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.
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
rocnubie
rog0x
MCP server for testing: generate test cases, create mock data, mock API responses, analyze test coverage, generate assertions Install: npx @rog0x/mcp-testing-tools
picoads
Earn from your distribution or buy ad reach.
Foricher
Runs basic CLI commands on Alcatel Lucent Enterprise AOS switches through a ssh connection.
Sumedh1599
Analyzes user-described build features (e.g. database, API integration, tools) and extracts core server requirements like resources, tools, prompts, external systems, and transports needed for MCP.
DemboNauta
MCP server that turns any documentation URL into a Claude Code skill file. No API key required — the agent does the reasoning, the server handles fetching and saving
3d-era
Munin is a high-performance, pragmatic memory layer for AI agents (Cursor, Claude Code, OpenClaw, Gemini CLI,...). Unlike other solutions, Munin focuses on developer productivity with:
voleeo
MCP integration for Voleeo workflows.
Jamespptsr
Repository to test MCP server functionality
terraform-check-001
Created via custom MCP server
xxradar
A test repository created using the GitHub MCP server
Djyeigner
formulahendry
Zero setup to use Code Runner MCP Server in VS Code for running code snippet and show the result.
augmnt
Comprehensive MCP server providing real-time framework documentation access for Claude Code with intelligent caching, multi-source integration, and context-aware assistance.
lauragift21
meridianmcp
Shared memory and coordination for AI coding sessions. Persistent sprint board, human-in-the-loop queue, and parallel session protection. Works with Claude Code, Cursor, Codex, and any MCP client.Shared memory and coordination for AI coding sessions. Persistent sprint board, huma
Tyga.Cloud Ltd
The agent-first secret vault. Coding agents store, rotate, and share secrets — AES-256-GCM encrypted, audited, autonomous.
gotalab
shyshlakov
PCI DSS v4.0.1 static-analysis MCP server for Go payment service codebases. 12 scanners detect PAN/CVV exposure, weak crypto, missing audit logs, vulnerable deps, TLS misconfig, auth weaknesses, plus CycloneDX 1.6 SBOM generation. Each finding maps to the exact PCI requirement. A
JerBouma
The Finance Toolkit gives AI assistants access to 200+ financial metrics, all calculated
GetDial-AI
1clickreport
40 MCP tools for marketing analytics, campaign management, and 24/7 AI monitoring across Google Ads, Meta Ads, GA4, Search Console, Keyword Planner, and Stripe. OAuth-secured remote MCP. Tech Provider verified by Meta. Pro $25/mo, Premium $99/mo, 7-day free trial.
moohoorama
StuMason
A lightweight utility that securely loads API keys for Cursor MCP servers from your home directory, preventing accidental exposure of secrets in repositories. Keep your credentials safe while maintaining seamless integration with AI coding assistants.
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-
artur-nohup
Neo4j MCP Server built with FastMCP TypeScript framework, featuring OAuth authentication and Docker support
karacurt
andyciggy
RayDataCo
lilei0303
基于 Spring AI 的印章生成的 MCP Server 服务,快速让 AI 生成公章、私章。
stablecoinxyz
MCP Server for Brale API -
chenjianfang
生成tools的cli
tidewave-ai
Tidewave MCP provides runtime-level tools to develop Ruby on Rails apps. Your agent will be able to talk to your running application: execute code in your running app (like a rails console), read logs, read version-accurate docs of your deps, query the database, and get the sourc
mttrly-hq
Remote Streamable HTTP MCP server for AI SRE workflows: server health, alerts, diagnostics, playbooks, approvals, audit history, deploy verification, and safe server inspection. Uses OAuth 2.1 with PKCE.
OldTemple91
MCP server for koreafilings.com — AI-summarized Korean DART (전자공시) corporate disclosures, paid per call in USDC via the x402 protocol on Base. Tools: get_pricing (free), get_disclosure_summary (0.005 USDC).
neufagents
Scan and diagnose MCP client configurations and optionally repair mechanical parse errors, with backups and dry-run controls.
ndjordjevic
PinRAG is a retrieval-augmented generation (RAG) MCP server built with LangChain and Chroma. Index PDFs, plain text, Discord exports, YouTube transcripts, and GitHub repositories, then ask questions in Cursor, VS Code (Copilot), or any MCP-capable client. Answers include citation
cocaxcode
MCP server for API testing. 20 tools: HTTP requests, assertions, flows, OpenAPI import, mock data, load testing. Works with any API — local, public, or third-party. Zero cloud dependencies.
trutohq
A CLI program that acts as a Stdio proxy for HTTP Streamable MCP servers. It reads newline-delimited JSON-RPC messages from stdin, forwards them to a specified MCP server endpoint via POST requests, and writes the responses to stdout.
michaelneale
a MCP server for github using the GH cli under the covers
den-indance
Working Shopify MCP server real analytics via ShopifyQL, auto-refresh auth, Shopify API 2026-04. Fixes broken tools from other packages: sales reports, inventory, abandoned checkouts, no silent token expiry.
kelnixsolutions
Description: Turn any receipt into structured, accounting-ready JSON or clean Markdown with one API call. AI-powered vision
BlackMac
MCP Server for the sipgate API
nimiusrd
Rishavv007
A FastAPI-MCP server that fetches Wikipedia summaries for AI assistants, deployed using Google Colab and Ngrok.
opensourcedev90s
MCP Server for the UK Science Museum Group
kumartheashwani
chordee
Project repository for mcp-server-shotgrid
EtayM
An MCP server that enables interaction with the Enjin Platform API.
07pepa
An simlpe mcp server for mapy.com
blumareks
Red Hat Openshift test for MCP server
Beer-Bears
Scaffold is a specialized RAG system that transforms entire codebase into a living knowledge graph, capturing the deep structural relationships between files, classes, and functions. This provides AI agents with the crucial context to accurately understand, maintain, and reason a
sanjaydubey31
zubhav
MCP Server Template using
aimiox
Grafana SSE Server provides an easy way to query Grafana dashboards and panels using the MCP — enabling natural language querying, monitoring dashboards, and real-time data extraction.
diegofornalha
Servidor MCP para integração com a API TESS, permitindo utilizar agentes TESS via protocolo MCP
ProcIQ
Claude code plugin for MemLayer
reemshai10
A sophisticated Model Context Protocol (MCP) server that provides intelligent monitoring and observability integration. This server enables natural language interactions with Prometheus, AlertManager, and Grafana through chat-style commands, advanced query processing, and compreh
cyaraon
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.