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

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

ai.smithery/ChiR24-unreal_mcp_server

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

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/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/wrike

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

ai.waystation/monday

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

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.

DollhouseMCP

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

ai.smithery/hithereiamaliff-mcp-nextcloud

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

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.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-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/DynamicEndpoints-autogen_mcp

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

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.iunera/druid-mcp-server

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

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…

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.

ai.smithery/anirbanbasu-pymcp

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

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

QuantContext

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

Lingua Universale MCP Server

Verify AI agent communication with session types and formal proofs

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…

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…

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.

HefestoAI

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

Learning Model Context Protocol

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

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.

Bulwark

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

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.

Aegis — AI Agent Governance

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

Dock AI

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

ai.smithery/TakoData-tako-mcp

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

ai.smithery/PixdataOrg-coderide

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

ai.smithery/mjucius-cozi_mcp

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

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…

McpMux

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

ai.smithery/arjunkmrm-lta-mcp

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

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

Windsor.ai MCP

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

ai.smithery/flight505-mcp_dincoder

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

ai.smithery/hithereiamaliff-mcp-datagovmy

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

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.

Kael MCP Server

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

Flaim Fantasy

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

Presso

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

ai.smithery/cristianoaredes-mcp-dadosbr

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

Bostrom MCP

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

Obsidian MCP

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

Execution Market

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

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…

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

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

Rails AI Context

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

elisym

AI agent discovery, marketplace, messaging, and payments on Nostr - no platform, no middleman

Inferventis MCP Server

Loan & mortgage calculator, compound interest, ROI, crypto prices, FX conversion for AI agents.

Cortex Memory Engine

Local-first AI memory engine — 4-tier memory, people graph, Bayesian beliefs. Encrypted, 62µs.

u-he Preset Randomizer

Generate, randomize, explain, and manage u-he synthesizer presets via the Model Context Protocol.

ClawPipe

Cost-optimized LLM pipeline + 6 AI security skills (reasoning, triage, remediation, compliance).

SSH MCP Tool

Secure MCP SSH automation server with policy controls, resources, prompts, stdio, and HTTP.

Myco: Agent-First Cognitive Substrate

Agent-first cognitive substrate: 20 verbs + 46 lint dims over a self-validating graph.

Connect your Zotero reference library to AI assistants via Model Context Protocol.

AI Skill Store

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

CAPI Gateway

Apache Camel API Gateway with REST-to-MCP bridging for LLM agents.

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

Helm MCP

Give your AI assistant access to real Helm chart data. No more hallucinated values.yaml files.

PromptOT

Manage, version, and publish LLM prompts with blocks, variables, and evaluations.

cli2mcp

Wrap any CLI as a Model Context Protocol server - schema auto-inferred from --help.

Ambr

Ricardian contracts for AI agents — dual-format, SHA-256 bound, legible by construction.

io.scorecard/mcp

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

Local Model Suitability MCP

Check if a task runs locally vs cloud. Save money on calls that don't need cloud inference.

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

Ingero

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

ai.adeu/adeu

Automated DOCX Redlining Engine

ai.smithery/arjunkmrm-tutorials

Analyze stocks and SEC filings to surface key insights, from price and volume to insider activity…

HiveForge

Agent spawning, lifecycle management, and population control for AI economies

ai.smithery/smithery-ai-fetch

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

HumanOps

MCP server for AI agents to dispatch real-world tasks to verified human operators

Marketing intelligence MCP server providing campaign performance data and analytics tools.

sncro

Live browser debugging for AI assistants — DOM, console, network via MCP.

Tapo MCP

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

SimplyPrint: 3D Print Farm Management

3D print farm management for AI. Monitor, queue, and control prints on your SimplyPrint account.

Atomadic Forge

Architecture compiler for AI code. 10 tools, 116 actions, 872 Lean4 proofs, 100/100 self-cert.

AIGEN Protocol — Token Safety & AI Agent Economy

Token safety (27 scam patterns, 6 EVM chains) + AI agent economy with $AIGEN rewards.

AI agent-to-agent SLA agreements on Base with insurance, reputation, and x402 payments.

Plan a Virtual Delivery Center for any initiative: pods, roles, AI agents, Delivery Units.

Code Context Engine

Index your codebase. AI searches instead of re-reading files. 94% token savings.

Privacy-first work tracking with summaries, reports, coaching, and AI-ready long-term memory.

ai.usealloy/alloy

Connect Claude, Cursor, Codex, and other AI tools to your robotics mission data.

TickerAPI

Pre-computed financial market intelligence for AI agents. Stocks, crypto, and ETFs.

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…

com.geiant/mcp-perception

Geospatial AI MCP server — satellite imagery, embeddings, weather, GNS governance

Splitifi Intelligence MCP

Outcome predictions and judge profiles from 2,741 ML models trained on 30.3M court records.

PILLAR GTM OS

AI-native GTM OS for B2B SaaS — account health, pipeline, renewals, territories, and benchmarks.

Decision Anchor

Fixes payment and delegation boundaries externally. When two agents disagree, DA proves both sides.

AnkiMCP Server

Anki addon that exposes your flashcard collection to AI assistants via a local MCP server.

Explore and query your data warehouse through Myriade's AI data analyst agent.

