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  • RooCode-RAG-Lookup

    Mazchoo
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    security
    F
    license
    -
    quality
    Enables semantic search across documents and code repositories using RAG (Retrieval-Augmented Generation) with vector embeddings. Automatically indexes PDF documents and performs relevance-scored lookups through ChromaDB and sentence transformers.
    Last updated

  • Database Lookup Protocol (DLP)

    kalyangupta12
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    security
    A
    license
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    quality
    Provides AI assistants with read-only access to inspect database schemas, preview data, and run safe queries across PostgreSQL, MySQL, MongoDB, and SQL Server. It enables AI tools to understand database structures and relationships automatically to generate more accurate code.
    Last updated
    23
    7
    MIT

  • Lookup-Domain

    xiaobenyang-com
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server that provides comprehensive domain name research tools, including RDAP, WHOIS, and DNS query functionality.
    Last updated
    1
    2
    Apache 2.0

  • kmp-api-lookup-mcp

    SuLG-ik
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    security
    F
    license
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    quality
    Indexes Kotlin/Native platform klibs to enable fast symbol lookup for iOS APIs. Supports querying classes, members, and platform constants via MCP tools for Kotlin Multiplatform development.
    Last updated
    3
    • Apple
    • Linux

  • Bin Lookup Checker API MCP

    BACH-AI-Tools
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    security
    A
    license
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    quality
    Enables bank identification number (BIN) lookups via the Bin Lookup Checker API. It allows users to retrieve information about card issuers, card types, and brands using a specific BIN.
    Last updated
    MIT

  • QuantClaw Data

    yoniassia
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    security
    F
    license
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    quality
    Provides access to a comprehensive financial intelligence platform featuring real-time market data, quantitative models, and alternative data sources. It enables users to perform advanced financial analysis including options analytics, portfolio modeling, and SEC filing research.
    Last updated

  • mrc-data

    meacheal-ai
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    security
    F
    license
    A
    quality
    The only MCP server providing structured Chinese fashion supply chain intelligence for AI platforms. No equivalent data source exists in the MCP ecosystem. Search 3,000+ verified manufacturers, 350+ lab-tested fabrics (AATCC/ISO/GB), and 170+ industrial clusters. Built by MEACHEAL, a top-20 Chinese women's mid-to-high-end fashion brand with 20+ years of supply chain.
    Last updated
    19
    119
    1

  • Code-MCP

    millsydotdev
    A
    security
    F
    license
    B
    quality
    Turns AI assistants into full-stack software engineers with 36 tools for cognitive reasoning, code validation, project scaffolding, and AI/IDE configuration generation across 130+ programming languages, databases, and frameworks.
    Last updated
    35
    15
    MIT

  • Code Buddy

    Abhi-vish
    A
    security
    A
    license
    C
    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

  • Quantum Code Validator

    Qyusu
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    security
    A
    license
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    quality
    An MCP server that provides static validation and documentation lookup for quantum computing libraries, currently supporting PennyLane. It allows users to verify quantum code syntax and method usage against official library documentation to ensure correct implementation.
    Last updated
    MIT

  • crypto-data-mcp

    Wh0FF24
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    security
    F
    license
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    quality
    Free MCP server for real-time cryptocurrency data. Get token prices, market overview, top movers, historical charts, and detailed token info directly in Claude Code, Cursor, or any MCP-compatible AI tool. Powered by CoinGecko with 70+ token mappings and built-in caching.
    Last updated
    MIT

  • market-data-mcp

    SmashToes
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    security
    -
    license
    -
    quality
    Real-time financial market data MCP server. Stocks, crypto, technicals, sentiment, FDA calendar. No API keys required.
    Last updated
    MIT

  • korean-data-mcp

    leadbrain
    A
    security
    A
    license
    A
    quality
    Real-time Korean web data for AI assistants — Naver Place reviews, Melon charts, Daangn/Bunjang marketplace, Naver News, Musinsa fashion rankings. 7 tools powered by Apify actors.
    Last updated
    7
    MIT

  • Data Planning Agent

    opendedup
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    security
    A
    license
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    quality
    Transforms high-level business intents into structured Data Product Requirement Prompts through AI-powered conversational refinement. Guides users through clarifying questions to gather comprehensive requirements for automated Business Intelligence dashboard generation.
    Last updated
    1
    Apache 2.0

  • Smart Code Reviewer

    renjismzy
    A
    security
    A
    license
    A
    quality
    Enables comprehensive code analysis including quality assessment, security vulnerability detection, refactoring suggestions, complexity calculations, and automatic documentation generation for multiple programming languages.
    Last updated
    5
    MIT

  • Data Discovery Tool

    SofiaPurtova
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    security
    F
    license
    -
    quality
    Enables AI agents to index and search across SQLite databases and CSV files to discover table schemas and column metadata. It provides a unified MCP API for data source management and structural exploration through natural language.
    Last updated
    • Apple
    • Linux

  • mcp-market-data

    ShipItAndPray
    A
    security
    A
    license
    A
    quality
    Live market data for AI agents. 8 tools: real-time crypto prices, OHLCV candles, order books, market cap rankings, trending coins, technical analysis (RSI/SMA/z-score), asset comparison, and Fear & Greed index. Zero API keys, zero dependencies.
    Last updated
    8
    MIT

