AI & ML MCP Servers

Netdata

Real-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.

PraisonAI

AI Agents Framework with Self Reflection and MCP support

ai.klavis/strata

MCP server for progressive tool usage at any scale (see https://klavis.ai)

com.microsoft/nuget

A Model Context Protocol (MCP) server for NuGet.

ai.smithery/hustcc-mcp-mermaid

Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…

ai.smithery/docfork-mcp

@latest documentation and code examples to 9000+ libraries for LLMs and AI code editors in a singl…

ai.smithery/ChiR24-unreal_mcp_server

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E…

ai.smithery/ChiR24-unreal_mcp

Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…

ai.packmind/mcp-server

Packmind captures, scales, and enforces your organization's technical decisions.

me.openbrowser/openbrowser-ai

AI browser automation. Write async Python to navigate, click, type, and extract data.

Glean Remote MCP Server

Remote MCP Server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents.

ai.toolprint/hypertool-mcp

Dynamically expose tools from proxied servers based on an Agent Persona

ai.smithery/zwldarren-akshare-one-mcp

Provide access to Chinese stock market data including historical prices, real-time data, news, and…

ai.smithery/infranodus-mcp-server-infranodus

Map text into knowledge graphs to create a structured representation of conceptual relations and t…

ai.smithery/yuna0x0-anilist-mcp

Access and interact with anime and manga data seamlessly. Retrieve detailed information about your…

ai.smithery/kesslerio-attio-mcp-server

Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipelines. Create tasks…

HackMD

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

ai.waystation/monday

Access and manage your Monday.com boards, items, and updates seamlessly

ai.waystation/miro

Collaborate on visual boards with your team using Miro integration.

ai.waystation/office

Create, edit, and collaborate on Office documents and spreadsheets.

ai.waystation/airtable

Access and manage your Airtable bases, tables, and records seamlessly

ai.waystation/wrike

Manage projects, tasks, and workflows with Wrike project management.

ai.waystation/gmail

Read emails, send messages, and manage labels in your Gmail account.

Containerization Assist

TypeScript MCP server for AI-powered containerization workflows with Docker and Kubernetes support

ai.smithery/airmang-hwpx-mcp

자동화하여 HWPX 문서의 로딩, 탐색, 편집, 검증을 한 번에 처리합니다. 문단·표·주석 추가, 텍스트 일괄 치환, 머리말·꼬리말 설정 등 반복 작업을 신속히 수행합니다. 기…

ai.smithery/truss44-mcp-crypto-price

Provide real-time cryptocurrency price data and market analysis.

ai.smithery/kkjdaniel-bgg-mcp

BGG MCP provides access to the BoardGameGeek API through the Model Context Protocol, enabling retr…

ai.smithery/Leghis-smart-thinking

Find relevant Smart‑Thinking memories fast. Fetch full entries by ID to get complete context. Spee…

ai.mcpcap/mcpcap

An MCP server for analyzing PCAP files.

ai.smithery/hithereiamaliff-mcp-nextcloud

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to interact with yo…

DollhouseMCP

OSS to create Personas, Skills, Templates, Agents, and Memories to customize your AI experience.

SmartBear MCP

MCP server for AI access to SmartBear tools, including BugSnag, Reflect, API Hub, PactFlow.

JustCall MCP Server

JustCall MCP Server enables LLMs and AI agents to make voice calls and send SMS via JustCall APIs.

ai.smithery/xinkuang-china-stock-mcp

Access real-time and historical market data for China A-shares and Hong Kong stocks, along with ne…

VMware AIops

AI-powered VMware vCenter/ESXi VM lifecycle and deployment with 31 MCP tools.

Qiskit IBM Transpiler MCP Server

MCP server for AI Transpiler IBM Quantum services

ai.explorium/mcp-explorium

Access live company and contact data from Explorium's AgentSource B2B platform.

ai.smithery/hollaugo-financial-research-mcp-server

Analyze stocks with summaries, price targets, and analyst recommendations. Track SEC filings, divi…

Multi-MCP

Multi-model AI orchestration MCP server with code review, compare, and debate tools.

