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.
emmapoderoso
Browser extension to enable MCP in claude.ai
Karlheinzniebuhr
ktwome
학습 보조 웹 서비스
ankitrajkdnai
This is a Multi agent that utilizes MCP server to communicate and also Uses Azure Cloud Service
AndersonHqds
A simple client and server mcp
iAbdelRahim
chat with a llm having access to a mcp server.
Mukesh-ghildiyal
madtaco-dev
Verification & utility API for AI agents — MCP server. Sanctions screening, company & tax-ID validation, and more. madtaco.dev
tessera-llm
MCP server for Tessera's LLM cost-optimization layer. Anchored spend, drift detection, recommendations as typed tools.
davidmosiah
Local-first MCP server for Oura Ring readiness, sleep, HRV — Claude/Cursor/ChatGPT ready
dumbspacecookie
Persistent memory + visual session tracking + RL trajectory capture for AR/XR/mobile procedure verification. Bring your own vision model (Claude, GPT-4o, Ollama).
affannahmed
alan-meigs
MCP Client and Server Experiments
blashnikovpro
Deploy landing pages, manage leads, and view analytics from any AI assistant. Works with Claude Code, Claude Desktop, and Cursor.
influqa
Secure credit-based email infrastructure for AI agents with hosted MCP access, API-key auth, inbox creation, sending, memory, recovery, and Solana USDC credit payments.
aldindugolli
Jarvis like AI, with web surfing capabilities and MCP server
tzujohsu
setting up a mcp server tool to search the latest documents via Serper API
kaditang
Non-custodial RWA + yield service for AI agents on Solana. Compare yields,
Glareone
Model Context Protocol Servers written in different languages by me to use along with Claude, Cursor, and other apps
MCP-Mirror
Mirror of
tepesama
Reprise un-flattens a finished, flat AI design (ChatGPT/Midjourney/Claude) back into editable layers and rebuilds it bit-perfect — it returns a fidelity score (MAE 0.00 / 0 stray px) so you can verify, not just trust. Reproducing runs locally and free; remix one design into N on-
shayaShav
An MCP server that flattens Claude Code sessions — keeping every prompt and event verbatim while reclaiming context tokens, so you resume the exact same raw conversation at a lower token count instead of compacting it into a lossy summary. It moves bulky tool output (large file r
jacobsd32-cpu
On-chain reputation scoring API for AI agent wallets on Base, monetized via x402 micropayments. Scores wallets 0-100 across reliability, viability, identity, behavior, and capability dimensions.
MCP-Mirror
Mirror of
ravirdp
AI search intelligence + full Ahrefs-class SEO suite as 59 MCP tools. Brand tracking across all 5 AI engines (ChatGPT, Google AI Overview via vision-parsed screenshots, Gemini, Claude/Brave-grounded, Perplexity) with persona-anchored 50-cell weekly Brand Radar dispatches. Bundles
YonGs-AI
LEOR AI展台设计 Agent: MCP connector docs for AI booth design workflows.
Mike25app
Control Facebook & Instagram Ads from Claude, ChatGPT, Cursor, or any MCP-compatible agent. Direct Meta Graph API v24.0 wrapper with 32 tools — no backend required, just bring your own Meta access token. Auto-batches bulk ops, pre-flight ads_volume checks, PBIA auto-provisioning,
lomaxc
Initial C# MCP SDK Client-Server Example
Premkumarbajaru
vetlefo
MCP server for intelligent document chunking and progressive summarization, optimized for Claude context windows.
mcp2everything
一个MCP服务器,基于Brave API让你的Claude Cline以及Langchain实现网络搜索功能。An MCP server that use Brave API allows your Claude Cline and Langchain to implement network search functions.
aiamblichus
MCP server for using OpenAI compatible chat endpoints
lampepfl
TACIT (Tracked Agent Capabilities In Types) is a safety harness for AI agents. Instead of calling tools directly, agents write code in Scala 3 with capture checking: a type system that statically tracks capabilities and enforces that agent code cannot forge access rights, cannot
shridharMe
mcp server with amazon bedrock agent
jovanSAPFIONEER
Multi-agent orchestration MCP server with atomic shared blackboard, FSM governance, per-agent budget enforcement, and adapters for 12 AI frameworks including LangChain, AutoGen, CrewAI, and OpenAI Assistants.
