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/wrike

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

ai.waystation/airtable

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

ai.waystation/gmail

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

ai.waystation/monday

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

ai.smithery/truss44-mcp-crypto-price

Provide real-time cryptocurrency price data and market analysis.

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/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.

VMware AIops

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

ai.smithery/xinkuang-china-stock-mcp

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

Qiskit IBM Transpiler MCP Server

MCP server for AI Transpiler IBM Quantum services

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

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

ai.explorium/mcp-explorium

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

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

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

com.picaos/mcp

A Model Context Protocol Server for Pica

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.iunera/druid-mcp-server

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

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

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

com.wix/mcp

A Model Context Protocol server for Wix AI tools

Cookiy

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

Epitome

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

HAPI Strava MCP Server

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

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/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…

Lightning Wallet

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

ai.smithery/zeta-chain-cli

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

Lingua Universale MCP Server

Verify AI agent communication with session types and formal proofs

ai.smithery/CryptoCultCurt-appfolio-mcp-server

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

Porkbun DNS 🐷

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

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…

ai.smithery/samihalawa-whatsapp-go-mcp

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

HefestoAI

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

com.opsmill/infrahub-mcp

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

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.

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.

Memphora

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

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

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

Bulwark

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

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/222wcnm-bilistalkermcp

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

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…

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

McpMux

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

ai.smithery/flight505-mcp_dincoder

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

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.

ai.smithery/hithereiamaliff-mcp-datagovmy

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

Windsor.ai MCP

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

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/DynamicEndpoints-powershell-exec-mcp-server

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

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.

Kael MCP Server

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

Obsidian MCP

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

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

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

ai.smithery/ramadasmr-networkcalc-mcp

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

ai.smithery/cristianoaredes-mcp-dadosbr

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

Presso

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

Crypto market signals, technical indicators, and sentiment analysis for AI agents.

Rails AI Context

38 MCP tools give AI agents live Rails schema, routes, models, and conventions.

Auxen

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

Governance firewall and safety guardrails oracle for AI swarms.

Multi-channel voice and SMS gateway interface for AI communication.

No-data MCP handoff for local Claude Code to Codex harness moves. $49 lifetime.

ComplyMe.AI MCP server for legal & data protection risk analysis and audits.

Advanced text styling to preserve semantic human flow.

Extension bundler packaging plugins for AI agent ecosystems.

Myco: Agent-First Cognitive Substrate

Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph.

MCP Memory Gateway

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

Automated codebase refactoring and type safety validator.

Scan any website for AI readiness — 100-point score across 6 AEO categories in seconds.

ThumbGate

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

Give your AI a face, a voice, and a personality. 3D avatars with custom personas.

io.scorecard/mcp

MCP server providing access to the Scorecard API to evaluate and optimize LLM systems.

Roxels

Let AI agents create configurable voice agents via meeting rooms and return structured data.

Curated design references for AI — real CSS values, typography specs, and color palettes.

kg

Local knowledge graph memory MCP server for AI assistants.

ai.smithery/arjunkmrm-ahoy2

Create friendly greetings by name, with an optional pirate tone. Explore the origin of 'Hello, Wor…

Ingero

eBPF-based GPU causal observability with 7 MCP tools for AI-assisted GPU debugging

gnomon

Deterministic batch tools so LLM agents stop guessing dates and math.

ai.adeu/adeu

Automated DOCX Redlining Engine

ai.smithery/smithery-ai-fetch

A simple tool that performs a fetch request to a webpage.

Modern CLI MCP Server

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

Maasy — AI Marketing Copilot

AI marketing copilot: brand intelligence, campaigns, content, CRM, SEO, and skills for Claude.

Taskforce

Task and planning workspace for humans collaborating with AI agents

Teen-first library on CBT, DBT, and finding the right therapist.

Trello MCP Server

Manage Trello boards, lists, and cards from any MCP-compatible AI assistant

Tapo MCP

MCP server for discovering and controlling TP-Link Tapo smart home devices via AI Agents

npm package trends and weekly downloads over time. Free key at trendsmcp.ai

Correkt: online marketplace built for AI agents. Shop 10M+ physical products from verified sellers.

Fast, local VM orchestration (QEMU/KVM) with native MCP support for autonomous agents.

Locize MCP server: read/write translations, publish versions, manage branches from AI assistants.

MCP Bench Router

Routes design tasks to designarena.ai's top-ranked model via OpenRouter across 14 categories.

Connect to Hugging Face Hub and thousands of Gradio AI Applications

Provides 208+ tools for AI-native engineering intelligence via Allstacks API.

Streamline field service and construction operations with CenterPoint Connect. Manage companies, o…

Physical mail API for AI agents. Send letters, certified mail. Sandbox + live keys via MCP.

Book a Modulos demo. AI Governance Platform for EU AI Act, ISO 42001, NIST AI RMF.

KYB for AI agents: verify business registrations from MCP clients.

co.truncus/mcp-server

Send transactional emails from AI agents via Truncus. Validate, track delivery, and manage domains.

AdvocateMCP

MCP layer for local businesses: discover, query, book, and transact with verified SMB AI agents.

DocQA MCP

AI document verification: catch hallucinations, arithmetic errors, and field mismatches.

