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Search & Data Retrieval

74 MCP servers and tools in Search & Data Retrieval, ranked by GitHub stars.

tavily-aitavily-mcp

Production ready MCP server with real-time search, extract, map & crawl. JavaScript-based implementation. Trusted by 800+ developers.

889 JavaScript
mamertofabianmcp-everything-search

[](https://smithery.ai/server/mcp-server-everything-search) Python-based implementation.

253 Python
cr7258elasticsearch-mcp-server

A Model Context Protocol (MCP) server implementation that provides Elasticsearch and OpenSearch interaction. Python-based implementation.

213 Python
Alex2Yang97yahoo-finance-mcp

This is a Model Context Protocol (MCP) server that provides comprehensive financial data from Yahoo Finance.

158 Python
mcpmcp-serveryahoo-finance+2
andybrandtmcp-simple-pubmed

MCP server for searching and querying PubMed medical papers/research database Python-based implementation.

140 Python
roadwycve-search_mcp

A Model Context Protocol (MCP) server for querying the CVE-Search API

60 Python
cvemcp-servervulunhub
zlinzzzzfindata-mcp-server

FinData enables your AI agents retrieve financial data from different providers like Tushare, Wind, and DataYes.

45 Python
markov-kerneldatabricks-mcp

No description available

43 Python
kukapaycrypto-feargreed-mcp

Providing real-time and historical Crypto Fear & Greed Index data

42 Python
turbotsteampipe-mcp

Enable AI assistants to explore and query your Steampipe data!

32 TypeScript
aimcpmcp-server+2
alexconggemini-deepsearch-mcp

No description available

24 Python
luotocompanycursor-local-indexing

ChromaDB-powered local indexing support for Cursor, exposed as an MCP server

24 Python
trevorwilkersonwindows-mcp-server-installation-verification-guide

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.

19
mnhltwebsearch-mcp

[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.

18 JavaScript
internet-access-llmwebsearch
awesimonelasticsearch-mcp

Elasticsearch MCP server with available features including mappings management, search and indexing, and index management etc.

16 TypeScript
elasticsearchmcpmcp-server
r-huijtsfirstcycling-mcp

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.

16 Python
r-huijtsopentk-mcp

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..

15 HTML
arben-admbrave-mcp-search

No description available

13 Python
JackKuo666clinicaltrials-mcp-server

๐Ÿ” Enable AI assistants to search and access ClinicalTrials.gov data through a simple MCP interface.

13 Python
mjpitzmcp-rfc

An MCP server for fetching RFC related information.

11 TypeScript
aimcp-serverrfc+1
jgamblinEPSS-MCP

MultiStep MCP That Returns CVE Information With EPSS Score

11 Python
0xKodaeth-mcp

an MCP for querying the EVM

11 JavaScript
yashshingvidatabricks-genie-MCP

No description available

10 Python
darpaidarp_engine

DARP engine. The MCP search engine for DARP.

10 Python
schemacrawlerschemacrawler-mcp-server-usage

Find out how to use SchemaCrawler AI MCP Server

9
growilabsgrowi-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.

9 TypeScript
tcsavagemcp-obsidian-index

MCP server providing sementic search over Obsidian vaults

9 Python
pinkpixel-devweb-scout-mcp

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.

8 JavaScript
ai-assistantai-toolscheerio+13
daheepkarxiv-paper-mcp

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.

8 Python
kukapaythegraph-mcp

An MCP server that powers AI agents with indexed blockchain data from The Graph.

7 Python
askjohngeorgemcp-doc-scraper

No description available

7 Python
dazebwikipedia-mcp-image-crawler

A Wikipedia Image Search Tool. Follows Creative Commons Licences for images and uses them in your projects via Claude Desktop/Cline.

7 JavaScript
claude-aiclinemcp+1
crazyrabbitLTCmpc-tally-api-server

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.

6 TypeScript
imlewcelasticsearch7-mcp-server

elasticsearch7 mcp server

6 Python
manfyedata-dosm-mcp-nodejs

No description available

6 JavaScript
Claw256mcp-web-search

No description available

5 TypeScript
AzDeltaQQmcp-research

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 .