Credit Optimizer v5 for Manus AI

Optimizes Manus AI credit usage by 30-75% via intelligent model routing and smart testing.

ai.smithery/smithery-ai-cookbook-ts-smithery-cli

A simple Typescript MCP server built using the official MCP Typescript SDK and smithery/cli. This…

ai.smithery/DynamicEndpoints-autogen_mcp

Create and manage AI agents that collaborate and solve problems through natural language interacti…

ai.smithery/DynamicEndpoints-m365-core-mcp

*Updated June 17th 2025** Manage your Microsoft 365 services effortlessly. Create and manage distr…

ai.smithery/smithery-ai-cookbook-python-quickstart

A simple MCP server built with FastMCP and python

ai.smithery/aicastle-school-openai-api-agent-project11

Fetch the latest available stock quotes by ticker symbol across international markets. Check price…

ai.smithery/aicastle-school-openai-api-agent-project

Fetch current stock prices and key data for symbols across global markets. Look up companies like…

com.picaos/mcp

A Model Context Protocol Server for Pica

com.iunera/druid-mcp-server

AI-powered MCP server for Apache Druid cluster management and analytic

Cookiy

AI user research via study creation, interviews, recruitment, and reports.

com.wix/mcp

A Model Context Protocol server for Wix AI tools

HAPI Strava MCP Server

Strava MCP tools for AI: athletes, activities, segments, clubs, routes. Powered by HAPI MCP server.

Epitome

Personal AI memory — gives every AI agent shared, persistent memory of you

ai.smithery/anirbanbasu-pymcp

Primarily to be used as a template repository for developing MCP servers with FastMCP in Python, P…

QuantContext

Deterministic stock screening, backtesting, and factor analysis for AI trading agents

ai.smithery/zeta-chain-cli

Create friendly, customizable greetings for any name or audience. Break the ice in demos, onboardi…

ai.smithery/anirbanbasu-frankfurtermcp

A MCP server for the Frankfurter API for currency exchange rates.

ai.smithery/CryptoCultCurt-appfolio-mcp-server

Provide seamless access to Appfolio Property Manager Reporting API through a standardized MCP serv…

ai.smithery/kwp-lab-rss-reader-mcp

Track and browse RSS feeds with ease. Fetch the latest entries from any feed URL and extract full…

Lightning Wallet

Give AI agents a Bitcoin wallet with Lightning Network payments and L402 support.

Lingua Universale MCP Server

Verify AI agent communication with session types and formal proofs

ai.smithery/isnow890-data4library-mcp

책 싫어하는 제가 책에 대해 아는척하고 싶어서 만들었습니다.. 내 주변 도서관 실시간 대출 확인 읽고 싶은 책을 검색하면 주변 도서관 대출 가능 여부를 즉시 확인 굳이 도서관…

Porkbun DNS 🐷

Manage DNS records, domains, DNSSEC, SSL certificates via MCP

ai.smithery/samihalawa-whatsapp-go-mcp

Scan QR codes and go! No more troublesome autos or APIs! Send text messages, images, links, locati…

com.gitscrum/mcp

MCP server for GitScrum — manage tasks, sprints, time tracking, and client workflows via AI

Learning Model Context Protocol

MCP server that can perform basic arithmetic operations and parse/evaluate arithmetic expressions.

com.opsmill/infrahub-mcp

An MCP server connects your AI assistants to Infrahub using the open MCP standard.

HefestoAI

Pre-commit code quality guardian. Detects semantic drift in AI-generated code.

Bridge MCP

Visual Desktop Bridge - Give any AI full control over Windows to automate apps and inputs.

Pretorin Compliance

Access Pretorin compliance systems, controls, evidence, and narratives from your AI tools.

ai.smithery/alex-llm-attack-mcp-server

Query and retrieve information about various adversarial tactics and techniques used in cyber atta…

Memphora

Add persistent memory to AI assistants. Store and recall info across conversations.

Bulwark

AI agent governance: content scanning, audit logs, policy evaluation, session management.

ai.smithery/flight505-mcp_dincoder

Driven Intent Negotiation — Contract-Oriented Deterministic Executable Runtime DinCoder brings the…

McpMux

McpMux — configure MCP servers once, connect every AI client through one local gateway.

ai.smithery/hithereiamaliff-mcp-datagovmy

This MCP server provides seamless access to Malaysia's government open data, including datasets, w…

ai.smithery/222wcnm-bilistalkermcp

Track Bilibili creators and get the latest updates on videos, dynamics, and articles. Fetch user p…

ai.smithery/TakoData-tako-mcp

Provide real-time data querying and visualization by integrating Tako with your agents. Generate o…

Dock AI

Discover MCP endpoints for real-world entities by resolving business domains.

ai.smithery/minionszyw-bazi

Generate BaZi charts from birth details. Explore Four Pillars, solar terms, and Luck Pillars for d…

ai.smithery/mjucius-cozi_mcp

Manage your family's calendars and lists in Cozi. View, create, and update appointments; organize…

Windsor.ai MCP

Query and analyze marketing, sales, and business data from 325+ platforms via Windsor.ai.

