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Code Runner MCP Server for VS Code

formulahendry

Zero setup to use Code Runner MCP Server in VS Code for running code snippet and show the result.

Developer Tools

python-docs-server MCP Server

AnuragRai017

Memory & Knowledge

Gitingest-MCP

opengig

Other

MCP Server for Spanner

k65miyazakiy

Other
HM

Habitica Mcp Server

iBreaker

A Model Context Protocol (MCP) server that lets AI assistants seamlessly interact with the Habitica API – create tasks, track habits, raise pets and enjoy gamified productivity.

Other

go-mcp-mysql

optimisticdur

Zero burden, ready-to-use Model Context Protocol (MCP) server for interacting with MySQL and automation. No Node.js or Python environment needed. mcp, mcp-server, model-context-protocol, mysql

Databases

Orchestkit Docs MCP

yonatangross

OrchestKit Docs MCP — read-only MCP server for the OrchestKit Claude Code plugin docs: full-text search + Markdown page fetch. Streamable-HTTP, no auth, no API key.

Developer Tools

Bun Documentation MCP

ghoulr

A MCP server that provides Bun documentation to AI assistants. This enables your AI to access up-to-date Bun documentation and provide accurate guidance on Bun APIs.

Memory & Knowledge

Building a Remote MCP Server on Cloudflare (Without Auth)

WaltXin

Developer Tools

AI Model Governance

apifyforge

AI model governance intelligence for AI agents, compliance teams, and legal counsel — delivered via the Model Context Protocol.

Other

Pieces MCP Net

jimbobbennett

An MCP server to interact with Pieces LTM

Other
HJ

HAN JIE

hedge-dev

123123

Other
JM

Joern MCP

Lekssays

A Model Context Protocol (MCP) server that provides AI assistants with static code analysis capabilities using Joern's Code Property Graph (CPG) technology.

Other

mcp-github-cli

michaelneale

a MCP server for github using the GH cli under the covers

Developer Tools

MCP Weather Server

AbeTavarez

Media & Design

MCP_Server

PirateWarrior

Other

MCP NLX Node.js Server

nlxai

Other
UP

Uuid Provider

tanker327

Other

Mcp Langchain Server

sanjeetkumaritoutlook-user

AI & Agents

spoken-mcp – Multilingual voice interface for Claude Desktop via ElevenLabs

leszini

Spoken-mcp is a voice interface for the Claude Desktop app. It consists of two components: an MCP TTS server that lets Claude speak responses aloud via ElevenLabs, and an STT companion app that transcribes your speech and pastes it into Claude's input field. Supports three input

AI & Agents
MA

mcp-adjust

bitscorp-mcp

Adjust Reporting API

Other

my-mcp-server

zaruous

Other

SSE微信小程序

shareAI-lab

通过SSE的方式实现小程序对MCP Server调用的chatbox,包含一个MCP Client的部署与分享

Other

mcp-imagen-server

MASAKASUNO1

mcp server for use when you want to make images casually. fal.ai and a very cheap hall of fame is also possible!

Other

MCP Server for Node.js API Documentation

snyk-labs

MCP Server for the Node.js API documentation

Memory & Knowledge

A Swedish Monetary‑Policy Data MCP Server

aerugo

An MCP Server for Riksbank data (monetary policy, SWEA, SWESTR)

Data & Analytics
O

Openocean

openocean-finance

An MCP server for executing token swaps across multiple decentralized exchanges using OpenOcean's aggregation API.

Other

Mockmcp

K-Cupples

Hosted MCP endpoint that returns realistic fake data for prototyping agents. Paste one URL into Claude Code, Cursor, or Claude Desktop — 12 pre-built tools covering users, products, orders, events, email, and knowledge base search. No signup, no config, no auth. Built for develop

Developer Tools

Keycloak MCP Server

ChristophEnglisch

MCP server implementation for Keycloak user management. Enables AI-powered administration of Keycloak users and realms through the Model Context Protocol (MCP). Seamlessly integrates with Claude Desktop and other MCP clients for automated user operations.

