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GD

Google Data Catalog 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 Google Data Catalog (beta): https://www.cdata.com/download/download.aspx?sku=HGZK-V&type=beta

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Agent Runway

Ashaw19

MCP server for Canadian real estate agents. 16 read-only tools covering transactions, pipeline deals, CRM clients, expenses, mileage tracking, income forecasts, Runway Score (business health grade), and Canadian income tax estimates for all 13 provinces/territories. Streamable HT

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Normi — French Real Estate Data (DVF)

NormiHQ

Access 17M+ geocoded French property transactions (DVF) via MCP. Search properties, get market stats, find comparables, track price trends, compare neighborhoods, and generate heatmaps. Data from 2014 to present, updated semi-annually.

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MCP Server: Demo

jubalm

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

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AI Customer Support Bot - MCP Server

MCP-Mirror

Mirror of

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Kaggle MCP Server

Dishant27

MCP server for interacting with Kaggle competitions

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Domainkits

ABTdomain

DomainKits MCP Server - Domain intelligence tools for investors, brand managers, and researchers.

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Data MCP Server

NexusX-MCP

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Code Research MCP Server

MCP-Mirror

Mirror of

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Dockerized Salesforce MCP Server

Yusful33

Dockerized Salesforce MCP Server for REST API integration

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mcp-bauplan

marcoeg

An MCP server to interact with data and run pipeline using Bauplan

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Hsh Data On Demand

hshintelligence

Pay-per-call live company intelligence for AI agents via x402 (USDC on Base). No signup, no API key — name a company, get fresh data instantly.

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Robust new jupyter server

kshitijdesai99

I was facing issues with https://github.com/datalayer/jupyter-mcp-server

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Ko Financial Data

SharpLu

Real SEC, 13F, insider, congress & macro data your AI agent can cite. 24 tools — institutional holdings, insider & congress trades, spot-Bitcoin-ETF ownership, financials, and Treasury/Fed/BLS macro. Hosted Streamable HTTP, free tier (200 calls/day).

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HubSpot MCP Server

Meerkats-Ai

hubspot-mcp-server typescript

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MCP Research Server

elie

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Lumenore Mcp

Lumenore-Platform

A Model Context Protocol (MCP) server that provides AI assistants with access to Lumenore's analytics and natural language query capabilities. Built with FastMCP and Python 3.13 for scalable data analytics integration.

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Data Engineering Tutor MCP Server

scriptstar

"Data Engineering Tutor," providing personalized updates about Data Engineering concepts, patterns, and technologies to a connected AI client.

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DP

Data Product Mcp

entropy-data

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Signalmelo Mcp

carter-wzq

A lightweight BYOK MCP server for Reddit community signal analysis. It returns structured outputs for What Users Like, What Users Don't Like, and Competitors Users Mention from Reddit discussions.

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ArxivAutoJob

SamYuan1990

This repo just collect arxiv paper with [arxiv_mcp_project](

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Data Center Siting Intelligence

apifyforge

Data center site selection intelligence, delivered as an MCP server your AI agent can call directly.

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SR

SaSame Research

shigeki7777

Free AI research/OCR + agent-economy discovery tools (120+ tools, no-auth), includes engage_sasame to commission SaSame to build MCP/Claude/RAG/agents, full deliverables pay-per-call via x402

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AS

Arxiv Search Mcp Server

gavinHuang

arxiv search mkcp server for paper search

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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

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Quorel - Web Data MCP

var-raphael

Quorel turns any public website into a versioned, queryable API. Define a schema once in plain English, and Quorel extracts, structures, and refreshes the data nightly, full version history, diffs, and rollback included. The MCP server lets Claude or any agent browse datasets, qu

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PA

Phos Analytics Engine

ae

Sales analytics and forecasting platform. 7 MCP tools for uploading sales data, running analyses, generating forecasts, and scenario modeling. Split architecture: analytics on API server, forecasting on Modal serverless GPU.

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MCP Salesforce Server

AiondaDotCom

🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with Claude Desktop. Provides seamless OAuth authentication, universal CRUD operations on any Salesforce object.

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CG

Clavio Global Data Resolver

y-yahiaoui1406

Real-time data resolver for autonomous agents. 1M+ endpoints covering 200 countries, 169k cities, economic indicators, FX, weather, biodiversity, seismic data. Africa/MENA depth. x402 payments on Base Mainnet.

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Docker 설정 가이드 - CRM MCP 서버

pamaybg

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TehProf Support

ilay25-coder

MCP server for AI-powered helpdesk management. 28 tools for tickets, knowledge base, analytics, automation, and Bitrix24 CRM. Free tier with 9 tools available without authentication.

