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.
qianyue2504
jasona7
A MCP Server with tools for interfacing with Discussions on Github
gecBurton
delete me
huangyixin447
有关qq邮箱的mcp服务,可以实现读取邮件,发送邮件
embeddedlayers
MCP server for data analytics — upload CSV files or connect Shopify, Stripe, GA4, and Search Console. 50+ statistical and ML tools including regression, clustering, time series, hypothesis testing, and customer analytics. Semantic tool discovery matches your question to the right
cmer81
Open-Meteo MCP Server - A comprehensive Model Context Protocol server that provides AI models with complete access to Open-Meteo's free weather API. Get real-time weather forecasts, historical climate data, air quality information, marine conditions, and seasonal projections thro
reuvenaor
Programmatic access to the Israeli Central Bureau of Statistics (CBS) price indices and economic data. Built with TypeScript, this server offers 9 comprehensive tools for retrieving, analyzing, and calculating Israeli economic statistics.
alekenov
Test repository created using GitHub MCP server
jayessdeesea
shivam37483
MCP-Mirror
Mirror of
eliaskress
MCP server for reconciling Stripe and bank data. AI agents can analyze transactions, detect mismatches, and generate financial insights via the Flowcheck API.
wo-woo
manticoresoftware
MCP server for Manticore Search — enables AI assistants to query and manage Manticore Search databases directly. Supports full-text search, KNN vector search, fuzzy search, and real-time data access.
mesh-hq
crony-io
An MCP (Model Context Protocol) server that generates advanced mock 2D PNG assets for games prototypes — directly from any MCP-compatible AI client such as Claude Desktop.
thanhvinh199700
fzthiait-ai
rhitune2
MCP server that generates mock data.
khuongpham1995
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 SAP SuccessFactors (beta)](https://www.cdata.com/download/download.aspx?sku=GBZK-V&type=beta).
peakacom
MCP Server Implementation for Peaka
tanaikech
This text introduces the Model Context Protocol (MCP) for AI interaction, exploring Google Apps Script (GAS) as a server option. It shows feasibility with a sample but notes the lack of a GAS SDK, aiming to encourage understanding and development.
antonkulaga
MCP server for token metrics
chiefnamingofficer
A learning project for MCP server integration, between eventcatalog.io and cursor.
Alexander-Nestor-Bergmann
A template for how to build an MCP server
hypeprinter007-stack
Fused crypto trading signals — sentiment, macro regime, and market structure in one call
m2rads
e2e mcp server to automate validating your ai generated code
CrowdStrike
Connects AI agents with the CrowdStrike Falcon platform for intelligent security analysis, providing programmatic access to detections, incidents, behaviors, threat intelligence, hosts, vulnerabilities, and identity protection capabilities.
arendtio
MCP server to write to the Wayland clipboard via wl-copy.
Aident-AI
Use Aident Loadout to connect your AI agents to 1,000+ real-world apps and tools like Gmail, Slack, Linear, Notion, Firecrawl, and Fal, unlock 27,000+ executable actions, and track full audit history so your agents can get real work done reliably.
NeuraLegion
Bright's MCP repo with relevant docs
0xYx
Cross-market (US/JP/KR) financial data over MCP — financials, segments, ownership, valuation metrics & prices, every value traceable to its source filing. 18 tools; one API key works for both REST and MCP.
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 Outreach.io (beta): https://www.cdata.com/download/download.aspx?sku=KRZK-V&type=beta
danfmaia
Redtri-git
Connect your LLM to Amazon’s product catalog and display real-time results directly in chat. Easily browse, compare, and buy products — all inside your AI agent, chatbot, or tool.
PyneSys
An MCP server that enables AI agents to persistently store and retrieve project information from a memory file.
junter1989k-ai
npmjs
Real Estate Data MCP Server
MCP-Mirror
Mirror of
AndyLu666
Server for EDA Tools, Duke University
Wynelson94
Lossless local memory for Claude Code. The full, unabbreviated version. Every tool call, every file edit, every thinking block — stored verbatim on your machine. Persistent memory without tokens.
Remoder
mouadenna
dedicated isolated environment for your AI agent
fiatgrowth
An MCP server for AI agents that provides access to curated financial product data. Search, compare, and get personalized recommendations across savings accounts, credit cards, personal loans, budgeting apps, and earning products. 21 tools, 54+ products across 11 categories. Buil
tredict-com
Official MCP server for Tredict. Analyse activities, determine capacity values, build structured training plans and sync workouts directly to your sports watch.
futurebrowser
schoolonair2022
Repository thử nghiệm để kiểm tra MCP server
alontu
tlemmons
A shared memory and coordination server for multiple AI coding agents, built on the Model Context Protocol
poeticguy
lmwharton
AI-powered startup due diligence. Screen any company across 7 IMPACT-X dimensions (Team, Market, Product, Advantage, Commerce, Traction, X-Factor) and get a quantified Sieve Score (0-140) with a Take Meeting / Pass / Need More Info recommendation. From company name to investment
shuji-bonji
An MCP (Model Context Protocol) server specialized in deciphering PDF internal structures.
ricardopera
A TypeScript-based MCP server for generating custom images and icons using AI (GPT Image 1). It supports output formats including .png, .svg, .ico, and others. Designed for seamless integration with Vibe Coding, enabling on-demand visual asset creation for your projects.
sebi5000
MCP-Server for connecting Enterprise functionality such as SAP or Salesforce Integration
sF1nX
MCP adapter for x402station.io — infrastructure for x402 agentic
SERPHouse
The SERPHouse MCP server provides AI systems seamless, scalable access to real-time SERP data via the Model Context Protocol
FactoriumNetwork
AI attestation marketplace. Query verified computation results, buy attestations, post bounties. 12 MCP tools including query, purchase, submit attestation, register verifier, deposit, withdraw.
c1ngular
实时领略丽江玉龙雪山的壮美风光 — 通过多个绝美视角呈现的直播图片、延时视频及最新天气信息。不论是规划行程,还是静赏自然美景,都再合适不过。
grahamnotgrant
Connect Claude to your Blacksmith CI data. Query workflow runs, analyze test failures, detect flaky tests, compare test regressions between branches, and monitor usage—all through natural conversation. Features 21 tools including test analytics, cache stats, and log search. Zero-
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.