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MCP SVG to Font

omy13

🎨 MCP Server that converts SVG icons into web fonts with CSS and TypeScript support. Generate icon fonts from directories of SVG files.

Other

mcp-code-guidance

JavaPentesters

这是一个使用 Python 语言从 0 到 1 搭建 MCP server 的代码学习教程

Developer Tools

CSV Analyzer MCP Server

juanmaalt

Data & Analytics
FM

Fraxlend Mcp Server

IQAIcom

This is a Model Context Protocol (MCP) server to interact with the Fraxlend platform. It allows MCP-compatible clients (like AI assistants, IDE extensions, or custom applications) to access Fraxlend functionalities such as viewing lending statistics, lending, borrowing, adding/re

Other

Building a Remote MCP Server on Cloudflare (Without Auth)

crocodile

Developer Tools

Building a Remote MCP Server on Cloudflare (Without Auth)

zackgilbert

Developer Tools
AC

Act CRM 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 Act CRM (beta): https://www.cdata.com/download/download.aspx?sku=FTZK-V&type=beta

Data & Analytics
2

2344

comet-ml

Other

MCP-Server

21520894

doing something with MCP server

Other
RE

Realtime Exchange Rate Mcp

cahthuranag

Live currency exchange rates, historical FX data, and multi-currency lookups for Claude Code, Cursor, Claude Desktop, and Windsurf. Real-time mid-market rates across 160+ currencies — sourced from Reuters/Refinitiv interbank feeds.

Developer Tools
PM

Periskop MCP, Product Discovery For AI Agents

Periskop-ai

Periskop is an agent-native product-discovery layer for the open merchant web. One MCP/API call turns a natural-language shopping intent into structured, ranked product results:best picks, alternatives, bundles, prices, and working merchant links, from across independent stores.

Other

Vietnam Invoice

junter1989k-ai

Issue Vietnam e-invoices (hoa don dien tu) via your MISA meInvoice account — create, sign merchant-side, publish, query. Stateless BYO

AI Documentation & Guru Knowledge MCP Server

LaserFocused-ee

MCP server for providing documentation to Claude

Memory & Knowledge

MCP Server IIS

dotnet-demos

Model Context Protocol Server for IIS web server management

Other

dockerized-mcpaper-server

LeoMainini

Other
OF

Openclaw Fcma

MohitDhawane

6-tier AI memory system with 28 MCP tools — episodic memory, knowledge graphs, document storage, session ledger, auth & GDP 6-tier AI memory system with 28 MCP tools — episodic memory, knowledge graphs, document storage, session ledger, auth & GDPR complianceR compliance

Memory & Knowledge

hello-world-test-4

terraform-check-001

Created via custom MCP server

Developer Tools

WordPress MCP Server

rmcendarfer2017

A Machine Communication Protocol (MCP) server for publishing content to WordPress sites

Other

mcp-server-scikit-learn: MCP server for Scikit-learn

shibuiwilliam

Other

Support Inbox Agent

sitespeakai

A Claude Code skill that does the first pass on a customer support inbox via MCP: classifies new threads (urgent / prospect / noise), investigates bug reports against error trackers and the codebase, then drafts replies

AI & Agents
P—

PixelVault — Compliance-Cleared AI Asset Search and Licensing

npmjs

PixelVault — Compliance-Cleared AI Asset Search and Licensing

Search
WM

Wekan Mcp

namar0x0309

MCP server for https://github.com/wekan/wekan!

Other

MCP Notion Server

osaken55

Memory & Knowledge
G

GetIpInfo

StanLee12

get ip information by ip address

Other

Custom MCP Server with Enhanced Tools

suh4s

Other

Linkerd2 MCP

eli-nomasec

An MCP server over the Linkerd2 Proxy API

Other

AI Sticky Notes MCP Server

pi-prakhar

Memory & Knowledge
ME

Microsoft Excel 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 Microsoft Excel (beta)](https://www.cdata.com/download/download.aspx?sku=RXZK-V&type=beta).

Other

Todo MCP Server

imsaar

A simple todo model context protocol (mcp) server

Productivity

DigitalOcean MCP Server

dhij

Other
CR

Content Repurposer Mcp

As-The-Geek-Learns

Repurpose any content into Twitter threads, LinkedIn posts, Substack notes, email newsletters, and video scripts.

