Skip to main content
Glama

Open-Source MCP servers

Production-ready MCP servers that extend AI capabilities through file access, database connections, API integrations, and other contextual services.

X
9,479 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • Data Analysis MCP Server

    boyzhang666
    -
    security
    F
    license
    -
    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 -
    1

  • Stock Market MCP Server

    MCP-100
    A
    security
    F
    license
    A
    quality
    A TypeScript-based MCP server that fetches real-time stock market data and company financial information through the Alpha Vantage API.
    Last updated -
    4
    5
    • Apple

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord

  • MCP Market Statistics Server

    whdghk1907
    -
    security
    F
    license
    -
    quality
    Provides comprehensive statistics and advanced analysis tools for the Korean stock market, offering real-time index data, sector analysis, investor trend tracking, and AI-based market pattern recognition.
    Last updated -
    • Linux
    • Apple

  • mcp-cisco-support

    sieteunoseis
    A
    security
    A
    license
    A
    quality
    A production-ready TypeScript MCP (Model Context Protocol) server for Cisco Support APIs with comprehensive security and dual transport support. This extensible server provides access to multiple Cisco Support APIs including Bug Search, Case Management, and End-of-Life information.
    Last updated -
    14
    14
    6
    MIT License
    • Apple

  • Financial Analysis MCP Server

    NARAVINDR321
    -
    security
    F
    license
    -
    quality
    Enables LLMs to retrieve, analyze, and visualize stock prices and financial report data for quantitative trading research and investment analysis. Provides real-time and historical stock data, financial statement analysis, key metric calculations, and trading signal visualization.
    Last updated -
    13

  • MCP Stock Market

    ctoouli
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol tool that retrieves daily stock market data for any stock symbol using the Alpha Vantage API.
    Last updated -
    7
    0
    1
    Apache 2.0

  • Adobe Commerce Support MCP Server

    kavingas
    -
    security
    F
    license
    -
    quality
    Generates professional Adobe Commerce support responses from case findings. Supports both structured and mixed content formats with automatic categorization capabilities.
    Last updated -

  • API-Market MCP Server

    Noveum
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol server that exposes over 200+ APIs from API.market as MCP resources, allowing large language models to discover and interact with various APIs through natural language commands.
    Last updated -
    34
    24
    3
    MIT License
    • Apple

  • MCP Server for Cirro Data

    NorahZager
    -
    security
    F
    license
    -
    quality
    This server enables multi-agent conversations for interacting with Cirro's biological data platform through its OpenAPI interface, auto-generated using AG2's MCP builder.
    Last updated -

  • Nobitex Market Data MCP Server

    xmannii
    -
    security
    F
    license
    -
    quality
    An MCP server that provides access to cryptocurrency market data from the Nobitex API, enabling users to fetch specific cryptocurrency pair statistics and global market data.
    Last updated -
    23

  • Cryptocurrency Market Data MCP Server

    Nayshins
    A
    security
    A
    license
    A
    quality
    Provides real-time and historical cryptocurrency market data through integration with major exchanges. This server enables LLMs like Claude to fetch current prices, analyze market trends, and access detailed trading information.
    Last updated -
    7
    54
    MIT License
    • Apple

  • Simple MCP Data Manager with AI

    chirayupatel9
    -
    security
    F
    license
    -
    quality
    A Python-based Model Context Protocol server that integrates local AI models for managing data with features like CRUD operations, similarity search, and text analysis.
    Last updated -

  • MCP Server for Intercom

    raoulbia-ai
    A
    security
    A
    license
    A
    quality
    An MCP-compliant server that enables AI assistants like Claude Desktop to access and analyze Intercom support tickets with full conversation history.
    Last updated -
    4
    7
    Apache 2.0
    • Linux

  • Agentic AI System with MCP Integration

    pratyush-usc-mba
    -
    security
    F
    license
    -
    quality
    Enables integration with financial transaction data through REST APIs, PostgreSQL databases, and document storage systems. Demonstrates agentic AI capabilities by connecting to Alpha Vantage API and managing financial data through natural language interactions.
    Last updated -

  • With-MCP

    janwilmake
    -
    security
    A
    license
    -
    quality
    Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.
    Last updated -
    302
    34
    MIT License

  • Crypto Price & Market Analysis MCP Server

    truss44
    A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) server that provides comprehensive cryptocurrency analysis using the CoinCap API. This server offers real-time price data, market analysis, and historical trends through an easy-to-use interface.
    Last updated -
    3
    281
    36
    MIT License
    • Apple

  • Code Analysis MCP Server

    saiprashanths
    A
    security
    F
    license
    A
    quality
    The server facilitates natural language interactions for exploring and understanding codebases, providing insights into data models and system architecture using a cost-effective, simple setup with support for existing Claude Pro subscriptions.
    Last updated -
    4
    19
    • Apple

  • mcp-adr-analysis-server

    tosin2013
    -
    security
    A
    license
    -
    quality
    Transform your codebase into professional architectural decision records with intelligent AI analysis
    Last updated -
    36
    122
    9
    MIT License

  • mcp-server-data-exploration

    reading-plus-ai
    A
    security
    A
    license
    A
    quality
    Enables autonomous data exploration on .csv-based datasets, providing intelligent insights with minimal effort.
    Last updated -
    2
    478
    MIT License
    • Apple

  • MCP Chat Analysis Server

    rebots-online
    -
    security
    A
    license
    -
    quality
    Facilitates semantic analysis of chat conversations through vector embeddings and knowledge graphs, offering tools for semantic search, concept extraction, and conversation pattern analysis.
    Last updated -
    11
    MIT License

  • BigQuery Analysis MCP Server

    gotalab
    -
    security
    F
    license
    -
    quality
    A server that enables executing and validating SQL queries against Google BigQuery with safety features that prevent data modifications and excessive processing.
    Last updated -
    2
    • Apple

  • MCP Data Wrangler

    shibuiwilliam
    A
    security
    A
    license
    A
    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 License
    • Linux
    • Apple

  • Personnel Data MCP Server

    ag2-mcp-servers
    -
    security
    F
    license
    -
    quality
    An MCP Server that provides access to Personio's HR and personnel data through the Personnel API, allowing interaction with employee records, HR systems, and personnel management functions.
    Last updated -
    • Linux
    • Apple

  • MCP Data Analytics Server

    Edwin1719
    -
    security
    A
    license
    -
    quality
    A FastMCP-based server that provides data analysis tools for processing, analyzing, and visualizing data with an intuitive Streamlit web interface.
    Last updated -
    2
    MIT License

  • Hong Kong Open Data MCP Serverofficial

    mcp-open-data-hk
    -
    security
    A
    license
    -
    quality
    Enables access to Hong Kong government's official open data portal (DATA.GOV.HK) through natural language queries. Supports searching datasets, browsing categories, and retrieving detailed information about Hong Kong's public data resources.
    Last updated -
    1
    MIT License

  • Alpha Vantage Stock Analysis MCP Server

    ranveer0323
    A
    security
    A
    license
    A
    quality
    Allows Claude and other MCP clients to access real-time and historical stock market data from Alpha Vantage API, including intraday and daily stock data with customizable intervals.
    Last updated -
    5
    2
    MIT License