  • Code MCP Server

    agentics-ai
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    security
    A
    license
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    quality
    An experimental MCP server that enables AI assistants to interact with VS Code workspaces through file operations, code execution, and Git management. It also provides tools for Docker integration, project scaffolding, and secure command execution using project-specific configurations.
    Last updated
    15
    3
    MIT
    • Apple
    • Linux

  • MCP Data Wrangler

    shibuiwilliam
    A
    security
    A
    license
    B
    quality
    A Model Context Protocol server for data wrangling that provides standardized interfaces for data preprocessing, transformation, and analysis tasks including data aggregation and descriptive statistics.
    Last updated
    16
    8
    MIT
    • Linux
    • Apple

  • MCP Code Indexer

    zxfgds
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    security
    F
    license
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    quality
    A smart code retrieval tool based on Model Context Protocol that provides efficient and accurate code repository search capabilities for large language models.
    Last updated
    37

  • Claude Code MCP

    auchenberg
    A
    security
    A
    license
    B
    quality
    An implementation of Claude Code as a Model Context Protocol server that enables using Claude's software engineering capabilities (code generation, editing, reviewing, and file operations) through the standardized MCP interface.
    Last updated
    8
    32
    179
    MIT

  • MCP Code Editor

    alejoair
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    security
    A
    license
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    quality
    A FastMCP server providing powerful code editing tools including precise file modifications with diff-based operations, file creation and reading with line numbers, and more tools for code editing workflows.
    Last updated
    MIT
    • Apple
    • Linux

  • Code Execution MCP

    marc-shade
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    security
    F
    license
    -
    quality
    Enables efficient AI agent operations through sandboxed Python code execution with progressive tool discovery, PII tokenization, and skills persistence, achieving up to 98.7% token reduction by processing data in a sandbox rather than in context.
    Last updated

  • Code-Index-MCP

    ViperJuice
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    security
    A
    license
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    quality
    Local-first code indexer that provides deep code understanding for Claude and other LLMs with symbol/text search across 48+ languages, semantic search capabilities, and real-time index updates through the Model Context Protocol.
    Last updated
    48
    MIT
    • Apple
    • Linux

  • MCP Code Crosscheck

    olaservo
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    security
    A
    license
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    quality
    Enables AI-assisted code review with bias mitigation strategies through cross-model evaluation and bias-aware prompting. Detects AI-generated code from commit authors and provides structured reviews with security, performance, and maintainability analysis.
    Last updated
    MIT

  • semantic-code-mcp

    vrppaul
    A
    security
    F
    license
    A
    quality
    A local MCP server that provides semantic code search for Python codebases using tree-sitter for chunking and LanceDB for vector storage. It enables natural language queries to find relevant code snippets based on meaning rather than just text matching.
    Last updated
    3
    2
    • Apple
    • Linux

  • Code Firewall MCP

    egoughnour
    A
    security
    A
    license
    A
    quality
    A security filter that blocks dangerous code patterns by comparing normalized structural syntax trees against a blacklist of known threats using vector embeddings. It acts as a gatekeeper to prevent malicious code execution by identifying dangerous structures regardless of specific identifiers or literals.
    Last updated
    11
    MIT
    • Apple

  • Data Analysis MCP Server

    boyzhang666
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    security
    F
    license
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    quality
    Provides comprehensive statistical analysis tools for industrial data including time series analysis, correlation calculations, stationarity tests, outlier detection, causal analysis, and forecasting capabilities. Enables data quality assessment and statistical modeling through a FastAPI-based MCP architecture.
    Last updated
    4

  • Civic Data MCP Server

    EricGrill
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    security
    A
    license
    B
    quality
    Provides access to 7 free government and open data APIs including NOAA weather, US Census demographics, NASA imagery, World Bank economics, Data.gov, and EU Open Data through 22 specialized tools, with most requiring no API keys.
    Last updated
    22
    2
    MIT

  • Boxtalk Data MCP Server

    parikshitBoxtalk
    A
    security
    F
    license
    A
    quality
    An MCP server for interacting with SQL Server databases that enables schema inspection, record counting, and paginated data retrieval. It provides tools to explore table structures and fetch specific records while enforcing safety limits on data volume.
    Last updated
    4

  • Code Explainer MCP

    BillDuke13
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    security
    A
    license
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    quality
    A Cloudflare Worker that analyzes source code to provide comprehensive explanations including architecture diagrams, core functionality analysis, and component breakdowns across multiple programming languages.
    Last updated
    13
    6
    Apache 2.0

  • Market Data MCP Server

    pishnuke
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    security
    F
    license
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    quality
    Enables fetching market and options data including OHLCV prices, option chains, Greeks, and corporate events through a pluggable FastAPI service. Supports creating aligned training datasets for financial analysis and uses yfinance by default with support for custom data providers.
    Last updated

  • Stock Data MCP Server

    stockmcp
    A
    security
    A
    license
    B
    quality
    Provides comprehensive data for A-shares, Hong Kong, and US stocks alongside cryptocurrency markets, supporting technical indicators, news, and financial statements. It features automatic failover across multiple data sources to ensure reliable access to real-time and historical market information.
    Last updated
    22
    26
    MIT