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.
MCP-Mirror
Mirror of
AIweather-Anurag
Where can I watch X in Y? Answer that question, in your AI assistant, for 30 Asian and Middle Eastern streaming markets. Wraps ottasia.com so the same data that powers our website is one prompt away. 3 tools: where_to_watch (specific title in a country), whats_new_on (latest arri
GoPlusSecurity
A web3 security mcp server for users
anishnpm
Validate AI claims against live data: check endpoints, count competitors, test hypotheses.
xlw-pro
The most comprehensive Chinese astrology AI skill — BaZi (Four Pillars of Destiny) chart calculation, bone weight fortune (秤骨算命), Chinese almanac (黄历), and reverse BaZi lookup. 4 tools, bilingual (EN/ZH).
uukelele-scratch
Using Mineflayer to create an MCP server to Minecraft.
MCP-Mirror
Mirror of
waylaidwanderer
A Model Context Protocol (MCP) server that provides background process management capabilities. This server enables LLMs to start, stop, and monitor long-running command-line processes.
Acqusys
Feed your MCP client context from your Taskeract projects.
MarcoLooy
This MCP Server transforms Pega Infinity™ interactions into intuitive, conversational experiences through the Model Context Protocol. By bridging Pega DX APIs with natural language interfaces, it enables GenAI Agents, IDEs, and other MCP-enabled tools to interact with Pega Infini
toruproject
Generate styled map images via mapnetwork.app
electrocucaracha
MCP Generator using OpenAPI spec
drAbreu
Professional MCP server for OpenAlex academic research - ML-powered author disambiguation, institution resolution, and comprehensive researcher profiles with ORCID integration
Haiku-Trading
Execute DeFi transactions across 22 blockchain networks. Swaps, lending, vaults, LP positions, cross-chain
saun09
Stormbreaker06
Trying out MCP server and its working
newblock
iAutoPay is an MCP (Model Context Protocol) service that enables AI agents to automatically pay for purchases. It supports all EVM-compatible public chains and USDC payments. Agents can use it to automatically purchase paid AI-related services and data.
OjasKord
Check whether a task can run on a local model instead of cloud before every inference call. Saves money on every call that does not need cloud.
ai-mcpx
mcp server for trigger
zxs731
free to search and play online music from netease
AntonioPavoni
MCP Server Template for USDA Tools
1aleksa
MCP server for the Hansatic packing API — truck & container load optimization for AI agents. Returns physically valid layouts with LDM, linear feet and pallet positions.
MCP-Mirror
Mirror of
antonpogrebenko-public
MCP server for rftools.io — 203 RF & electronics calculators + 13 server-side simulation tools for AI agents.
pj8
MCP-Mirror
Mirror of
opestro
tembo-io
MCP server for Tembo Cloud's platform API
VeniceEsse
MCP server that fuses 2–5 AI agents into one unified mind. Features 7 tools: esse_quick, esse_fuse, esse_execute, esse_list_agents, esse_list_sessions, esse_memory, esse_defuse. Supports Venice AI, OpenAI, and Anthropic. One AI. Many agents. Fused.
PabloMusaber
MCP server to obtain the value of the dollar in relation to the Argentine peso.
sjzar
bbak
Monte-Carlo-Simulation Forecasting and various statistical methods to assess the stability of the flow and diagnose flow issues.
juaniyyoo
Accédez au catalogue La Carotte directement depuis votre agent IA. Recherchez des fruits, légumes, fromages et produits de la ferme, vérifiez les stocks en temps réel, contrôlez les zones de livraison et gérez un panier : le tout en circuits courts depuis Poitiers.
mikecreighton
A Model Context Protocol (MCP) server that will provide all of the Mike Creighton Consulting website pages as Resources to any MCP clients.
jarvismaximum-hue
MCP server for ProfitPlay — AI agents discover and trade prediction markets
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 Sage 50 UK (beta): https://www.cdata.com/download/download.aspx?sku=CSZK-V&type=beta
199-biotechnologies
Advanced MCP Server with AI-powered Limitless API features: natural time queries, meeting detection, action item extraction, daily summaries, and speaker analytics
nakamura196
This project demonstrates how to integrate Omeka S API with Claude Desktop using MCP (Model Context Protocol).
xinyi-hou
Server implementation for MCP
gusdeboer
Fake user profiles and companies for tests and seed data. 1,000 profiles × 100+ fields, 1,000 AI-generated company logos, cross-resource relationship graphs. Zero-config onboarding: the agent asks for your email once and claims a free key automatically.
dgtalquantumleap-ai
AI-powered contract scope violation detector. Paste contract + client message, get violation type, severity, 3 professional response drafts, and change order pricing. Zero API competitors.
RLabs-Inc
iOS Forensics MCP Server for analyzing iPhone/iPad file systems
corteslabsxyz
Is this flight price actually good? Deal oracle for AI agents — remote MCP + REST, backed by real price history on nomad corridors.
josephbharrison
Streamable MCP Tool Extensions for Server
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 Blackbaud FE NXT (beta): https://www.cdata.com/download/download.aspx?sku=OZZK-V&type=beta
MCP-Mirror
Mirror of
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 SAP HANA (beta)](https://www.cdata.com/download/download.aspx?sku=SNZK-V&type=beta).
wisenbergg
CouchLoop EQ is an MCP (Model Context Protocol) server that provides behavioral governance for LLMs. It monitors AI responses for hallucination, inconsistency, tone drift, and unsafe reasoning patterns, while also managing stateful sessions and guided journeys that remember where
ysfscream
An implementation of the Model-Context Protocol (MCP) that enables MQTT operations over Server-Sent Events (SSE) transport.
Purple-flea
CrewAakash
MCP server wrapper for the agents built using MSFT Copilot studio
helloayan14
It is a basically a mcp-server or client tester app
MCP-Mirror
Mirror of
JustTryAI
MCP server for managing Databricks permissions and credentials
stephen9412
Taiwan Central Weather Administration (CWA) API MCP Server
tomoaki-sake
rplryan
The missing discovery layer for x402. AI agents can pay for services autonomously via HTTP 402 — but first they need to find them. This MCP server provides 5 tools to discover, rank, and verify x402 payment-gated APIs by capability, price, ERC-8004 trust score, and facilitator co
RightNow-AI
Turn slow PyTorch into fast CUDA/Triton kernels. 32 parallel swarm agents optimize your code on real datacenter GPUs (B200, H200, H100, A100) with up to 14x speedup over torch.compile.
Prashanth684
MCP server that runs skopeo
openeuler-mirror
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.