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.
liye71023326
Get real-time weather information from anywhere in the world Display detailed weather information (temperature, humidity, wind speed, etc.)
goofansu
My MCP servers
Odds7
VoxellInc
Forge is Voxell's hosted text-embedding API. This MCP server exposes two tools — embed (turn text into vectors) and list_models — so any MCP-compatible agent can generate embeddings for semantic search, RAG, clustering, and dedup.
loong95
让 AI 助手能够通过 Maven 坐标浏览 JavaDoc 文档
flatirontek
Vybit is a push notification service that uses personalized sounds that you record or choose from thousands of searchable sounds. The information is in the sound!
WindoC
A Model Context Protocol (MCP) server that provides OCR capabilities using the EasyOCR library.
astafford8488
Chuhching exposes a full agent-native platform — CRM, outreach, scheduling, discovery, communities — to AI agents over MCP (streamable-http). Use a Personal Access Token for the full 42-tool operator surface, or pay per call via x402 (USDC on Base mainnet, no signup) for the disc
SpinQTech
SpinQit MCP Tools is a Python MCP server that connects AI assistants to SpinQ Cloud, enabling QASM circuit submission, platform discovery, and quantum task result retrieval through the Model Context Protocol.
hshintelligence
Pay-per-call live company intelligence for AI agents via x402 (USDC on Base). No signup, no API key — name a company, get fresh data instantly.
Br0ski777
popand
A server that provides an integration through both direct REST endpoints and Model Context Protocol (MCP) integration to a workflow engine.
grafikogr
MCP server for generating images with Freepik Flux-Dev API
MCP-Mirror
Mirror of
MCP-Mirror
Mirror of
exploitintel
eip-mcp connects AI assistants to the Exploit Intelligence Platform via the Model Context Protocol. 17 tools to search vulnerabilities, analyze exploits, audit tech stacks, and generate pentest findings — with real-time data from NVD, CISA KEV, VulnCheck KEV, InTheWild.io, ENISA
nandishnagaraj
MCP Server for Zephyr Scale Integration
Beginnersguide138
🌟 Revolutionary AI Context Management: Solving LLM Memory Loss in Long Conversations
DeepeshSuryawanshi
knownsec
A Model Context Protocol (MCP) server that provides comprehensive IP and domain intelligence. This server allows Large Language Models (LLMs) to obtain detailed security information, reputation assessments, and threat intelligence by analyzing IP addresses and domains through the
sxjeru
team23gm
apifyforge
Workforce competitive intelligence at query speed — this MCP server gives your AI assistant live access to hiring signals, patent inventor movement, researcher attrition, technical capability maps, and executive flight risk for any company.
lamcearber-spec
EU VAT validation, GDPR articles, EUR-Lex regulations, and VAT rates for all 27 EU states. 5 tools, free, no API key.
allthatjazzleo
Adamkadaban
MCP Server for OpenLabs API
ExposureGuard
The guardian layer for AI agents. Scoped sessions with spend limits (Gate), AES-encrypted secrets (Vault), immutable audit trail with anomaly detection (Watch), and proxy mode that intercepts every MCP tool call for policy enforcement. Human-in-the-loop approvals, webhooks, 10 MC
Jacques-Murray
gongminltz
The MCP server used for operating PDFs, currently supports merging PDF files and exporting specified pages from designated PDF files.
raselmahmud-coder
agentience
This is a Model Context Protocol (MCP) server that provides comprehensive information about AWS Cloudscape Design System components, along with code generation capabilities for common Cloudscape patterns. The server is implemented in TypeScript for improved type safety and develo
lxxmng
asterstreamtech-arch
Our MCP server provides enterprise-ready AIoT and ESG tool interfaces for AI agents, enabling real-time energy analytics, sustainability reporting, and intelligent automation workflows. The service is production-ready and commercially deployed.
dstotijn
MCP server for working with CBS Cijfers Open Data
omni-ai-nodes
omni ai mcp server dev desktop app
lisamaraventano-spine
23 MCP tools for AI agents. 13 free developer utilities (UUID, JSON, Base64, hashing, JWT, regex, cron, ETH). 7 paid creative tools. Browse and buy from 218+ digital goods across 22 shops at substratesymposium.com. Free tools get agents in the door, the cultural district keeps th
Otman404
Finance mcp server- Get up-to-date prices and news about stocks and cryptocurrencies
sebi5000
MCP-Server for connecting Enterprise functionality such as SAP or Salesforce Integration
mohdhaji87
uh-joan
PadsterH2012
junter1989k-ai
Send Norwegian EHF/Peppol e-invoices (2027 mandate) via your Storecove account — check recipient, send, delivery evidence
IgorGanapolsky
MCP Memory Gateway is a pre-action gate engine for AI coding agents. Unlike memory servers that store and retrieve context (Mem0, Zep), this server enforces behavior change: repeated failures are auto-promoted into prevention rules, and PreToolUse hooks physically block tool call
apitable
AITable.ai Model Context Protocol Server enables AI agents to connect and work with AITable datasheets.
nakamurau1
Sample MCP server implementation for fetching weather forecasts
MCP-Mirror
Mirror of
roy2an
therealjlc1
PrajwalPrashanth
MCP server to fetch and extract transcripts from YouTube videos. Enable AI/LLMs to have access to transcripts for further actions like summarize, write blog..
itrimble
Comprehensive troubleshooting guide for OpenMemory MCP server issues with Claude Desktop and other MCP clients
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
ppcprophet
Amazon Advertising - PPC Prophet
kesslerio
Stop AI coding disasters before they cost you weeks. Real-time anti-pattern detection for vibe coders who love AI tools but need a safety net to avoid expensive overengineering traps.
calumjs
A Model Context Protocol (MCP) Server built with C# to manage TinaCMS file-based content via MCP tools.
pyth-network
pangeacyber
A Model Context Protocol (MCP) server that provides integration with Pangea APIs
rickydata-indexer
chatmcp
A read-only Xiaohongshu MCP server for AI workflows, with note search, note detail retrieval, and first-level comment analysis for competitor research, audience insight, and topic discovery.
bmmunga
An MCP server that analyses a writer’s style and generates a blog post.
DCjanus
mcp server for dida365.com
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.