5 TypeScript
crawlab-teamcrawlab-mcp

No description available

5 Python
mcprepositorymcp-find

Search for MCP Servers from the command line

5 JavaScript
mcp-servermodel-context-protocol
sourabh-khot65typesense-mcp-server

MCP server for connecting to you typesense collections and retrieve data using your favorite MCP client (Claude/ Cursor)

4 Go
jedrazbelastic-semantic-search-mcp-server

MCP server to search up-to-date elasticsearch docs

3 Python
BabyManishamdn-lookup

MCP Server to fetch and summarize developer documentation from [MDN Web Docs](https://developer.mozilla.org/).

3 JavaScript
devdocsdoclookupdocs+5
vishwajeetdabholkareget_mcp

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.

3 Python
CostingGeeksap-mcp

An MCP server to retrieve information like Sales Orders from the SAP Graph API Sandbox

3 Python
freespiritpdfsearch-zed

An MCP server extension for Zed that retrieves relevant pieces from a PDF file

3 Python
esurovtsevmcp-finance-server-py

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 serverโ€”using a simple financial scenario purely as a demo use case.

3 Python
Baighasanchat-royale

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..

2 TypeScript
seanivorebing-searches-mcp

No description available

2
atonomusmcp-servers-search

An MCP server that provides tools for querying and discovering other MCP servers

2 JavaScript
mcp-servermcp-serversmcp-servers-directory+1
yoda-digitalmcp-mtender-server

An MCP (Model Context Protocol) server providing access to ๐Ÿ‡ฒ๐Ÿ‡ฉ 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).

2 TypeScript
aijsmcp+4
BioContextpubmed-mcp

A lightweight MCP server that enables AI assistants to search, retrieve, and analyze biomedical literature from PubMed.

2
ThreeFortyThree-Canadaelections-canada-mcp-server

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.

2 Python
rebers4o-mini-search-mcp

No description available

2 JavaScript
flow-productdoubao-search-mcp

No description available

1 JavaScript
OctagonAIoctagon-funding-data-mcp

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.

1 JavaScript
shlomiuzielisraeli-bank-scrapers-mcp-demo

A Model Context Protocol (MCP) server that demonstrates how to scrape financial data using the israeli-bank-scrapers library

1 JavaScript
lhondikoiknowledge-tools-mcp

An MCP server for interacting with various research & notetaking applications.

1
alihassanmlarxivloader-mcp-server-and-client

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.

1 Python
feloresdocs_scraper_mcp

No description available

1 Python
mmkalduck-duck-scrape-mcp

An MCP server for (free!) search results via duckduckgo

1 JavaScript
pg-yulyweather-server

A weather information server built using Model Context Protocol (MCP) to provide real-time weather data and forecasts

1 JavaScript
edgegomcp-geo-pub

An MCP service for getting user geolocation information

1 TypeScript
Blockchain-MCPscoingecko-mcp

CoinGecko MCP Server - Enabling AI Agent to Autonomously Fetch Data.

1 Python
louiscklawmcp-hko

Fetch data from Hong Kong Observatory with MCP

1 TypeScript
hong-konghongkongmcp+1
fintools-aimcp-order-flow-server

This is the mcp to fetch and get order flow information

0 Python
isaacgountonBrave-Search-MCP-SSE

No description available

0 TypeScript
mbala2304jira-mcp-server-python

MCP Server to fetch the information about issues in JIRA

0
ray0907mcp-arxiv

Search and retrieve arXiv papers through MCP.

0 Python
Rishavv007mcp-api-server

A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.

0 Python
1999AZZARwikipedia-mcp-server

Minimal TypeScript-based HTTP server exposing Wikipedia search and page retrieval via MediaWiki API

0 TypeScript
mcpmediawiki
MCP-Mirrornexon33_search-fetch-server-mcp

Mirror of https://github.com/nexon33/search-fetch-server-mcp

0 Python
surabhyasafetysearch

MCP server for product safety information. Search safe, stay safe.

0 Python
MediFinderBotmedifinder-mcp

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.

0 Python
hitechdkweather-ai-agent

AI agent that retrieves weather data from the MCP server to provide automated forecasts. Ideal for integration into weather-related applications.

0 Python
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