AI & ML MCP Servers
Servers for integrating AI services directly into your agent workflows. Image generation, speech-to-text, embeddings, model APIs, and vector stores all live here. Useful when you're building agents that chain multiple AI capabilities together or need to call specialized models for specific subtasks.
614 servers in this category · Showing 1–48
Netdata
netdata/netdata78.2kReal-time infrastructure monitoring with metrics, logs, alerts, and ML-based anomaly detection.
AI & MLC
com.puter/mcp-server
HeyPuter/puter43.5kPuter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more
AI & MLTypeScript
ai.klavis/strata
Klavis-AI/klavis5.8kMCP server for progressive tool usage at any scale (see https://klavis.ai)
AI & MLPython
PraisonAI
MervinPraison/PraisonAI5.7kAI Agents Framework with Self Reflection and MCP support
AI & MLPython
Agent-Native Clips
BuilderIO/agent-native4.8kScreen recording, meeting notes, and voice dictation - all with AI
AI & MLTypeScript
agent-device
callstack/agent-device4.7kMCP server for mobile app automation: verify, control, and debug iOS, Android, TV, and desktop apps
AI & MLTypeScript
Omnara
omnara-ai/omnara2.8kDeploy durable AI agents with Omnara, an open-source managed-agent platform.
AI & MLGo
TypeUI
bergside/typeui1.9kDesign systems, UI prompts, and layout variations for AI coding tools.
AI & MLTypeScript
Microsoft NuGet
NuGet/Home1.6kA Model Context Protocol (MCP) server for NuGet.
AI & MLHTML
dev.voicemode/voicemode
mbailey/voicemode1.4kNatural voice conversations for AI assistants - STT/TTS via MCP
AI & MLPython
Power BI Authoring MCP Server (Local)
microsoft/powerbi-modeling-mcp.git1.1kThe Power BI Authoring MCP server lets an AI agent create and change Power BI semantic models.
AI & ML
ai.smithery/ChiR24-unreal_mcp
ChiR24/Unreal_mcp859Control Unreal Engine to browse assets, import content, and manage levels and sequences. Automate…
AI & MLTypeScriptai.smithery/ChiR24-unreal_mcp_server
ChiR24/Unreal_mcp859A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal E…
AI & MLTypeScript
Memorix
AVIDS2/memorix771Local-first project memory with legacy MCP and 2026 discovery compatibility.
AI & MLTypeScript
ai.smithery/hustcc-mcp-mermaid
hustcc/mcp-mermaid631Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…
AI & MLTypeScript
com.decionis/mcp
decionis/agent-safe-pipeline532Authorize consequential AI agent actions before execution
AI & MLTypeScript
Code Context Engine
elara-labs/code-context-engine417Index your codebase. AI searches instead of re-reading files. 94% token savings.
AI & MLPython
Network Sketcher (Local MCP)
cisco-open/network-sketcher392AI-native MCP server to design and manage Cisco network diagrams (L1/L2/L3, PPT/SVG) from LLMs.
AI & MLPython
emisar
andrewdryga/emisar353Let AI operate servers without SSH. Choose actions, approve risky changes, and audit every step.
AI & MLElixir
ai.packmind/mcp-server
PackmindHub/packmind309Packmind captures, scales, and enforces your organization's technical decisions.
AI & MLTypeScript
Apollo MCP Server
apollographql/apollo-mcp-server307MCP server that exposes GraphQL operations as tools for AI models.
AI & MLRust
ServiceNow MCP Server (NowAIKit)
aartiq/servicenow-mcp276ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default.
AI & MLTypeScript
ai.smithery/zwldarren-akshare-one-mcp
zwldarren/akshare-one-mcp227Provide access to Chinese stock market data including historical prices, real-time data, news, and…
AI & MLPython
Opik MCP Server
comet-ml/opik-mcp221Interact with Opik prompts, traces, datasets and metrics through the Model Context Protocol.
AI & MLPython
me.openbrowser/openbrowser-ai
billy-enrizky/openbrowser-ai.git212AI browser automation. Write async Python to navigate, click, type, and extract data.
AI & MLPython
Glean Remote MCP Server
gleanwork/remote-mcp-server165Remote MCP Server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents.
