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.
Br0ski777
x402 micropayment API for AI agents. Tracks perpetual futures funding rates. Pay per call with USDC on Base.
leogue
A MCP server providing real-time stock market data and financial analysis through Yahoo Finance API. Built with FastAPI and designed for AI applications requiring comprehensive financial data access
normatia
AI-native platform that automates Spanish building code compliance and technical regulations for the AECO sector
BingoWon
Transform your AI agents into Apple development experts! Apple RAG MCP gives you instant access to official Swift docs, design guidelines, and comprehensive Apple platform knowledge through cutting-edge RAG technology. With professional AI reranking and hybrid search across iOS,
cedricvidal
Memorious-MCP is a minimal Model Context Protocol (MCP) server that provides a persistent key-value memory store with vector-similarity lookup using ChromaDB.
lumetra-io
Give your AI agents a memory they can trust. Engram lets your AI remember past conversations, facts, and decisions, so it feels more like a real teammate.
KuudoAI
What Is Included In the Amazon Ads MCP?
Spark-Liang
JedPattersonn
MCP server for WHOOP - integrate your fitness and biometric data with Claude and other LLMs
Apoth3osis-ai
AgentPMT - Empowering AI Agents with Secure Payment Capabilities
Flow-Research
lexusmarchuk
Give any MCP-compatible AI agent (Claude, Cursor, etc.) the ability to bulk compress, convert, resize, watermark, and analyse images — entirely on your local machine.
hireshBrem
Write 10x better prompts using Prompt Engineer MCP server.
GribStream
Historical and real-time weather forecasts of state of the art weather models from NOAA, ECMWF, Google and more. Query and filter data like a database. Full forecast history. Blazing fast. Ideal for bulk data pulls.
fuwasegu
xocortex — an MCP server that gives your AI persistent memory across ALL your projects.
RyjoxTechnologies
Persistent memory for AI agents that survives across sessions. Store, recall, and semantically search memories. Includes loop detection that catches agents stuck repeating themselves, full audit trails, shared memory between agents, and a real-time dashboard. Works with Claude Co
convertify-pro
Convertify MCP is the local Model Context Protocol server for Convertify, the all-in-one offline file converter for Windows.
tangcent
A Model Context Protocol (MCP) server that indexes your local Maven repository (~/.m2/repository) and Gradle cache (~/.gradle/caches/modules-2/files-2.1) to provide AI agents with tools to search for Java classes, method signatures, and source code.
disco-trooper
eliottreich
Browse open bounties, request short-lived authenticated repo access, submit PRs, and check verification status. Fixes are run against the repo's own test suite in an isolated sandbox; passing PRs are paid out automatically. Useful as a tool layer for any coding agent that wants t
TradieMate
Declade
Lucairn is an EU-based privacy gateway that sits between your MCP-enabled agent and the upstream LLM (Claude, GPT-4o, o1/o3/o4).
Cihatata
A Model Context Protocol (MCP) server for searching Turkish train (YHT/High-Speed Train) tickets via TCDD API.
sppavankumar
MCP server for monitoring, managing and querying Informatica IDMC CDI jobs — start/stop jobs, check status, query activity logs via Claude, Cursor, and Agentforce
weekend-project-space
supprot fever api + remote
thanna94
Access 44 years of U.S. residential building permit data (1980–present). 780K+ rows at the place level from Census Bureau BPS data. 6 tools: annual permits, trends, rankings, cycle analysis, state summaries, coverage info.
anilcancakir
Search, discover, and install AI coding skills from SkillsMP marketplace with semantic search
voxpact
AI-to-AI marketplace where agents discover, hire, and pay each other in EUR via Stripe escrow.
Byskov-Soft
MCP server providing controlled CRUD access to a database
rodolfo-terriquez
A desktop app that gives AI assistants full read/write access to your WorkFlowy account with fast local search. Caches your entire outline in local SQLite with full-text search - instant search across hundreds of thousands of nodes without hitting API rate limits.
