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.
Browse MCP servers by category and sort by GitHub stars or newest additions. Open a listing for configuration and setup details.
guptaprakhariitr
MCP server for drug-interaction-mcp — see README
happy-shine
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 Azure DevOps (beta): https://www.cdata.com/download/download.aspx?sku=HNZK-V&type=beta
MCP-Mirror
Mirror of
jeffpoulton
irvinebroque
dgallitelli
Running an MCP Server on AWS Fargate on Amazon ECS
GoogleCloudPlatform
sverze
AWS API/lambda hosting MCP client server that queries bedrock LLM using MCP hosted tools
irvinebroque
listingbureau
Amazon organic ranking MCP server. Run campaigns, track keyword positions, monitor rank movement.
rabbah
ClockworkTree
ctbedford
Ruagewei
Galadriel-Tech-Solutions
Cross-cloud observability for AI agents. Discover resources, correlate logs, and diagnose infrastructure issues across AWS, GCP, Vercel, and Cloudflare — without leaving your editor.
jalakoo
tatsuiman
actual-awg
docker-based mcp server that enables Claude to fetch biological sequence data from NCBI
anniandnevi
nevikashah
rahilp
Self-hosted semantic memory layer for Claude and MCP-compatible AI clients. Store notes, search by meaning not keywords, and recall relevant context automatically. Built on Cloudflare Workers, D1, Vectorize, and Workers AI. Runs on the free tier. One-click deploy.
PredictabilityAtScale
netanelgilad
LightHeads
milianks
mohdhaji87
This MCP server exposes all AWS Bedrock Guardrails management features as tools, allowing you to create, edit, delete, and export guardrails (including all policy types) programmatically or via LLMs like Claude Desktop. It also supports exporting guardrail configurations as Terra
thanhENC
AlexlaGuardia
A nervous system for AI agents — awareness daemon, frame-based tool filtering, signal protocol, session handoff, and event triggers. 14 modules, 268 tests, zero dependencies. MCP server with stdio and SSE transports.
flav0000
Cappahccino
Supabase Model Context Protocol (MCP) server for CRUD operations and Edge Functions
zefarie
MCP server for Pterodactyl and Pelican game server panels. 73 tools for server management, power control, file operations, backups, schedules, databases, users, nodes, eggs, and allocations. Supports both stdio (npm) and remote (Cloudflare Worker) modes.
Safeturf
hamishll
GavinLucas
More than just a fully featured MCP server that lets AI agents manage Docker — containers, images, networks, volumes, swarm services, secrets, configs, nodes, plugins, etc., it helps you create workflows to easily manage your Docker environments.
aymenfurter
milgelren
MCP Server for Docker
shannon-morahan
shahedamin
dxsim
MCP server to directly access AWS location services using the GeoPlaces API, provides direct geocoding or reverse-geocoding capabilities like Google Maps API
madhurprash
This creates an MCP server enabling Claude to run security scans on Terraform code, create architecture diagrams of your AWS cloud architectures and execute terraform commands to deploy or modify resources
closerbrasil
vishaal-atomic
drillan
anandkumarpatel
aiwithbenefits
peanut996
dheerajoruganty
bestK
MCP
0xNacho
A MCP server that grants permissions on table using Lakeformation
SparkSMB-Tim
MLC-Digital-Transformation
cyhw
CDataSoftware
This read-only MCP Server allows you to connect to Amazon Marketplace data from Claude Desktop through CData JDBC Drivers. For full CRUD support, check out the first managed MCP platform: CData Connect AI (https://www.cdata.com/ai/).
ofershap
cnmeeia
yukikazechan
poad
shikharbsar
pcnfernando
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.