luis1232023
Stdio Mcp Server 转为 RestFul,轻松部署与 Web 服务集成, mcp gateway
bhupender-kaushal
A demo using MCP servers.
ktwome
학습 보조 웹 서비스
garrardkitchen
An .NET Aspire AI chat application that demonstrates how to chat with custom data (RAG - Event Driven) and context extensions (MCP Server) using an AI language model. .NET Aspire, RAG, Qdrant and MCP Server returning GitLab Groups based on search pattern
bgauryy
Advanced AI code assistant that intelligently searches and discovers connections across GitHub repositories and NPM packages. Features zero-config authentication, smart fallbacks, and LLM-optimized content delivery. Ask natural language questions to understand code architectures,
louis49
Persistent memory for Claude Code. Automatically indexes every conversation transcript and provides 16 MCP tools for hybrid search (BM25 + vectors + reranker). Works offline, zero config, single SQLite file. Claude never forgets again.
pratapsfdc22-dev
cargofy
Open-source MCP server for logistics. Runs inside your security perimeter — connects to TMS, ERP, email, and documents. Gives AI agents deep context about shipments, carriers, rates, and routes without data leaving your infrastructure.
TalaoDAO
A lightweight and AI-friendly MCP server that allows any AI agent or MCP-compatible assistant to initiate and verify a PID (Personal Identity Data) credential presentation via OIDC4VP.
mikeysrecipes
bitibi
A server for handling OpenAI web search using MCP (Multi-Config Protocol)
taisly
Taisly Agent is an MCP server, CLI, SDK, and agent skill for publishing short-form videos to TikTok, Instagram Reels, YouTube Shorts, X, and Facebook through Taisly. It helps AI agents and automation workflows validate connected social accounts, create video posts, and check publ
getspm
Structured project memory for AI agents, delivered through a project-scoped remote MCP connector.
aleosorio22
Este repositorio contiene un agente inteligente construido en n8n que utiliza la arquitectura MCP Server y MCP Client para generar, automatizar y entregar reportes del sistema de punto de venta ComaPOS.
andre-sa-fortes
Repositório do projeto AI_ZigZag criado via MCP GitHub Server para automação e versionamento.
cambium-ai
Cambium PM MCP turns Claude into a product workflow tool by bringing synthetic personas, grounded in public demographic and market data, into your sessions. Use it to validate ideas, pressure-test launch plans, and triage backlog items against different segments.
demand-discovery-ai
Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring),
ogulcanarbc
mcp server assistant for mock data
MCP-Mirror
Mirror of
adamhudson777
MCP server for the Filingrail SEC EDGAR API — company financials, insider trades, 8-K events, 13F holdings, and filings for Claude Desktop, Cursor, Continue, and any MCP agent. pip install filingrail-mcp
AdamACE9
Local room where AI coding agents collaborate on one codebase via MCP — collisions prevented, human in command.
yellnuts
MCP server for long term agent memory with Mem0. Also useful as a template to get you started building your own MCP server with Python!
kparmesar
Nestling is an MCP server that lets you log and query your baby's daily routine. Feeds, sleep, nappy changes, and diary entries through natural conversation with Claude or any MCP-compatible AI assistant. Logged through the Nestling app for iOS and Android.
anycast-net
Connect AI assistants to the Anycast network. Manage agents, send messages, control access policies, and monitor connectivity — all from Claude, Cursor, or any MCP-compatible client. 19 tools covering agent registration, P2P connections, groups, policies, and analytics.
sena-labs
Run Warp Oz agents from any MCP client: Claude Code, Cursor, Codex, VS Code. Six tools over stdio or SSE, driving the documented oz CLI. Standalone, or embedded in the OzBridge VS Code extension. Requires Warp with the o
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.