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Academic Commercialization Pipeline

apifyforge

Academic commercialization intelligence for AI agents via the Model Context Protocol. This MCP server orchestrates 8 academic and patent data sources — OpenAlex, Semantic Scholar, ArXiv, USPTO, EPO, NIH Grants, Grants.gov, and ClinicalTrials.

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MCP Server 研究文档和实用指南

Joseph19820124

MCP (Model Context Protocol) Server 研究文档和实用指南

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makeup.land

edwinux

Israeli professional cosmetics retailer. MCP server exposes ΔE-ranked shade matching, customer wallet lookup, cart and order tools, and gift-card validation. Catalog tools work anonymously; customer-data tools require a bearer token issued via [email protected].

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Indiamart Lead Manager

Techmatic-sys

Connect Claude AI to your IndiaMART seller account. Fetch, search, sync and manage buyer leads using natural language. Includes pipeline tracking, notes, analytics, CSV export and draft replies. Supports Claude Desktop, Claude Code and OpenClaw.

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PF

Pdf(paper) Figures Extraction Mcp Serever

vlln

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Franchise Due Diligence

apifyforge

Franchise due diligence research inside any MCP-compatible AI client — one tool call delivers franchisor health scores, complaint trajectories, market saturation analysis, corporate structure investigation, and investment verdicts drawn from 8 parallel data sources.

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Paper Search Mcp

openags

A Model Context Protocol (MCP) server for searching and downloading academic papers from multiple sources, including arXiv, PubMed, bioRxiv, and Sci-Hub (optional). Designed for seamless integration with large language models like Claude Desktop.

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airflow-mcp-server: An MCP Server for controlling Airflow

MCP-Mirror

Mirror of

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Web Dev Tools — Email, IP, URL, Sentiment, QR, Random Data

easysolutions906

Web and data tools for AI agents. Validate emails, geolocate IPs, scrape URL metadata, analyze text sentiment, generate QR codes, and create random test data. 11 tools in one server.

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AirTrack

Rakesh-infosrc

Integrate mcp-server-airflow to Open Web UI

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Indeed Skills

nikhonit

Agent skills for live Indeed job postings data. Search roles, salaries, and descriptions from Claude, ChatGPT, Cursor, or any agent loop via the RolesAPI REST API.

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EGX-Data-MCP-Server

M-Abdelmegeed

MCP server for Egyptian Exchange (EGX) stock tools

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CF

CSV Files 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 CSV Files (beta)](https://www.cdata.com/download/download.aspx?sku=RVZK-V&type=beta).

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Langfuse MCP

therealsachin

Production-ready Langfuse MCP Server with 28 tools for LLM analytics, cost monitoring, and dataset management. Features secure dual-mode operation (readonly & readwrite), real-time cost analysis, trace debugging, and comprehensive usage insights. Deploy instantly with npx for sea

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SE

Salesforce Einstein 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 Einstein (beta): https://www.cdata.com/download/download.aspx?sku=ZK-V&type=beta

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.

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Make.com MCP Server 研究报告

Joseph19820124

Research on Make.com Model Context Protocol (MCP) server integration with Claude and GitHub MCP server setup

Data & Analytics
LM

Live Marketing Data Mcp

AR2OUR

Connect Claude, Cursor, Windsurf and other AI assistants directly to your live Meta Ads, Google Analytics 4, and Google Search Console accounts. Ask natural language questions and get real answers from your actual data — no CSV exports, no tab switching.

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Toronto Open Data MCP Server

vduquette

Data & Analytics
EA

eBay Analytics 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 eBay Analytics (beta): https://www.cdata.com/download/download.aspx?sku=JJZK-V&type=beta

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MCP-Server for Data Analysis

LindseyyyLi

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HelloGrowth CRM MCP

MeruLocal

HelloGrowth CRM MCP is an AI-powered CRM integration platform that enables secure AI access to CRM data, lead and customer management, deal tracking, task automation, and business workflow orchestration through a standardized MCP interface.

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DV

Data Verify Mcp

CCCpan

MCP Server for Chinese data verification - identity, enterprise, vehicle, OCR & risk assessment. 10 tools covering 5 categories.

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RE

Real Estate Data MCP Server

npmjs

Real Estate Data MCP Server

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arxiv-mcp-server

tleguen833

Basic arXiv MCP server

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ArXiv MCP Server

MCP-Mirror

Mirror of

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Umami Analytics MCP Server

MCP-Mirror

Mirror of

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Peliqan

peliqan-io

Peliqan is an all-in-one data platform with ETL and built-in data warehouse. The Peliqan MCP server allows you to connect to all your business applications to query data, ask analytical questions on your data etc. Use Peliqan to expose your SaaS business applications via MCP and

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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

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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.