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.
1101 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
Next AI Draw.io
DayuanJiang/next-ai-draw-io36.3kdraw.io diagrams your AI agent draws on a live browser canvas that you can also edit by hand
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
PaperBanana
llmsresearch/paperbanana2.4kGenerate academic diagrams and statistical plots from text using multi-agent AI.
AI & MLPython
TypeUI
bergside/typeui1.9kDesign systems, UI prompts, and layout variations for AI coding tools.
AI & MLTypeScript
Actionbook
actionbook/actionbook1.6kLet your AI agent operate any website through a real, logged-in browser session.
AI & MLRust
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
Persome
Intuition-Lab/personal-model1.3kLocal-first personal memory and model server for trusted MCP agents on macOS.
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
pyscn
ludo-technologies/pyscn1.1kPython code analysis for AI agents: complexity, dead code, clones, coupling, and a health score.
AI & MLGo
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
Codeman
Ark0N/Codeman794Start, prompt and read AI coding agent sessions (Claude Code, Codex, Gemini CLI and more) in Codeman
AI & MLTypeScript
Memorix
AVIDS2/memorix771Local-first project memory with legacy MCP and 2026 discovery compatibility.
AI & MLTypeScript
Docling MCP
docling-project/docling-mcp758Convert PDFs and other documents to structured formats via Docling, for AI applications.
AI & MLPython
rustunnel
joaoh82/rustunnel660Give AI agents public HTTPS/TCP/UDP URLs for any localhost service. Open source, self-hostable.
AI & MLRust
ai.smithery/hustcc-mcp-mermaid
hustcc/mcp-mermaid631Generate dynamic Mermaid diagrams and charts with AI assistance. Customize styles and export diagr…
AI & MLTypeScript
DocsAgent — Zotero, Obsidian & Apple Notes MCP Server
docsagent/docsagent622Instant, private access to your knowledge base: Zotero, Obsidian, Apple Notes (macOS).
AI & MLTypeScript
Kronos
agentpit-io/hunter-community568Stock price forecasting for China A-shares — Kronos K-line time-series model
AI & MLPython
OpenTakeoff
Kentucky-ai/opentakeoff560Construction takeoff for AI agents: load plans, set scale, measure, count, export with provenance.
AI & MLTypeScript
com.decionis/mcp
decionis/agent-safe-pipeline532Authorize consequential AI agent actions before execution
AI & MLTypeScript
Entroly
juyterman1000/entroly476Context Assurance for AI agents: context engineering, AI cost optimization, verification.
AI & MLPython
Code Context Engine
elara-labs/code-context-engine417Index your codebase. AI searches instead of re-reading files. 94% token savings.
AI & MLPython
Martin Loop
Keesan12/martin-loop410One system around coding agents to run, verify, recover, and hand off software work.
AI & MLTypeScript
geo-score
jianruntech/geo-score401Free 0-100 score: can AI engines cite a site? Plus citation checks with your own API keys.
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
Concord MCP
Get-Concord-AI/concord-mcp383Cross-harness communication and shared work-state for AI coding agents.
AI & MLTypeScript
emisar
andrewdryga/emisar353Let AI operate servers without SSH. Choose actions, approve risky changes, and audit every step.
AI & MLElixir
ClaudeR - RStudio MCP Server
IMNMV/ClaudeR349Connect RStudio to AI assistants for interactive R coding and data analysis.
AI & MLPython
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
Grandet
hanzohanzhe/Grandet248Cheapest API for any model across official, inference and relay providers; find free credits
AI & MLJavaScript
llmtrim
fkiene/llmtrim240MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.
AI & MLRust
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
Lobu
lobu-ai/lobu227Shared, permission-aware company context for AI agents, with provenance, approvals and audit.
AI & MLTypeScript
Opik
comet-ml/opik-mcp221Read and score Opik traces, experiments, datasets and prompts from your AI assistant.
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
Embody - MCP Server for TouchDesigner
dylanroscover/Embody18570-tool MCP server for TouchDesigner: build, wire and debug live networks from an AI agent.
AI & MLPython
mcp-debugger
debugmcp/mcp-debugger169Step-through debugging for AI agents: breakpoints, stepping and live variables in nine languages
AI & MLTypeScript
Glean Remote MCP Server
gleanwork/remote-mcp-server165Remote MCP Server that securely connects Glean Enterprise Knowledge with your IDE, LLM, or agents.
AI & ML
CLEO MCP Server
kryptobaseddev/cleo.git160Task management for AI coding agents — CQRS 2-gateway pattern, 200 ops across 10 domains
AI & MLTypeScript
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.