Delimit

One workspace for every AI coding assistant. Shared tasks, memory, and governance.

LiveCheck AI

Secure MCP runtime server for scanning and autofixing code issues

ai.smithery/PixdataOrg-coderide

CodeRide eliminates the context reset cycle once and for all. Through MCP integration, it seamless…

ai.smithery/arjunkmrm-lta-mcp

Provide real-time transportation data including bus arrivals, train service alerts, carpark availa…

Aegis — AI Agent Governance

Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.

Kael MCP Server

16 AI-native tools with dual SSE + streamable-http transport. Free tier available.

ai.smithery/DynamicEndpoints-powershell-exec-mcp-server

Execute PowerShell commands securely with controlled timeouts and input validation. Retrieve syste…

ai.smithery/devbrother2024-typescript-mcp-server-boilerplate

Kickstart development with a customizable TypeScript template featuring sample tools for greeting,…

ImmoStage Virtual Staging

AI virtual staging for real estate — stage rooms, beautify floor plans, classify images.

Ludo AI Game Assets

Generate game assets with AI: sprites, 3D models, animations, sound effects, music, and voices.

ai.smithery/cristianoaredes-mcp-dadosbr

# MCP DadosBR Servidor MCP focado em dados públicos do Brasil. Oferece duas ferramentas simples e…

ai.smithery/ramadasmr-networkcalc-mcp

Look up DNS information for any domain to troubleshoot issues and gather insights. Get fast, relia…

Flaim Fantasy

Read-only fantasy analysis for ESPN, Yahoo, and Sleeper leagues via MCP

Bostrom MCP

86-tool MCP server for Bostrom blockchain: read chain state and sign transactions

Execution Market

AI agents publish bounties for real-world tasks. Gasless USDC payments via x402.

Presso

Connect e-commerce and marketing data to AI assistants via MCP.

Obsidian MCP

Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools

Local deterministic project memory for AI agents with context packs, gates and checkpoints.

Lovable

Official MCP server for Lovable, the AI-powered full-stack app builder.

Dispatch a human verifier to physically verify anything in the real world. For AI agents.

AiPayGen — 65+ AI Tools as an MCP Server

65+ AI tools as MCP: research, write, code, scrape, translate, RAG, agent memory, workflows

AI Skill Store

Agent-first skill marketplace with USK open standard for Claude, Cursor, Gemini, Codex CLI.

OpenClaw Consensus

9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucinations.

AI Site Scorer

Check website AI-readiness: Schema.org, llms.txt, E-E-A-T, robots.txt. Works in Cursor & Claude.

Auxen

Provision private AI model endpoints on dedicated GPUs (Llama, Qwen, Mistral). Pay per minute.

Real estate data for AI agents: US parcel boundaries (tiles), owners, sale history, permits, hail.

Query Baselight's public catalog of 70,000+ datasets — finance, demographics, sports, and more.

Lithtrix — Identity, Memory & Trust for AI Agents

Identity, memory, trust, and swarm primitives for AI agents. MIRC base always free.

Modern CLI MCP Server

MCP server exposing 104+ modern CLI tools for AI agents with JSON output.

Public MCP for gethal.ai — autonomous AI sales agent. Pricing, features, book a demo.

MarsNMe

Agent-agnostic memory backend that preserves continuity between humans and AI over time.

Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or any MCP client.

ai.monnet/mcp

Model Context Protocol server for Monnet — motions, plans, and approvals for MCP-compatible clients.

Easy8

Connect AI assistants to Easy8 — read and update projects, issues, and comments.

Marketing autopilot in your IDE. AI turns codebase and context into content for 10+ platforms

Forge Treasury

Non-custodial USDC yield vaults on Base mainnet with 9 MCP tools for AI agent treasury.

Huggingface

Hugging Face Hub MCP — models, datasets, spaces

Pre-diligence AI for founders, investors, and firms — multi-agent pitch analysis and deal flow.

Driverless delivery.

dep-scout

Help AI agents find and evaluate mature packages across 6 ecosystems instead of reinventing them.