Other

mcp_repo_c11db53a

sanskarmk

This is a test repository created by test script of MCP Server for GitHub

Version Control

Hacker News Trending — hosted on Cloudflare Workers (HTTP + npm stdio)

guptaprakhariitr

MCP server for hn-trending-mcp — see README

Cloud & Infrastructure

sbb-mcp

grll

an mcp server to interact with SBB.ch

Other
BM

Baixiaoying Mcp Server(全球最强医疗循证模型、可信医疗内容搜索)

baichuan-inc

百川智能发布的基于全球最强医疗增强模型Baichuan M3 Plus构建的MCP Server,全网第一批完整支持MCP APPs协议,提供可视化的回答内容,体验完全对标百川官方严肃医疗 APP 百小应。

Other

MCP Server For Garak LLM Vulnerability Scanner

EdenYavin

MCP Server for using Garak LLM vulnerability scanner

AI & Agents

ICICI Direct MCP Server

nicodishanthj

learning

Other

🎓 Canvas LMS MCP Server 🎓

MisterCommand

MCP server for accessing the Canvas LMS for students

Other

Aviation Stack MCP

mohitatust

This is a mcp server for aviationstack flight APIs

Other

google-adk-mcp

nikhilpurwant

Using Google ADK with and MCP server written for the repair_world_application

Other

README

Indigo-Coder-github

MCP server to provide weather forecast in South Korea

Memory & Knowledge

Symbol Model Context Protocol (MCP)

husqvaluna

Spiking - Symbol MCP Server.

Other
MS

Mcp Server For Stock And Crypto

aahl

Finance & Commerce

Advanced PocketBase MCP Server

MCP-Mirror

Mirror of

Other

MCP Security Scans

mcp-research

Research project by

Developer Tools

vlang-mcp-server

lacolaco

Just for learning

Other

M3X — Private Pool Matching for AI Agents

Brano80

Connect any AI agent to M3X, the private matching protocol for agent-to-agent deal flow. Agents post structured intents, M3X semantically matches them, and identity is only revealed after both sides accept. No public browse, no scraped data.

Other

Memgen MCP Server

sint-ai

Media & Design

MCP-dump

Jayanth-MKV

Dump of all the MCP (model context protocol) servers

Other

MCP Server - Image

IA-Programming

## MCP-Images Looking for a powerful image processing server? MCP Server-Image provides enterprise-grade image handling with just a few lines of code. Perfect for AI applications, web services, and data processing pipelines. [Get Started](#installation) | [Support Us](

Media & Design

engpass.radar

brainbytes-dev

Swiss medication shortage data for Switzerland. 8 tools: search shortages, find alternatives, check ATC groups, company profiles, weekly summary. Data from drugshortage.ch, BWL, and Spitalpharmazie USB. Free tier included.

Other
SM

Simplified MCP Server

celeryhq

A Model Context Protocol (MCP) server that provides seamless integration between Claude, Cursor, Kiro ( and other MCP supported platforms) and Simplified's API. This server enables LLMs to interact with Simplified's services through standardized MCP tools, allowing for social med

Developer Tools
TP

trustboost Pii Sanitizer

teodorofodocrispin-cmyk

Sanitize PII from text before it reaches LLMs. Redacts emails, phone numbers, national IDs, private keys, and financial data. Supports EN, ES (LATAM), PT (BR/PT), DE, JA. No authentication required — single POST request. Try free: tx_hash=TRIAL

AI & Agents

CoreDash. Real User Monitoring for Core Web Vitals

corewebvitals

Query LCP, INP, and CLS field data from real visitors. Three tools: get_metrics, get_timeseries, get_histogram. Filter and group by device, country, page path, browser, OS, and 20+ dimensions. All data is real user monitoring (RUM) at the p75 percentile, the standard Google uses

Developer Tools

ikas MCP Server

atapinar

Other

MCP Standard Server

Mokuichi147

Minimum requirements for LLM

Other

🚀 Luno MCP Server - FastMCP 2.0

amanasmuei

mcp server for luno

Other

Coding Standards MCP Server

ggerve

MCP Server for Coding Standards - providing standardized coding guidelines and best practices

Other

BigQuery MCP Server

MCP-Mirror

Mirror of

Databases

Lenspr

kyrylopr

Code intelligence MCP server that makes AI coding safer. Builds a dependency graph of your entire codebase so Claude, Cursor, or any MCP client knows what breaks before making changes. 60+ tools for impact analysis, health scoring, dead code detection, and architecture enforcemen

Developer Tools

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.