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.

9,444 servers. Last updated -

Matching MCP tools:

Matching MCP servers:

  • -
    security
    F
    license
    -
    quality
    🔍 Enable AI assistants to search and access Google Scholar papers through a simple MCP interface.
    Last updated -
    127
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    This server enables users to programmatically scrape and access Google Maps reviews through a Multi-Agent Conversation Protocol interface to the Apify API.
    Last updated -
  • A
    security
    F
    license
    A
    quality
    "mcp\_scholar" is a Python-based tool for searching and analyzing Google Scholar papers, supporting features like keyword-based searches and integration with MCP clients and Cherry Studio. It provides functionalities such as fetching top-cited papers from scholar profiles and summarizing research top
    Last updated -
    7
    48
  • A
    security
    F
    license
    A
    quality
    A Model Context Protocol server that provides web search capabilities using Google Custom Search API and webpage content extraction functionality.
    Last updated -
    2
    7
    1
    • Apple
  • -
    security
    F
    license
    -
    quality
    A comprehensive Model Context Protocol server that provides AI assistants with direct access to Semantic Scholar's academic database, enabling advanced paper discovery, citation analysis, author research, and AI-powered recommendations.
    Last updated -
    4
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Semantic Scholar API, providing comprehensive access to academic paper data, author information, and citation networks.
    Last updated -
    61
    MIT License

Interested in MCP?

Join the MCP community for support and updates.

RedditDiscord
  • A
    security
    A
    license
    A
    quality
    A tool that helps users conduct comprehensive research on complex topics by exploring questions in depth, finding relevant sources, and generating structured, well-cited research reports.
    Last updated -
    173
    MIT License
    • Apple
  • -
    security
    F
    license
    -
    quality
    A Model Context Protocol server that enables Claude to perform Google Custom Search operations by connecting to Google's search API.
    Last updated -
    1
    • Linux
  • A
    security
    F
    license
    A
    quality
    A server that allows AI assistants to perform web searches using Perplexity's sonar-deep-research model with citation support.
    Last updated -
    1
    8
  • -
    security
    F
    license
    -
    quality
    An OpenAI API-based MCP server that provides deep thinking and analysis capabilities, integrating with AI editor models to deliver comprehensive insights and practical solutions.
    Last updated -
  • -
    security
    A
    license
    -
    quality
    Enables iterative deep research by integrating AI agents with search engines, web scraping, and large language models for efficient data gathering and comprehensive reporting.
    Last updated -
    4
    273
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol (MCP) implementation that provides deep filesystem tree visualization and manipulation capabilities. This tool enables efficient navigation and management of complex directory structures, enhancing development workflows with AI-powered file system operations. Compatible with
    Last updated -
    1
    16
    10
    MIT License
  • A
    security
    A
    license
    A
    quality
    A Model Context Protocol compliant server that facilitates comprehensive web research by utilizing Tavily's Search and Crawl APIs to gather and structure data for high-quality markdown document creation.
    Last updated -
    1
    49
    10
    MIT License
  • A
    security
    A
    license
    A
    quality
    Deep directory tree visualization tool enabling efficient visualization of complex directory structures with AI-powered analysis capabilities.
    Last updated -
    1
    16
    10
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Provides specialized AI-powered comprehensive research and analysis capabilities by integrating with advanced deep research agents, offering unlimited queries with no rate limits and faster performance than comparable services.
    Last updated -
    98
    56
    MIT License
    • Apple
  • -
    security
    A
    license
    -
    quality
    A Model Context Protocol server that performs comprehensive web research by combining Tavily Search and Crawl APIs to gather extensive information and provide structured JSON output tailored for LLMs to create detailed markdown documents.
    Last updated -
    49
    21
    MIT License
  • -
    security
    F
    license
    -
    quality
    An MCP server that enhances Brave Search results by using Puppeteer to extract full webpage content and explore linked pages, enabling AI assistants to perform comprehensive web research with configurable depth.
    Last updated -
    10
    3
  • -
    security
    A
    license
    -
    quality
    An agent-based tool that provides web search and advanced research capabilities including document analysis, image description, and YouTube transcript retrieval.
    Last updated -
    12
    Apache 2.0
    • Linux
    • Apple
  • A
    security
    A
    license
    A
    quality
    This is a Model Context Protocol (MCP) server adaptation of LangChain Ollama Deep Researcher. It provides the deep research capabilities as MCP tools that can be used within the model context protocol ecosystem, allowing AI assistants to perform in-depth research on topics (locally) via Ollama
    Last updated -
    3
    13
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.
    Last updated -
    10
    91
    MIT License
  • A
    security
    A
    license
    A
    quality
    Enables AI agents to break down complex tasks into manageable pieces using a structured JSON format with task tracking, context preservation, and progress monitoring capabilities.
    Last updated -
    15
    49
    6
    MIT License
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    This is a collection of Google-native tools (e.g., Gmail, Calendar) for the MCP protocol, designed to integrate seamlessly with AI clients like Claude or Cursor.
    Last updated -
    32
    347
    11
    MIT License
    • Apple
    • Linux
  • -
    security
    A
    license
    -
    quality
    Enables interaction with Google Cloud services including billing cost analysis, log querying, and metrics monitoring through natural language commands. Provides comprehensive tools for managing GCP resources, analyzing costs, detecting anomalies, and retrieving operational insights.
    Last updated -
    40
    Apache 2.0
  • -
    security
    A
    license
    -
    quality
    A tool for manipulating Google Spreadsheet and Google Drive using MCP (Metoro Control Protocol).
    Last updated -
    10
    MIT License
    • Linux
    • Apple
  • -
    security
    F
    license
    -
    quality
    A specialized Model Context Protocol (MCP) server that integrates Google services (Gmail, Calendar, etc.) into your AI workflows. This server enables seamless access to Google services through MCP, allowing AI agents to interact with Gmail, Google Calendar, and other Google services.
    Last updated -
    10
    3
  • A
    security
    A
    license
    A
    quality
    MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!
    Last updated -
    15
    5
    MIT License
    • Apple
  • A
    security
    A
    license
    A
    quality
    This is a server implementation for performing Optical Character Recognition (OCR) using the Google Cloud Vision API. It is built on top of the FastMCP framework, which allows for the creation of modular and extensible command processing tools.
    Last updated -
    1
    1
    MIT License
    • Apple
  • A
    security
    F
    license
    A
    quality
    A server that enables Cursor users to view, create, and manage Google Calendar events through natural language commands using the MCP protocol with Google OAuth2 authentication.
    Last updated -
    5
    • Apple
  • -
    security
    F
    license
    -
    quality
    An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.
    Last updated -
  • A
    security
    F
    license
    A
    quality
    Your AI Assistant's Gateway to Google Sheets! 25 powerful tools for seamless Google Sheets automation via MCP
    Last updated -
    24
    7
    • Apple
    • Linux
  • A
    security
    A
    license
    A
    quality
    Provides web search capabilities using Google Custom Search API, enabling users to perform searches through a Model Context Protocol server.
    Last updated -
    456
    46
    MIT License
    • Apple