BIGHUB

Decision learning for AI agent actions. Evaluate, score, decide, and learn from outcomes.

Document Integrity Validator

AI reasoning checks any document against known international standards before your agent acts on it.

Forge — Agent Reputation Protocol

Portable reputation for AI agents. MCP-native identity, vouching, trust scores.

Mnemom — Trust Ratings for AI Agents

Trust infrastructure for AI agents: read a verifiable Trust Rating, claim an identity, earn a badge.

Send friendly greetings to people by name. Discover the origin story behind 'Hello, World' for qui…

Keito

Track Keito time entries and LLM costs from AI agents.

Banrisul MCP

Connect your Banrisul account to AI via Brazil's Open Finance: balances, statements, cards, investme

Bradescard MCP

Connect your Bradescard account to AI via Brazil's Open Finance: balances, statements, cards, invest

Bradesco MCP

Connect your Bradesco account to AI via Brazil's Open Finance: balances, statements, cards, investme

Financial modeling engine for AI agents. Typed P&Ls, scenario analysis, and Excel export.

ai.smithery/slhad-aha-mcp

A TypeScript MCP server for Home Assistant, enabling programmatic management of entities, automati…

BV MCP

Connect your BV account to AI via Brazil's Open Finance: balances, statements, cards, investments. R

ai.smithery/morosss-sdfsdf

Find academic papers across major sources like arXiv, PubMed, bioRxiv, and more. Download PDFs whe…

AI Incident Law

Public-record corpus of AI litigation, regulation, and enforcement, anchored to EveryAILaw.

com.shiftinbits/constellation

Code Intelligence Platform for AI Coding Agents

Your memory, everywhere AI goes. Build knowledge once, access it via MCP anywhere.

Merchant intelligence for AI agents: brand/operator/location hierarchy + industry codes.

ThumbGate

Pre-action gates that block AI agents from repeating known mistakes.

OntoRamp Transformation Radar

Transformation readiness gaps and initiative risk signals for AI agents and enterprise change leads.

IBM Code Engine MCP Server

Deploy to IBM Code Engine from Cursor, Copilot, Claude & Cline. Build, push, deploy via MCP.

Myagi - Open Agent Registry

Score any website's AI-agent readiness. Open Agent Registry scanner + platform tools.

io.github.CSOAI-ORG/meok-dpia-edpb-template-mcp

DPIA generator for the EDPB harmonised template (adopted 14 Apr 2026) with EU AI Act Article 26(9)

io.kaitoi/studio

Build and run visual creative-production workflows from your AI agent.

consolelog dev tools

Deterministic dev tools for AI agents over MCP: hashing, encoding, formatting, codegen, and more.

Caixa Econômica Federal MCP

Connect your Caixa Econômica Federal account to AI via Brazil's Open Finance: balances, statements,

9,762 source-verified compliance nodes (EU AI Act, GDPR, HIPAA, DORA, NIST, MITRE). 14 MCP tools.

Íon MCP

Connect your Íon account to AI via Brazil's Open Finance: balances, statements, cards, investments.

Streamline property management, construction, and service workflows with CenterPoint Connect. Sear…

Legal MCP (alternativa ao Jusbrasil)

Open-source alternative to Jusbrasil for AI: find lawsuits by name, CPF, CNPJ or case number and bui

cve-cache

Recent CVE + GHSA cache for AI agents auditing dependencies (npm/PyPI/Cargo/Maven/Go).

Taste

Expert review for AI agents. On-chain proof of human review.

ai.raisonn/connect

AI-native art catalogue. Catalogue works, parse provenance, and generate signed RAIs.

x402 dataset vending for AI agents: list, preview, quote, purchase, needs intake, and consultation.

Crefisa MCP

Connect your Crefisa account to AI via Brazil's Open Finance: balances, statements, cards, investmen

Konstruct

Knowledge graph for AI agents. Query concepts, walk edges, get advisories.

GotFreeFax

Send free or paid faxes to US/Canada from Claude, ChatGPT, and other AI agents.

Dock MCP

Connect your Dock account to AI via Brazil's Open Finance: balances, statements, cards, investments.

