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.
apifyforge
Technology convergence disruption intelligence — quantified across 14 live data sources and eight statistical models — now available as a Model Context Protocol server your AI agent calls directly.
u3588064
To teach LLM Agents understand workflows with PSR.exe's hmt.
MCP-Mirror
Mirror of
JakePartusch
bloobglob
MCP Server to retrieve relevant information from HOA documents
xavieryang007
紫微斗数排盘
cg-zhou
mohdhaji87
renancavichi
Este projeto é um experimento de utilização e testes de um servidor MCP (Model Context Protocol).
Jdchjq
kakarot-dev
Simulate hundreds of AI agents to predict how communities react to events and policies. Upload any document (PDF, Markdown, text) and DeepMiro spawns a diverse swarm of AI agents that debate, share, and form opinions — then delivers a calibrated prediction report. Free and open-s
arqady01
JavanShen
MCP Server for Alist
bgaze
SnapStack pipes browser screenshots into any MCP-capable LLM client, 100% locally.
metapox
VOICEVOX MCP Server - Model Context Protocol server for VOICEVOX text-to-speech synthesis
HBarefoot
Engram is a production-ready memory system that gives AI agents persistent, searchable memory across conversations. Think of it as SQLite for agent state - simple, fast, and reliable.
revit-mcp
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
atomadictech
Formally verified AI safety APIs for autonomous agents. 75+ endpoints, x402 USDC micropayments, MCP server, A2A protocol. No signup required.
dkremsa
Charter Boats MCP server for ChatGPT Apps and AI assistants
onwardplatforms
A simple example MCP server that demonstrates basic tool implementation with hello and goodbye functionality
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 Presto (beta)](https://www.cdata.com/download/download.aspx?sku=ORZK-V&type=beta).
imgwho
ai generate tableau file
Jakedismo
🎯 Overview
msaelices
FDU Utils
anton-mcquinn
An MCP server for Strava users
bader1919
MCP Server for N8N API integration with Claude and other LLMs
fugle-dev
MiguelAngelGutierrezMaya
This project build a local mcp server to fetch weather
ninilang
created from MCP server demo
IndigoProtocol
MCP server for the Cardano blockchain — exposes on-chain queries, address lookups, transaction history, token metadata, stake pool info, and network parameters to LLM agents.
Sharmarajnish
jacksenechal
scan-mcp offers a robust and minimal MCP server designed for efficient document scanning on Linux systems. It simplifies image capture from scanners, supporting advanced features like Automatic Document Feeder (ADF), duplex scanning, and specific page sizing. The tool intelligent
mpawlikcreatio
mcp server for personal use
twinic
configure mcp servers directly from prompt
deployhq
MCP server for DeployHQ that enables AI assistants to manage deployments. Provides 7 tools: list projects, get project details, list servers, list/get deployments, get deployment logs for debugging, and create new deployments. Works via npx with no installation required. Supports
JuanLadeira
Learning how to build mcp-servers to connect in llms via langchain
hsearcy
Pantry Aide runs the whole meal-plan-to-checkout flow from your AI assistant. Generate a weekly meal plan from your recipes, build a pantry-aware shopping list that skips items you already have, then push it to a live Kroger cart or an Instacart link. Remote MCP server (Streamabl
ThinkInAI-Hackathon
A Python MCP server for Bluetooth Low Energy (BLE) Heart Rate Monitoring. Connects to BLE HRM devices, monitors heart rate, and provides tools for heart rate data analysis and visualization.
WhileBug
DAVIDMATHIAS
qso-graph
MCP server for WSPR (Weak Signal Propagation Reporter) beacon data — live spots, callsign activity, per-band activity, longest paths, and grid-to-grid propagation analysis through any MCP-compatible AI assistant.
AbdelStark
Starknet MCP server.
SoapyRED
17 free freight tools for AI agents — LDM/CBM/chargeable weight calculators, consignment calculator, pallet fitting, container capacity, ULD reference, vehicle types, ADR dangerous goods (2,939 entries), ADR exemption & LQ/EQ, HS codes (6,940), UK duty/VAT (live GOV.UK), INCOTERM
XWeaponX7
8 running tools for AI agents — 86 calculators, marathon data,
Abhigyan-Shekhar
Here is a description you can use:
qinisolabs
Verified IBAN, payment card, ISBN-13 and VIN validation for AI agents — runs the real checksum algorithms (mod-97, Luhn, mod-10, ISO 3779) instead of letting the model guess, and returns structured results with clear errors.
ttjslbz001
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 Salesloft (beta): https://www.cdata.com/download/download.aspx?sku=KBZK-V&type=beta
netfluid-dev
The Netfluid skill provides AI agents with comprehensive banking and cryptocurrency wallet operations. It enables agents to manage fiat and crypto accounts, perform transfers, create payment bridges, and handle KYC verification — all through a unified MCP (Model Context Protocol)
ktrysmt
A mcp server that executes shell scripts in a designated folder as tools.
chromewillow
MCP server for generating other MCP servers in Smithery
markusj9x
CoinGecko MCP Server
lucygoodchild
A Model Context Protocol (MCP) server that enables AI assistants to interact with FreeCAD for 3D modeling and CAD operations
IchanP
An MCP server for the Anilist API
awslabs
hirokidaichi
local mcp server perplexity
ksyrang
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.