AI & ML
garden.stanislav.svelte-llm/svelte-llm-mcp
khromov/svelte-llm-mcp159An MCP server that provides access to Svelte 5 and SvelteKit documentation
AI & MLTypeScript
ai.toolprint/hypertool-mcp
toolprint/hypertool-mcp158Dynamically expose tools from proxied servers based on an Agent Persona
AI & MLTypeScript
Rails AI Context
crisnahine/rails-ai-context15845 MCP tools give AI agents live Rails schema, routes, models, and conventions.
AI & MLRuby
ai.adeu/adeu
dealfluence/adeu154Automated DOCX Redlining Engine
AI & MLPython
AISIX AI Gateway
api7/aisix153Self-hosted AI gateway that governs MCP servers, LLM traffic, and A2A agents behind one endpoint
AI & MLRust
AgentPhone
AgentPhone-AI/agentphone-mcp121Give AI agents real phone numbers, messages, and voice calls via MCP.
AI & MLTypeScript
DeepMem
deepmemteam/deepmem114Mem0-compatible persistent memory for AI agents: write facts once, recall them semantically.
AI & MLPython
Three.js DevTools MCP
DmitriyGolub/threejs-devtools-mcp109Inspect and edit Three.js scenes, materials, shaders, lights in real time from any AI agent
AI & MLTypeScript
ai.smithery/infranodus-mcp-server-infranodus
infranodus/mcp-server-infranodus102Map text into knowledge graphs to create a structured representation of conceptual relations and t…
AI & MLTypeScript
freellmpool
0xzr/freellmpool101OpenAI-compatible MCP gateway cataloging 22 LLM providers, with routing, failover, and tools.
AI & MLPython
CHAP Coordinator
BrightbeamAI/chap101Auditable records of human decisions over AI agent work. Approvals, edits, overrides, escalations.
AI & MLPython
VelesDB Memory
cyberlife-coder/VelesDB95Offline agentic memory: remember/recall/relate/forget/why over a fused vector+graph+columnar engine
AI & MLRust
Sugar
roboticforce/sugar94Autonomous AI development system with persistent task queue and background execution
AI & MLPython
Lumen
ahmedEid1/lumen87Self-hostable agentic-AI LMS: catalog, RAG tutor, FSRS reviews, AI authoring, ingest.
AI & MLPython
ai.smithery/yuna0x0-anilist-mcp
yuna0x0/anilist-mcp86Access and interact with anime and manga data seamlessly. Retrieve detailed information about your…
AI & MLTypeScript
ExecBro
igorzheludkov/execbro75Gives AI agents eyes and hands into running React Native apps: logs, REPL, tap, screenshots
AI & MLTypeScript
AnkiMCP Server
ankimcp/anki-mcp-server-addon74Anki addon that exposes your flashcard collection to AI assistants via a local MCP server.
AI & MLPython
ai.smithery/kesslerio-attio-mcp-server
kesslerio/attio-mcp-server69Connect AI to your Attio CRM. Manage contacts, companies, deals, and sales pipelines. Create tasks…
AI & MLTypeScript
Synap Memory
maximem-ai/maximem_synap_sdk64Persistent memory for AI agents — log and recall conversation context over MCP.
AI & MLPython
Myco: Agent-First Cognitive Substrate
Battam1111/Myco64Agent-first cognitive substrate: 20 verbs + 50 lint dims over a self-validating graph.
AI & MLRust
ai.waystation/airtable
waystation-ai/mcp62Access and manage your Airtable bases, tables, and records seamlessly
AI & MLJavaScriptai.waystation/gmail
waystation-ai/mcp62Read emails, send messages, and manage labels in your Gmail account.
AI & MLJavaScript
Frequently Asked Questions about AI & ML MCP Servers
There are MCP servers for OpenAI, Hugging Face, vector databases like Pinecone and Weaviate, and various embedding services. They let agents orchestrate multi-model workflows.
Yes — AI/ML MCP servers enable agents to call external models, store and query embeddings, and pipe outputs between services, all from a single conversation.
Several servers integrate with Ollama, llama.cpp, and other local inference tools, so your agent can leverage on-device models without sending data to external APIs.