Other

🧮 MCP - Model Context Protocol for Newton Mathematics |

Santia-Gonzalez

Easy implementation for an MCP server

Other

Typefully MCP Server

pepuscz

MCP server for Typefully service

Other
TM

Test Mcp

ooi18

Developer Tools

MCP Server (mcp-tools)

danfmaia

Other

Image Generator MCP Server

rmcendarfer2017

MCP server that connects to Replicate image generation api - example to connect to Windsurfer

Media & Design

Google Scholar MCP Server

shiwenbin1617

Other

Selenium MCP

fbettag

Browser Automation

Housekeep MCP example

mrmikardo

Housekeep MCP server deployed to Netlify

Cloud & Infrastructure

Rhino-MCP-Server

hanlinyuanexplosivescholar

Other

Memory MCP Server

LucienBrule

MCP Memory Server - Qdrant

Memory & Knowledge

Burnish Example Server

danfking

Description: Showcase MCP server for the Burnish Explorer — 34 tools across a fictional consulting company (projects, clients, team members, tasks, incidents, orders) demonstrating every rendering path: cards, tables, charts, stat bars, pipelines, and multi-section dashboards. In

Other

Freqtrade Test Repository

GlennCoCo97

Test repository for MCP server functionality

Developer Tools

Rundeck MCP Server

vanisoul

Other

System Resource Monitor

abhinav7895

Other

analog-circuit-simulate-mcp-server

abelzhao

the mcp server to run circuit simulation with ngspice

Other
P

PDFGate

pdfgate

Other
RR

Redfin Real Estate MCP Server

npmjs

Redfin Real Estate MCP Server

Other

Hedera MCP Server

hashgraph-online

Other

Langchain4j APP MCP HOST/Client For Spring boot MCP server

thrkrdk

Model Context Protocol: Client application with Langchain4j for spring boot ai mcp server

Other
MF

MCP For Azure DevOps Boards

danielealbano

MCP server for the Azure DevOps Boards

Cloud & Infrastructure

AtoA

Amelia-AtoA

Time is money. We help you save both. Accept Pay by Bank and card payments via one payment platform, with faster settlement, lower fees, and simpler financial operations

Finance & Commerce

MCP Server for Up-to-Date Library Documentation

AmirUpSkill

Memory & Knowledge

US Stock Data MCP Server

mingyaw

Finance & Commerce

Meridian Edge — Prediction Market Consensus Data

meridian-edge

Query real-time prediction market consensus data from Claude and AI agents. Aggregated probabilities from multiple regulated prediction markets, updated every 10 minutes. 5 tools: get_consensus, get_opportunities, get_signals, get_markets, get_settlements. Coverage: NBA, NFL, MLB

Data & Analytics

Weather CLI App

aryankarn

A weather MCP server that provides weather alerts and forecasts using the National Weather Service API

Media & Design

MCP Client-Server Sandbox for LLM Augmentation

tmcarmichael

Complete sandbox for augmenting LLM inference (local or cloud) with MCP Client-Server. Low friction testbed for MCP Server validation and agentic evaluation.

AI & Agents

Conxt Memory Layer

pgavali0318

Persistent AI memory layer for developers. Stores decisions, coding rules, preferences, tool choices, and workflows across Claude, ChatGPT, Gemini, Cursor, and Windsurf. 8 MCP tools including get_context, add_memory, search_decisions, and team workspaces. Never re-explain your st

AI & Agents

mcp-server-yahoo-finance MCP server

wrale

MCP Server for Yahoo Finance (STATUS: PRE-ALPHA)

Finance & Commerce
MP

Mcp Python Refactoring

slamer59

Educational Python refactoring assistant with guided suggestions for AI assistants

Other

rippr

mrslbt

Rip any YouTube transcript. Clean text, structured JSON, or Markdown for AI agents.

Other

bun-mcp-sse-transport

tigranbs

Bun Server Transport implementation for MCP - MCP SSE

Other

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.