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MCP (Model Context Protocol) Research

spuerFan

Research and documentation about Model Context Protocol (MCP) servers and implementations

2Data & Analytics

Google Search Console MCP by DigestSEO

AKzar1el

OAuth-protected Google Search Console analytics, URL inspection, sitemap, and indexing tools for MCP clients.

2Data & Analytics

NexonCo MCP: Advanced Clinical Evidence Analysis Server 🌟

1sustgmboab

An advanced MCP Server for accessing and analyzing clinical evidence data, with flexible search options to support precision medicine and oncology research.

2Data & Analytics

Education Data MCP Server

ckz

2Data & Analytics

Dune Analytics MCP Server

ekailabs

2Data & Analytics

MarketScope AI: Healthcare Product Analytics

BigDataTeam5

This is our final project , in this we have utlized langgraph coupled with various mcp server mounted of fastapi using fastmcp to create mutlifaceted application for healthcare vendor to make them understand more about their product performance and provide suggestions and strateg

2Data & Analytics

Local Seo Data

localseodata

MCP server for Local SEO Data. Gives AI assistants access to 42 local SEO tools.

2Data & Analytics

Dc Hub — Data Center Intelligence

azmartone67

Live data-center, grid, fiber & M&A intelligence for AI agents — 79 tools, 12,650+ facilities.

2Data & Analytics

MCP Search Analytics Server

dexter480

MCP server for GA and GSC data analysis

2Data & Analytics

Israel Health Data MCP Server

david-aftergut

MCP server providing access to Israeli Ministry of Health data dashboard APIs.

2Data & Analytics

price-watch

comparedge

MCP server: verified SaaS price-change history, watch-log for AI assistants, data by ComparEdge

1Data & Analytics

arXiv Search MCP Server

sodeyama

MCP server for searching arXiv academic papers with natural language queries

1Data & Analytics

Data Visualization MCP Server

Mavline

LLM-connected data visualization workflow using Vega-Lite.

1Data & Analytics

Hubspot-MCP 🤖

deezsecc

Streamlining the process of Integrating existing MCP server into a Hubspot Database

1Data & Analytics

Competitive Digital Intelligence

apifyforge

Competitive digital intelligence for AI agents — this MCP server delivers a full-spectrum analysis of any competitor's digital presence by orchestrating 8 specialist data sources in parallel. It is built for strategy teams, product managers, and AI-powered research workflows that

1Data & Analytics

Arxivloader MCP Server and Client

alihassanml

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.

1Data & Analytics

红圈CRM+ OpenApi MCP Server

summer88123

红圈OpenSDK MCP Server

1Data & Analytics

Pricing Data: SaaS, AI & LLM Cost API | ComparEdge

comparedge

Free REST API and MCP server for verified SaaS, AI, and LLM pricing across 490+ tools. OpenAPI 3.1, no API key.

1Data & Analytics

llm-cost

comparedge

MCP server: token cost math for LLM API calls, 69 models across 17 providers, prices verified by ComparEdge

1Data & Analytics

HubSpot MCP Server

NaorAIdeas

1Data & Analytics

mysql-mcp-pro

CCCT173

A production-grade MySQL MCP server with connection pooling, transactions, EXPLAIN analysis, CSV/JSON export, ER graph, audit log, and prompt templates. 25 tools included.

1Data & Analytics

Zendesk Mcp

michaelrice

Zendesk MCP server for Claude Code and other MCP clients

1Data & Analytics

📚 arXiv MCP Server

Tejas242

A streamlined Model Context Protocol server that connects AI assistants to arXiv's vast collection of academic papers. Search, analyze, and download research papers directly from your AI workflow.