Paper Lantern

Research intelligence for AI coding agents. 2M+ CS papers with evidence and tradeoffs.

Runway AI Video Generation

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

ClawAgent

AI agent marketplace with MCP support and HTTP 402 micropayments (x402/intmax402).

ai.smithery/cuongpo-coti-mcp-1

Manage COTI accounts, deploy private ERC20 and ERC721 contracts, and transfer tokens and NFTs with…

NotifyHub — Unified Notification MCP Server

Send notifications across 23 channels with 36 AI-ready tools. One API, zero boilerplate.

AI-powered Amazon ECS workload management

顏回 YanHui Debug AI

Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, new analysis $0.05.

Sovereign AI agent platform. 19 tools: discovery, transfers, staking, governance. A2A v1.0.

Access family personality profiles, relationship reports, and relational patterns via AI.

AgentTrust — Identity & Trust for A2A Agents

Identity, trust, and A2A orchestration for autonomous AI agents. Official A2A partner.

ai.smithery/cc25a-openai-api-agent-project123123123

Look up the latest stock prices by ticker symbol across global markets. Get current price and esse…

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

LLM Brand Monitor

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

Docusign Navigator

Secure Docusign Navigator integration for AI assistants to access and analyze agreement data.

replicant-mcp

Android MCP server for AI-assisted development. Build, test, emulate, and automate.

Give your AI assistant real meeting context via Fathom so every output grounded in your work

AI-powered optimization API by Sematryx

SkillsSafe Security Scanner

AI skill security scanner. Detects prompt injection, credential theft, ClawHavoc. Free, no signup.

MCP Test Utils

Desktop UI automation for AI agents: screenshots, windows, mouse, keyboard, UI Automation, OCR

io.github.CSOAI-ORG/meok-omnibus-tracker-mcp

meok-omnibus-tracker-mcp MCP server by MEOK AI Labs

Ai Briefing

AI Briefing MCP — Keep AI models current on industry developments

com.scopeblind/passport

Portable cryptographic identity for AI agents. Ed25519 keypairs and signed manifests.

Meelion MCP

Brazilian fixed income & financial data for AI. Selic, CDI, IPCA, CDB/LCI/LCA rankings, FX rates.

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

io.github.CSOAI-ORG/meok-watermark-attest-mcp

meok-watermark-attest-mcp MCP server by MEOK AI Labs

SuprSend

Manage SuprSend entities — workflows, templates, users, objects, tenants — from your AI assistant.

Enable AI assistants to interact seamlessly with the DefiLlama API by translating MCP tool calls i…

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

Clinician-reviewed library on anxiety, OCD, and phobias in children ages 5–12.

Football fixtures, standings, and odds intelligence for AI agents.

ai.smithery/clpi-clp-mcp

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

ai.smithery/shoumikdc-arxiv-mcp

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

Remote MCP server for China brand visibility, destination demand, and KOL discovery workflows.

CourseForge

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

Asvaai

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

IBM Maximo

Connect AI assistants to IBM Maximo for API discovery, OSLC querying, and Carbon UI generation.

Shipshots

Create App Store and Play Store screenshots with AI via MCP

TVWizard

Control Android TV from any AI. 38 MCP tools: playback, recap, recommend, smart-home, schedules.

VerifiedState Memory

Verified memory for AI agents. Signed assertions, billing attestation, session continuity.

AI agent tools: translation (95+ langs), crypto research, compliance, summarization.

Blueprint Agentic Staking (Solentic)

Native Solana staking for AI agents. 26 MCP tools, one-shot signing, webhooks.

Dashform MCP Server

Connect AI assistants to Dashform — build and manage AI-powered forms, funnels, quizzes.

MEOK Attestation Verify

Tiny zero-dependency verifier for MEOK AI Labs compliance attestations (DORA, NIS2, CRA, EU AI Ac...

China's apparel supply chain data for AI: 1,000+ suppliers, 350+ fabrics, 170+ clusters.

ProofFlow

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

Crystallize MCP

Crystallize headless commerce tools for AI agents via Model Context Protocol

Boltwork

AI services via Bitcoin Lightning — PDF summarisation, code review, translation and more.

HiveTrust

KYA identity verification, trust scoring, and performance bonds for AI agents

de.carbon-cashmere.api/crypto-intelligence

Crypto trading intelligence. 53 MCP tools, own BTC/ETH/Kaspa nodes, x402 micropayments.

OpenRouter

MCP server providing access to 300+ AI models via OpenRouter

Relay

Cross-chain bridge and swap quotes, fee estimation, and transaction tracking via Relay Protocol.

ProofSlip

Receipt-based verification for AI agent workflows — create, verify, and poll ephemeral proof objects

Wonderkraftz - Premium Gifting Studio

Browse and shop Wonderkraftz premium gifts. Recommendations, cart, and checkout via AI.

Makuri Showcase (CogniLedger)

Public MCP server for Makuri, an EU-compliant AI tutoring platform for immigrant children.

Roomza Hotel Intelligence

Hotel and room intelligence from Roomza: scores, reviews, and room details.

Red Hat Lightspeed MCP

Model Context Protocol server for Red Hat Lightspeed - advisor, image builder, inventory, and more