Industrial vibration analysis, bearing fault diagnosis, ISO 20816, and ML anomaly detection

pro.horustek/horus-flow-mcp

Crypto & equity orderflow: whale detection, spoofing, liquidation heatmaps, smart money for AI

Site-Shot

Website screenshots for AI agents: full-page, country proxies, ad & cookie-banner removal

Midway MCP

Connect your Midway account to AI via Brazil's Open Finance: balances, statements, cards, investment

Selectic

AI agent that calls, texts & emails businesses for you, then returns transcripts and replies.

Real-time DEX data, liquidity pools, token prices, and trading volumes across blockchain networks.

Siemens TIA Portal MCP server — AI-assisted PLC programming. 16 tools, 166 actions.

Banco Master MCP

Connect your Banco Master account to AI via Brazil's Open Finance: balances, statements, cards, inve

Méliuz MCP

Connect your Méliuz account to AI via Brazil's Open Finance: balances, statements, cards, investment

Banco Mercantil MCP

Connect your Banco Mercantil account to AI via Brazil's Open Finance: balances, statements, cards, i

Nubank MCP

Connect your Nubank account to AI via Brazil's Open Finance: balances, statements, cards, investment

AI cycling coach: training plans, workouts, nutrition, strength training, Strava, Garmin and Wahoo.

Rede Celcoin MCP

Connect your Rede Celcoin account to AI via Brazil's Open Finance: balances, statements, cards, inve

Pairoa

People matching through your AI — private, agent-to-agent; details shared only on a match.

AI Accountant for Quickbooks- recording, reconcile, month-end close

Toleno Network

Toleno Network MCP Server — Manage your Toleno mining account with Claude AI using natural language.

Pague Veloz Serasa MCP

Connect your Pague Veloz Serasa account to AI via Brazil's Open Finance: balances, statements, cards

Porto Bank MCP

Connect your Porto Bank account to AI via Brazil's Open Finance: balances, statements, cards, invest

Drillr — The financial MCP for AI agents

The financial MCP for AI agents - 90+ financial tables, SEC filings, signals, alt-data.

Sam's Club MCP

Connect your Sam's Club account to AI via Brazil's Open Finance: balances, statements, cards, invest

Rico MCP

Connect your Rico account to AI via Brazil's Open Finance: balances, statements, cards, investments.

dev.forgesworn/rendezvous-mcp

Fair meeting point discovery for AI agents with isochrone-based travel time fairness

Sats4AI - Bitcoin-Powered AI Tools

Permissionless communication supercharger. 40+ Lightning-paid tools for humans and AI agents.

MCP Browser

Native macOS browser exposing an MCP server so AI agents can drive a real WKWebView.

Redesign interiors and exteriors instantly using AI. Turn sketches into realistic home designs.

Analyze customer feedback at scale — reviews, surveys, calls. AI-powered themes and sentiment.

CogniRepo

FAISS, call graph, AST, BM25 — 34 MCP tools for AI agents. 50-80% token reduction. Offline.

Woop MCP

Connect your Woop account to AI via Brazil's Open Finance: balances, statements, cards, investments.

0nMCP — Universal AI API Orchestrator

Universal AI API Orchestrator — 1,554 tools, 96 services. One install.

HireNimbus MCP Server

Find and book verified local home service professionals through AI agents.

three.ws Agent Wallet

Give your AI agent an x402 wallet: discover and pay for services in USDC, or earn from your own.

LimitGuard Trust Intelligence

Entity verification, sanctions screening, and trust scoring for AI agents.

K8gentS — Kubernetes RCA MCP Server

Kubernetes RCA agent that sandboxes its own AI with OPA Gatekeeper. MCP-ready for any client.

Warmth Engine Observatory

AI infrastructure coordination intel: events, connections, profiles, topology, capability, threads.

Create and manage MeisterTask projects, tasks, and notes from your AI assistant.

Torify — Japan Locale APIs for AI Agents

39 Japanese locale APIs — wareki, NTA invoice, 法人番号, postal, romanization, kanji-kana (Workers AI).

Omniology

Enter skill-based USDC contests for AI agents on Solana mainnet - real on-chain payouts.

MindDory Brain

Turn AI chats into vocabulary: capture words and grammar into spaced-repetition flashcards.

JustFix Estimator

Quote UK trades jobs from any AI agent. Price breakdown + tappable booking link.

ProofFlow

Audit infrastructure for AI coding agents with evidence-backed review and policy gates.

nb-mcp-server

MCP server wrapping the nb CLI for LLM-friendly note-taking

Create and manage scheduled, guarded AI agent jobs with built-in quality control and 900+ connectors