields
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    security
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    license
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    quality
    Integrates I Ching divination with AI responses, allowing users to receive guidance through traditional Chinese philosophy using the bibliomantic approach described in Philip K. Dick's work.
    Last updated
    4
    2
    MIT

  • Redis MCP Client

    ozand
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    security
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    license
    C
    quality
    Provides access to 21+ AI search parsers including Perplexity, ChatGPT, Claude, Gemini, Copilot, Grok, DeepSeek, and traditional search engines through the Redis API, enabling multi-source AI-powered search and information retrieval.
    Last updated
    14
    3
    MIT
    • Linux
    • Apple

  • Saju Fortune-Telling MCP

    hjsh200219
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    security
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    quality
    Provides Korean traditional Saju (Four Pillars of Destiny) fortune-telling analysis including birth chart calculations, compatibility checks, daily/yearly fortunes, calendar conversions, and personalized life advice based on ancient Eastern astrology.
    Last updated
    7
    27

  • Semantic Search MCP Server

    mix0z
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    security
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    license
    D
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    Enables AI agents to perform semantic search over codebases by converting natural language queries into efficient search patterns like grep and ripgrep. It utilizes LLMs to verify relevance and find code snippets that traditional keyword-based searches might miss.
    Last updated
    1

  • NotesY

    Rish-it
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    security
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    license
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    A Claude MCP integration that allows seamless interaction with Apple Notes through natural language, enabling users to create, update, delete, and search notes.
    Last updated
    1
    3
    1
  • PostCrawl MCP Server by post-crawl

    PostCrawl MCP Serverofficial

    post-crawl
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    A Cloudflare Workers-based server that provides AI assistants with access to search and extract content from social media platforms, particularly Reddit, through the PostCrawl API.
    Last updated
    MIT

  • Workers + Stytch TODO App MCP

    dandalgatov
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    A Cloudflare Workers server that extends a traditional full-stack TODO application with Model Context Protocol support, enabling AI agents to interact with the app through Stytch authentication.
    Last updated
    MIT

  • mcp-dev-brasil

    codespar
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    37 MCP servers for agentic commerce and Brazilian services. Covers Stripe ACP, x402 (Coinbase), AP2 (Google), Google UCP, plus 14 traditional Brazilian payment rails, fiscal, banking, communication, logistics, ERP, identity, and crypto APIs. ~480 tools. Supports stdio and Streamable HTTP.
    Last updated
    241
    MIT

  • Lunar Calendar MCP Server

    BACH-AI-Tools
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    security
    A
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    quality
    Provides Chinese traditional calendar functions including BaZi calculation, solar-lunar calendar conversion, Huangli almanac queries, daily fortune readings, 24 solar terms, and Wu Xing (Five Elements) analysis.
    Last updated
    MIT

  • Image-Edit-RMCP

    FactrueSolin
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    security
    A
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    quality
    Image Edit RMCP is a powerful Model Context Protocol service that provides OpenAI-like image editing capabilities for text-based models. This Rust-based service enables traditional language models to "see" and process images through comprehensive visual understanding tools. The service offers multi
    Last updated
    1
    MIT

  • LLM Wiki Kit

    iamsashank09
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    Enables creation of persistent, compounding knowledge bases using Karpathy's LLM Wiki pattern with LLM-maintained markdown wikis. Supports automated ingestion, cross-referencing, synthesis, and linting of sources as an alternative to traditional RAG systems.
    Last updated
    44
    MIT

  • Cloudflare Email MCP

    SH20RAJ
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    Enables AI agents to send emails via Cloudflare's Email Service. Provides both MCP server integration for AI tools and a REST API for traditional applications with support for HTML content, attachments, and secure authentication.
    Last updated
    2
    MIT

  • China Festival MCP Server

    Eis4TY
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    security
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    quality
    Provides Chinese holiday information, lunar calendar conversion, traditional festivals, 24 solar terms, and BaZi (Eight Characters) calculations for AI assistants to accurately handle Chinese calendar queries and date conversions.
    Last updated
    1
    Apache 2.0

  • MCP Gateway

    Timandes
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    security
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    A server that translates Model Context Protocol (MCP) tool callings to traditional HTTP API requests, allowing existing HTTP APIs to be integrated into MCP territory through configurable mappings.
    Last updated
    1
    Apache 2.0

  • Chinese Fortune Analysis

    deeppath-ai
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    security
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    Enables traditional Chinese fortune-telling through BaZi (Four Pillars) analysis, including solar/lunar date conversion, Five Element balance calculations, Ten Gods deduction, and destiny interpretation for metaphysics applications.
    Last updated
    14
    MIT

  • Spraay x402 MCP Server

    plagtech
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    Connects AI agents to the Base network for onchain data, batch USDC payments, and access to over 200 AI models. It utilizes the x402 protocol to enable pay-per-request functionality using USDC without requiring traditional API keys or accounts.
    Last updated
    12
    MIT

  • MemoryGraph

    memory-graph
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    security
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    A graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that traditional vector stores often miss.
    Last updated
    190
    MIT

  • lunar-mcp

    XiaoYijiang-c
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    security
    F
    license
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    quality
    lunar-mcp is a Go-based MCP server that provides 28+ tools for Chinese traditional calendar, fortune telling, and divination. It enables AI agents to integrate Chinese cultural computations into their workflows.
    Last updated

  • Token Saver MCP

    jerry426
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    Bridges VSCode's Language Server Protocol with MCP to give AI assistants instant access to code intelligence, delivering 100-1000x faster responses with 90% fewer tokens than traditional text-based searching. Provides 17 production-ready tools for navigation, refactoring, diagnostics, and code analysis.
    Last updated
    35
    MIT

  • LinkedIn-Posts-Hunter-MCP

    kevin-weitgenant
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    security
    F
    license
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    quality
    Provides tools for automating LinkedIn job post search and management. Job opportunities often appear in LinkedIn posts first, before they're posted on traditional job boards. By monitoring LinkedIn posts, you can discover opportunities earlier and get a competitive advantage in your job search.
    Last updated
    4
    7
    • Apple
    • Linux

  • Teams Messenger MCP App

    aech-ai
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    security
    F
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    A Model Context Protocol server that bridges Microsoft Teams with MCP-compatible clients (LLMs, agentic frameworks, CLI), enabling chat integration, message search, and event streaming without traditional REST API endpoints.
    Last updated