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.
Discover awesome MCP servers.
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
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
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.
jubalm
Demo MCP Server build using Cloudflare MCPAgent Durable Objects and D1 database
MCP-Mirror
Mirror of
Dishant27
MCP server for interacting with Kaggle competitions
ABTdomain
DomainKits MCP Server - Domain intelligence tools for investors, brand managers, and researchers.
NexusX-MCP
MCP-Mirror
Mirror of
Yusful33
Dockerized Salesforce MCP Server for REST API integration
marcoeg
An MCP server to interact with data and run pipeline using Bauplan
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.
kshitijdesai99
I was facing issues with https://github.com/datalayer/jupyter-mcp-server
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).
Meerkats-Ai
hubspot-mcp-server typescript
elie
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.
scriptstar
"Data Engineering Tutor," providing personalized updates about Data Engineering concepts, patterns, and technologies to a connected AI client.
entropy-data
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.
SamYuan1990
This repo just collect arxiv paper with [arxiv_mcp_project](
apifyforge
Data center site selection intelligence, delivered as an MCP server your AI agent can call directly.
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
gavinHuang
arxiv search mkcp server for paper search
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
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
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.
AiondaDotCom
🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with Claude Desktop. Provides seamless OAuth authentication, universal CRUD operations on any Salesforce object.
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.
pamaybg
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.
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.
Joseph19820124
MCP (Model Context Protocol) Server 研究文档和实用指南
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].
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.
vlln
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.
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.
MCP-Mirror
Mirror of
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.
Rakesh-infosrc
Integrate mcp-server-airflow to Open Web UI
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.
M-Abdelmegeed
MCP server for Egyptian Exchange (EGX) stock tools
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).
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
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
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.
Joseph19820124
Research on Make.com Model Context Protocol (MCP) server integration with Claude and GitHub MCP server setup
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.
vduquette
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
LindseyyyLi
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.
CCCpan
MCP Server for Chinese data verification - identity, enterprise, vehicle, OCR & risk assessment. 10 tools covering 5 categories.
npmjs
Real Estate Data MCP Server
tleguen833
Basic arXiv MCP server
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
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
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
Common questions about MCP servers, tools, and integrations
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.
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.
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.
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.
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.
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.