Runway AI Video Generation

AI video generation with Gen-4, Veo 3, and Aleph editing. Text-to-video, image-to-video, 4K upscale

Generate on-brand content, manage leads, and run outreach across 6 channels from your AI agent.

On-chain blockchain data for AI agents across Ethereum, Bitcoin, and Hyperliquid.

LeadFoxConnect

Marketo MCP server for AI. 130 tools to operate Marketo from Claude, Cursor, or ChatGPT.

Semantic context compression and cognitive memory layer for LLM swarms.

Bitcoin-anchored, tamper-evident audit-permanence layer for AI agents, FRE 902(13)/(14)-shaped.

Kochava for Advertisers — Official MCP Server

No account needed — connect, sign up, and query mobile attribution data from any AI tool

Conversational sales call auditor grading pitch conversion rates.

Factual alignment and semantic bias scanner for LLM inputs.

AI-powered Amazon ECS workload management

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

Labs64 NetLicensing MCP server for AI-driven software license lifecycle management.

com.clauxel.aiwaiverdesk/aiwaiverdesk-mcp

Remote MCP for AI waiver checks, exception approvals, expiry review, and audit receipts.

Credence — Epistemic Guard

Epistemic guard for AI coding: tracks uncertain values and blocks writes until verified.

Tap

Browser-use trajectory compiler. Replay agent flows at zero LLM tokens with drift detection.

pyobfus-mcp

MCP tools for pyobfus — the Python obfuscator for AI-assisted development.

Multi-seller shopping for AI agents. Settle via Stripe MPP or x402 USDC on Base. Hosted.

Safe Docx

AI-native surgical editing of existing Word .docx files with formatting preservation

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

SWT3 AI Witness

18 tools. Cryptographic AI witnessing: EU AI Act, NIST, CMMC, SR 11-7. Trust mesh.

Ads AI Creator MCP

Ads AI Creator generates ad creatives, copy, and visuals using AI so marketers can iterate on

Colorado personal injury attorney directory, AI-analyzed review intelligence, and crash data

Automated design token builder producing clean CSS and Sass assets.

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

OpenClaw Consensus

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

The hidden intelligence for AI marketing agents. Real campaign data, not LLM guesses.

Razz Games

Play provably fair games with real SOL wagering from any AI agent

Tentra — Memory for AI Coding Agents

Memory for AI coding agents. Call graphs + refactor safety + persistent code context. 35 MCP tools.

Manage CenterPoint Connect data across properties, companies, employees, invoices, materials, and…

ai.smithery/clpi-clp-mcp

Manage simple context workflows with quick init and add actions. Access the 'Hello, World' origin…

Industrial intelligence for AI agents. Conviction scores and diligence for 10,000+ industrials.

ReportFlow

Generate PDF reports from ReportFlow templates via Claude and other AI agents.

ai.smithery/shoumikdc-arxiv-mcp

Discover the latest arXiv papers by category and keyword. Control how many results you get to spee…

ResultRail by LarryBuildsAI

Pay-per-success public data result packs for AI agents.

RecourseOS

Consequence evaluation for AI agents. Check recoverability before destructive actions.

CourseForge

AI-powered LMS course builder: 89 tools, 17 skills, SCORM/xAPI export, agentic UI

Etapa — Cycling Coach MCP

AI cycling coach — training plans and beginner guidance via the Etapa API.

ManyContacts - WhatsApp Business CRM

WhatsApp Business CRM: send messages, manage contacts, campaigns, and AI agents.

ManyContacts - WhatsApp Business MCP

WhatsApp Business MCP: send messages, manage contacts, campaigns, and AI agents.

Provides UX capabilities to enhance the design output and understanding of AI systems.

MarsNMe

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

com.ibitlabs.www/ibitlabs-mcp

iBitLabs live receipts: real balance, trades, shadow rules & saga from a $1k→$10k AI experiment.

AI Room Design MCP

AI Room Design helps users redesign rooms and visualize new interior layouts with AI-generated

ProofFlow

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

FlowMusicAI MCP

Flow Music AI is a free AI music generator that turns one prompt into a finished royalty-free track

Fodda Knowledge Graphs

Expert-curated knowledge graphs for AI agents — PSFK Retail, Beauty, Sports and more.

trvl

AI travel agent for flights, hotels, ground transport, price alerts, and award travel.

AI Site Scorer

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

Chikoh - Fantasy Sports & Entertainment Intelligence

AI fantasy sports & entertainment intelligence. 75 tools across 10 sports + TV/Awards.

Ninar AI

Audit your brand's visibility across ChatGPT, Gemini, Claude, Perplexity + 6 more engines.

Premium SEO and Answer Engine Optimization (AEO) oracle for AI agents.

LLM token optimization gateway implementing semantic pruning.

WAKE Protocol

A post-mortem succession protocol for AI agents. Black Box, handoff, time-locks.

ai.autoblocks/ctxl

Personal context management for AI assistants

ai.nullary/nullary

Negative results intelligence for drug discovery — query measured failures via MCP.

MemoTrader MCP Server

AI-to-human attention marketplace. Agents pay CPM to reach humans, earn credits by replying.

LLM Brand Monitor

Track how 350+ AI models mention your brand — manage projects, run scans, analyze results

com.clauxel.agentmailrooms/agentmailrooms-mcp

A paid remote MCP for OpenAI Codex agent coordination MCP, built to return verdicts, receipts, usage