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/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/monday

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

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/truss44-mcp-crypto-price

Provide real-time cryptocurrency price data and market analysis.

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/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/DynamicEndpoints-m365-core-mcp

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

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/smithery-ai-cookbook-python-quickstart

A simple MCP server built with FastMCP and python

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

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

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

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

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/kwp-lab-rss-reader-mcp

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

ai.smithery/CryptoCultCurt-appfolio-mcp-server

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

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

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…

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…

com.gitscrum/mcp

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

com.opsmill/infrahub-mcp

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

Learning Model Context Protocol

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

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.

McpMux

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

ai.smithery/TakoData-tako-mcp

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

ai.smithery/222wcnm-bilistalkermcp

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

Dock AI

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

ai.smithery/flight505-mcp_dincoder

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

ai.smithery/mjucius-cozi_mcp

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

ai.smithery/minionszyw-bazi

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

Windsor.ai MCP

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

ai.smithery/hithereiamaliff-mcp-datagovmy

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

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/ramadasmr-networkcalc-mcp

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

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/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.

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

AI Agent 与 JetBrains IDE 的桥接工具：获取光标代码上下文、诊断运行报错、执行脚本、推送 Diff 修改供开发者审批。

AAI Gateway

Unified MCP & Skill management gateway, shared across AI agents, 99% context token savings

projectmind

Persistent project memory for AI coding agents: one compact digest instead of re-reading the repo.

Lovable

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

Public holiday data for 30+ countries. Check holidays, working days and calendars via AI assistants.

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

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.

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.

MarsNMe

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

Nonprofit fund accounting your AI agent helps you run — read the books and post entries.

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

Professional Vedic astrology tools for AI agents via MCP.

Forge Treasury

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

Render Unto Caesar

An MCP server that fuses LLM contextual intelligence with procedural code reliability.

SigRank — Token Efficiency Leaderboard

Ranks AI coding operators by token cascade efficiency. Live leaderboard + signed submission.

Huggingface

Hugging Face Hub MCP — models, datasets, spaces

Driverless delivery.

hush

A secret store for AI agents: the agent never sees the plaintext.

com.rulemesh/compliance

Engineered GDPR compliance for engineers and AI agents: pull rules, implement, submit evidence.

dep-scout

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

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.

AI oracle + settlement rail. Macro/ESG/climate intelligence, x402 pay-per-call, USDC/EURC on Base.

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

Self-facilitated x402/MCP payments for hosted endpoints, rail proofs, receipts, and agents.

Financial reasoning infrastructure for AI agents: typed models, deterministic compilation, receipts

MetaMesh-UGA

Serverless edge control plane to discover, route and monetize 13,000+ MCP tools.

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.

Alchemy

Serves the Alchemy writing ruleset to any agent, so its prose loses the usual LLM tells.

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.

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.

NeuralBrain

NeuralBrain MCP Server - RAG, Vector Memory, LLM Routing, Agent Identity, x402 Payments

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

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.

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

KIP MCP Server

Reads a boat's Signal K data and helps an AI assistant design and install KIP dashboards.

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.

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

ai.smithery/slhad-aha-mcp

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

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

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.

Lians — Financial-Grade Agent Memory

Bitemporal memory for AI agents. SEC 17a-4 audit chain, GDPR crypto-shred, information barriers.

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.

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.

Drillr — The financial MCP for AI agents

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

JKTJJ MCP Server

BJJ gym, coach, event, and city data for AI agents. Free base tools, x402-paid premium.

Rico MCP

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

ai.upriver/upriver

Know what's gaining traction online: breakout topics in tech, sports & politics, with citations.

dev.forgesworn/rendezvous-mcp

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

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

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.

AI Skill Store

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

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.

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

MEV Intelligence

Real-time Ethereum liquidation intelligence for AI agents and MEV bots.

CrossFin

AI agent access to Asian crypto markets. Korean exchange routing and x402 paid APIs.

Apollo MCP Server

MCP server that exposes GraphQL operations as tools for AI models.

AgentPay VN

Let AI agents collect VietQR payments — generate a QR and auto-confirm settlement.

Short-link service embedded in your AI workflow — shorten links, track campaigns, read stats.

Agent-first meeting schedule polls for humans and agents. Create polls, vote, find times.

Persistent, inspectable memory for AI agents with lineage, correction, and a hosted MCP endpoint.

CoachSync

Barbell strength training tools for AI assistants. Warmup, plate loading, and LP.

ai.canaryusers/canaryusers

A flock of AI users tests your deployed app and reports where real people get stuck, with fixes.

mrmarket.ai

Analytical engine for US-listed equities: screens, rankings, and event studies in plain English.

Courier

Continuity protocol for autonomous AI agents. Agent messaging with SMTP bridge and LN payments.

Kshana PNT-resilience simulator

Run the validated Kshana PNT-resilience simulator (orbits, frames, GNSS, fusion) from an AI agent.

AEC Model Bridge

Independent MCP integration for Autodesk Revit software through a local bridge.

Site-Shot

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

Asvaai

Query your brand's AI visibility across ChatGPT, Claude, Perplexity, and Gemini.

arifOS — Constitutional AI Governance

Constitutional AI governance: 11 mega-tools, 13 floors, VAULT999 ledger. Human-in-loop by design.