1Data & Analytics

Intelica

teodorofodocrispin-cmyk

Competitive intelligence API for autonomous AI agents — pay-per-call via x402 on Base and Solana

1Data & Analytics

Investment Alternative Data

apifyforge

Investment alternative data intelligence — institutional 13F convergence, congressional trading alpha, macro regime classification, and innovation momentum scoring — delivered via the Model Context Protocol. Built for hedge funds, quant analysts, corporate strategy teams, and fam

1Data & Analytics

Climate Data Store (CDS) MCP Server

albertdow

An MCP server for working with ECWMF data catalogues

1Data & Analytics

Bullhorn CRM MCP Server by CData

CDataSoftware

This read-only MCP Server allows you to connect to Bullhorn CRM data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).

1Data & Analytics

Research MCP Server

h-yanagawa

1Data & Analytics

NewsAgent Data

newsagentdata

MCP server for the NewsAgent Data API — scored, classified Russian & English news intelligence for AI agents (Claude, Cursor, Cline).

1Data & Analytics

Pharma Pipeline Intelligence

apifyforge

Drug pipeline competitive intelligence for pharmaceutical companies, biotech investors, and medical affairs teams starts here. This MCP server orchestrates **7 live data sources** — ClinicalTrials.gov, FDA, EMA, USPTO, and PubMed — to produce a composite **Pipeline Threat Score (

Data & Analytics
D

Deep_research

Hajime-Y

Data & Analytics
YR

Youtube Research Mcp

lee-s-dev

YouTube MCP server — transcripts, comments & channel analysis as AI research source

Data & Analytics

ViralQuery

tfcbot

Get the top viral videos for mobile apps.

Data & Analytics

Sponsorable

sponsorable

Find brands that already sponsor podcasts like yours, then reveal the buyer to pitch—by name and email. Detected from 4M+ podcast sponsorships, updated daily.

Data & Analytics

Zendesk MCP Server KON

nicekon

이 프로젝트는 reminia/zendesk-mcp-server(https://github.com/reminia/zendesk-mcp-server) 를 포크하여 추가 기능과 개선사항을 추가한 버전입니다.

Data & Analytics

MCP Server: Demo

jubalm

Demo MCP Server build using Cloudflare MCPAgent Durable Objects and D1 database

Data & Analytics

Google Analytics Data API MCP Server

eno-graph

A MCP server for Google Analytics Data API

Data & Analytics
SD

Salesforce Data Cloud MCP Server by CData

CDataSoftware

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Salesforce Data Cloud (beta): https://www.cdata.com/download/download.aspx?sku=LRZK-V&type=beta

Data & Analytics

Docker 설정 가이드 - CRM MCP 서버

pamaybg

Data & Analytics

MCP Server Dataset Builder

wanghaisheng

Data & Analytics

Zendesk MCP Server

MCP-Mirror

Mirror of

Data & Analytics
SD

SG Data MCP

vdineshk

Real-time Singapore government data for AI agents. Weather forecasts, air quality (PSI/PM2.5), HDB carpark availability, and taxi supply. Free, no API key required.

Data & Analytics

Unhcr Data Portal

shahzadarain

A custom-built MCP (Model Context Protocol) server designed to streamline data access from data.unhcr.org. This server efficiently pulls structured humanitarian data from UNHCR’s public platform, enabling real-time integration with local systems, dashboards, and analytics pipelin

Data & Analytics
H

Hubspot

shinzo-labs

Data & Analytics

Pagos Data MCP Server

pagos-ai

Pago's Official MCP Server

Data & Analytics
AS

Arxiv Search Mcp Server

gavinHuang

arxiv search mkcp server for paper search

Data & Analytics
S—

SellOracle — Etsy Market Data for AI Agents

simonlin1212

Pre-computed Etsy market data for AI agents: a 0-100 Blue Ocean score per niche keyword (demand, saturation, concentration, freshness), niche reports, best sellers, top shops, and an Etsy fee/profit calculator. 14K+ scored niches refreshed weekly, every response carries a dataAsO

Data & Analytics

Jupyter MCP Server for Claude Desktop

harshitha-8

Jupyter MCP Server Jupyter MCP Server is an implementation of the Model Context Protocol (MCP) server that enables interaction with Jupyter notebooks running in any JupyterLab environment, including your local JupyterLab instance

Data & Analytics

Fiscal Data Mcp

QuantGeekDev

mcp server connected to us treasury data, built with mcp-framework

Data & Analytics

MCP servers to handle multimodal medical data

Ketansuhaas

Process and prepare your multimodal medical data with natural language!

