Search & Data Retrieval
74 MCP servers and tools in Search & Data Retrieval, ranked by GitHub stars.
Production ready MCP server with real-time search, extract, map & crawl. JavaScript-based implementation. Trusted by 800+ developers.
[](https://smithery.ai/server/mcp-server-everything-search) Python-based implementation.
A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. Python-based implementation.
This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance.
MCP server for searching and querying PubMed medical papers/research database Python-based implementation.
A Model Context Protocol (MCP) server for querying the CVE-Search API
FinData enables your AI agents retrieve financial data from different providers like Tushare, Wind, and DataYes.
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Providing real-time and historical Crypto Fear & Greed Index data
Enable AI assistants to explore and query your Steampipe data!
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ChromaDB-powered local indexing support for Cursor, exposed as an MCP server
Windows MCP server setup differs from Mac by requiring absolute file paths and explicit node.exe references instead of npx commands. The installation requires verifying npm and installing packages globally to the AppData\Roaming\npm\node_modules directory. Running servers needs complete paths for both node.exe and the server's index.js file.
[Self-hosted] A Model Context Protocol (MCP) server implementation that provides a web search capability over stdio transport. This server integrates with a WebSearch Crawler API to retrieve search results.
Elasticsearch MCP server with available features including mappings management, search and indexing, and index management etc.
This is a Model Context Protocol (MCP) server that provides professional cycling data from FirstCycling. It allows you to retrieve information about professional cyclists, race results, and more.
A Model Context Protocol (MCP) server providing access to Dutch parliamentary data (Tweede Kamer) through OpenTK . This server enables AI assistants to search, retrieve, and analyze parliamentary documents, activities, and information as published by parliament..
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๐ Enable AI assistants to search and access ClinicalTrials.gov data through a simple MCP interface.
An MCP server for fetching RFC related information.
MultiStep MCP That Returns CVE Information With EPSS Score
an MCP for querying the EVM
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DARP engine. The MCP search engine for DARP.
Find out how to use SchemaCrawler AI MCP Server
A Model Context Protocol (MCP) server that connects AI models to GROWI wiki content. Enables LLMs to search and retrieve information from your organization's knowledge base for accurate, context-aware responses.
MCP server providing sementic search over Obsidian vaults
A powerful MCP server extension providing web search and content extraction capabilities. Integrates DuckDuckGo search functionality and URL content extraction into your MCP environment, enabling AI assistants to search the web and extract webpage content programmatically.
This project is an arXiv paper retrievalย and search service implemented through a custom MCP (Multi-Capability Provider) framework. It provides a server-side implementationย to fetch, search, and analyze academicย papers from arXiv.org.
An MCP server that powers AI agents with indexed blockchain data from The Graph.
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A Wikipedia Image Search Tool. Follows Creative Commons Licences for images and uses them in your projects via Claude Desktop/Cline.
A Model Context Protocol (MCP) server that enables AI agents to interact with the Tally API, providing access to DAO governance data, proposals, and metadata. Built with TypeScript and GraphQL, it offers a secure and efficient way to fetch and sort DAO information through standardized MCP functions.
elasticsearch7 mcp server
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I scraped a lot of information on MCP (Model Context Protocol) servers . with Integration to Cursor AI and Claude Desktop . That way you can add this folder to your preferred IDE so that it will have contextual indexing information available to grasp how to create MCP servers correctly .
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Search for MCP Servers from the command line
MCP server for connecting to you typesense collections and retrieve data using your favorite MCP client (Claude/ Cursor)
MCP server to search up-to-date elasticsearch docs
MCP Server to fetch and summarize developer documentation from [MDN Web Docs](https://developer.mozilla.org/).
A simple MCP server that integrates eGet web scraper with Claude for Desktop. This connector allows Claude to scrape web content through your local eGet API, enabling search, summarization, and analysis of websites directly in conversations.
An MCP server to retrieve information like Sales Orders from the SAP Graph API Sandbox
An MCP server extension for Zed that retrieves relevant pieces from a PDF file
A minimal MCP server built with Python that exposes two example tools: one to convert a company name into a stock symbol, and another to fetch financial data from Yahoo Finance. The project focuses on learning how to build and run an MCP serverโusing a simple financial scenario purely as a demo use case.
A Clash Royale agent, powered by a custom built Clash Royale MCP server. Enables the agent to fetch accurate data from the Clash Royale servers..
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An MCP server that provides tools for querying and discovering other MCP servers
An MCP (Model Context Protocol) server providing access to ๐ฒ๐ฉ Moldova's public procurement data through the MTender API. Features include searching tenders, accessing tender details, budget information, and funding sources - all following the Open Contracting Data Standard (OCDS).
A lightweight MCP server that enables AI assistants to search, retrieve, and analyze biomedical literature from PubMed.
This Model Context Protocol (MCP) server provides access to Canadian federal election data. The server exposes resources and tools to query and analyze election results by riding, province, and party.
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The Octagon Funding Data MCP server provides specialized AI-powered company funding transaction analysis capabilities by integrating with advanced funding intelligence agents. Covers comprehensive venture capital research, funding rounds, investor activity, and investment trends.
A Model Context Protocol (MCP) server that demonstrates how to scrape financial data using the israeli-bank-scrapers library
An MCP server for interacting with various research & notetaking applications.
This project provides an MCP (Microservice Communication Protocol) server and client setup for fetching research papers from the arXiv. The MCP server processes queries and fetches relevant research papers, while the client communicates with the server using the MCP protocol.
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An MCP server for (free!) search results via duckduckgo
A weather information server built using Model Context Protocol (MCP) to provide real-time weather data and forecasts
An MCP service for getting user geolocation information
CoinGecko MCP Server - Enabling AI Agent to Autonomously Fetch Data.
Fetch data from Hong Kong Observatory with MCP
This is the mcp to fetch and get order flow information
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MCP Server to fetch the information about issues in JIRA
Search and retrieve arXiv papers through MCP.
A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.
Minimal TypeScript-based HTTP server exposing Wikipedia search and page retrieval via MediaWiki API
Mirror of https://github.com/nexon33/search-fetch-server-mcp
MCP server for product safety information. Search safe, stay safe.
Message Communication Protocol (MCP) server that facilitates secure, standardized communication between system components and the medicine inventory database. Provides RESTful endpoints for location-based medicine searches, availability queries, and optimized messaging for WhatsApp integration.
AI agent that retrieves weather data from the MCP server to provide automated forecasts. Ideal for integration into weather-related applications.
See who actually uses it, and what to fix
TrackMCP is analytics for your MCP server. Wrap it in one line of code and see adoption, sessions, outcomes, and the silent failures hiding inside a 200 OK.