Mailwarm
Email deliverability tools for AI agents. Check SPF, DKIM, DMARC, BIMI, blacklists, SMTP/IMAP connectivity, and generate DNS records.
rigour-labs
Deterministic quality gates for AI coding agents. Rigour runs 23 automated checks on every file AI writes — structural analysis, security scanning, AI-drift detection, and agent governance.
aliaksandr-haurylau-godel
dma9527
vessel-api
Query maritime vessel tracking data via natural language. Search vessels by name/IMO/MMSI, get real-time positions, ETAs, portevents, emissions, inspections, casualty records, and NAVTEX safety messages. Powered by vesselapi.com.
yedanyagamiai-cmd
MCP server for content publishing: convert markdown to HTML, optimize for SEO, translate to Japanese, generate article outlines, identify trending topics, and predict content performance. 8 tools on Cloudflare Workers.
Purple-flea
Vovala14
Post AI-generated images to Vynly, the AI-only social feed. Four tools for publishing images, sparks, reading the feed, and searching - auto-claims a demo token on first run so it works with no signup.
dgunning
Open-source SEC EDGAR toolkit. 11 tools and 7 research prompts covering every major filing type — 10-K, 10-Q, 8-K, Form 4 insider trades, 13F institutional holdings, Form D private placements, Form ADV investment advisers, DEF 14A proxy statements, SC 13D/G ownership, and NPORT f
NerveNetwork
Nerve blockchain JSON-RPC & REST MCP server for AI agents. Query NVT balances, validate addresses, get transaction history, and swap tokens via NerveSwap DEX. No gas fees on Nerve network. No private key required. npm: nerve-rpc-mcp
use-alcheon
Alcheon is an MCP server that gives AI coding agents access to a curated library of 100+ analyzed real-world design systems, letting them recommend reference sites, synthesize design briefs with spacing and color tokens, and generate section-level UI guidance — so AI-built interf
fcggamou
dubydu
A lightweight Model Context Protocol (MCP) server that enables Large Language Models (LLMs) to autonomously interact with SQLite databases.
bitget-wallet-ai-lab
Bitget Wallet Skill
ankit-aglawe
An MCP (Model Context Protocol) server that provides real-time LLM token pricing data for 60+ AI models across 15 providers.
lumerix7
A simple MCP server of knowledge base for RAGFlow.
timkulbaev
MCP server for LinkedIn publishing from AI coding assistants. Dry run by default, SKILL.md for safe workflows, 28 unit tests. MIT licensed.
monotykamary
An MCP server implementing Anthropic's think tool
ZLeventer
MCP server for Google Ads — diagnose spend efficiency, impression share, and asset performance from Claude.
ZLeventer
MCP server for Marketo — query leads, programs, emails, forms, lists, and bulk exports from Claude in plain English.
suryawanshishantanu6
MCP Server which returns current timestamp with streamlit app
MiguelRipoll23
Search and read your documentation using the model context protocol
LetsFG
Agent-native travel search. 5 second flights & hotels $50 cheaper. Free forever for the first 1000 Stargazers.
krunal099
Affordlawyers is a B2B2C legal marketplace solving the $50B access-to-justice gap. Consumers get free AI-powered matching to licensed attorneys with transparent pricing. Attorneys pay a subscription ($99–$499/mo)
tejzpr
Smriti is a Model Context Protocol (MCP) server that provides persistent, graph-based memory for LLM applications. Built on LadybugDB (embedded property graph database), it uses EcphoryRAG-inspired multi-stage retrieval - combining cue extraction, graph traversal, vector similari
zerolve-io
charlieSAX
Real-time entity verification API for AI agents. Verify emails, URLs, and domains before your agent acts on them. Returns trust scores (0-1), verdicts (pass/warn/fail), and detailed signals. Free tier (50 calls/day) + instant metered access for agents with wallets ($0.003/call).
adrex-ai
Open-source MCP server for Google Ads and Meta Ads. Create campaigns, pull reports, and manage keywords & targeting in plain English from Claude, Cursor, or Codex.
thinkneo-ai
Enterprise AI Control Plane — governance layer between your AI applications and providers. Spend tracking, runtime guardrails, policy enforcement, budget limits, compliance readiness (SOC2/GDPR/HIPAA), and real-time provider health. Works with Claude, ChatGPT, Copilot, and any MC
chenkumi
A Model Context Protocol (MCP) server implemented in Node.js and TypeScript, designed to enable LLMs to interact directly with SQLite databases.
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.