Data & Analytics

mock-data-mcp

rhitune2

MCP server that generates mock data.

Data & Analytics
D

DataBR

igorpdev

Access comprehensive Brazilian data covering economic, legal, environmental, and public administration domains. Perform due diligence, market analysis, and compliance checks using official government sources and financial indicators. Streamline research for judicial processes, pu

Data & Analytics
MO

Mcp Open Data Hk

mcp-open-data-hk

This is an MCP (Model Context Protocol) server that provides access to data from [DATA.GOV.HK](https://data.gov.hk), the official open data portal of the Hong Kong government.

Data & Analytics

Salesforce MCP Server

ganeshnt

Data & Analytics
AD

Azure Data Lake Storage MCP Server by CData

CDataSoftware

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Azure Data Lake Storage (beta): https://www.cdata.com/download/download.aspx?sku=HDZK-V&type=beta

Data & Analytics

Libgen MCP

jmrplens

Keyless discovery across open-access sources — arXiv, Crossref, OpenLibrary, Gutenberg, dblp, PubMed, ERIC — plus search, reading and download links for books, papers and comics via Library Genesis. No account required.

Data & Analytics
DC

Data Compliance Mcp

OjasKord

Classify data safety before your agent stores or shares it. GDPR, HIPAA, PCI-DSS, CCPA compliance in one call. AI-powered PII detection.

Data & Analytics
SO

Saudi Open Data Mcp

raheb77

Saudi Open Data MCP provides a governed interface to approved official Saudi datasets through explicit connectors, typed normalization, registry-backed metadata, and snapshot-backed querying. It is designed for internal or evaluator-controlled use where source boundaries, determi

Data & Analytics
RQ

Research Quest: Scientific Discovery Platform

SaptaDey

Data & Analytics
LM

Lightdash Mcp

poddubnyoleg

MCP server for Lightdash analytics platform. Enables AI assistants like Claude to discover data, execute queries, create charts, and manage dashboards programmatically. Supports Lightdash Cloud and self-hosted instances.

Data & Analytics

Frequently asked questions

Common questions about MCP servers, tools, and integrations

1

What is an MCP server?

An MCP server is a program built on the Model Context Protocol that wraps a tool, data source, or API — like file access, a database, or web search — into a capability an AI assistant can discover and call.

2

How do I install an MCP server?

Every server's detail page includes ready-to-paste config snippets for Claude Desktop, Cursor, VS Code, and other common clients — most installs take just a couple of minutes.

3

Are MCP servers free to use?

Most servers listed here are free and open source. Some wrap third-party APIs (cloud services, paid data providers, etc.) that require your own API key or subscription.

4

What is the difference between local and remote MCP servers?

A local MCP server runs on your device and usually connects over stdio, giving you more direct control over data but requiring a runtime and installation. A remote MCP server is hosted by a provider and connects over HTTP, making setup easier while adding network and provider availability dependencies.

5

Which AI clients can connect to MCP servers?

Claude Desktop, Claude Code, Cursor, VS Code, Codex, and other AI clients that support the Model Context Protocol can connect to MCP servers. Configuration formats and supported transports vary by client.

6

How can I evaluate whether an MCP server is safe and reliable?

Review the source repository, maintenance activity, dependencies, requested permissions, and data-handling documentation before installation, and prefer official or trusted maintainers. Use least-privilege credentials for sensitive access such as files, databases, shells, and production systems.