How many AI & Machine Learning MCP servers are there?

This directory currently lists 929 MCP servers in the AI & Machine Learning category. The count changes as new servers are published to the official MCP registry, which is re-read daily.

How is the ranking on this page decided?

Order reflects a computed score combining maintenance (commit recency, release cadence, whether the repository is archived), documentation depth, licence and ownership verification, the number of tools exposed, and how many clients have a documented install path. Sponsorship has no effect on it: paid placements appear in separately labelled slots and never inside the ranked list.

Can I use AI & Machine Learning MCP servers without installing anything?

Yes — 367 of the AI & Machine Learning servers listed here are remote servers. They run on the provider's infrastructure and you connect over HTTP with a URL, so there is no local runtime to manage. The trade-off is that your requests and any credentials pass through a third party.

Which clients can I use these with?

Every entry carries install instructions for the clients we can generate a verified command for, including Claude Code, Claude Desktop, Cursor, VS Code, Codex CLI, Windsurf, Cline, Gemini CLI, Copilot CLI, Zed and Goose. Where a client's syntax cannot be confirmed, no snippet is shown rather than a guessed one.

AI & Machine Learning MCP Servers

Servers that call models, run inference, or give agents access to other AI systems and their outputs. The directory lists 929 in this category, of which 367 are hosted remote servers needing no local install. Ranking below reflects maintenance, documentation, install experience and adoption — never payment.

Highest scoring (12)

OpenOSINT
Community86/1001.5k
AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.
19 toolsMITstdioupdated 13d ago
XcodeBuildMCP
Community39/1006.3k
XcodeBuildMCP provides tools for Xcode project management, simulator management, and app utilities.
MITstdioupdated 8d ago
mockserver
Community39/1005k
Mock, record/replay, verify and chaos-test any HTTP, REST, gRPC or LLM dependency over MCP.
Apache-2.0stdioupdated 7d ago
mcp server chart
Community39/1004.3k
A Model Context Protocol server for generating charts using AntV.
MITstdioupdated 12d ago
livetennisapi mcp
Community89/100157
Live tennis scores, players, rankings, odds and win-probability. ATP, WTA, Challenger, ITF, juniors.
24 toolsMITstreamable-httpupdated 9d ago
Persome
Community39/1001.3k
Local-first personal memory and model server for trusted MCP agents on macOS.
Apache-2.0stdioupdated 17d ago
GoModel
Community39/1001.1k
Self-hosted gateway aggregating upstream MCP servers behind one authenticated HTTP endpoint.
MITstdioupdated 7d ago
LLM Sandbox
Community39/1001.1k
Securely run LLM-generated code in isolated containers across 7 languages and 3 container backends.
MITstdioupdated 16d ago
DeepSeek MCP Server
Community75/100350
Official DeepSeek MCP server for chat, completion, model listing, and balance endpoints.
6 toolsMITstdioupdated 20d ago
haiku rag
Community39/100585
Local-first agentic RAG with citations - hybrid search, reranking, multimodal document retrieval
MITstdioupdated 8d ago
ProxmoxMCP Plus
Community39/100515
Proxmox VE MCP server for VMs, LXCs, snapshots, backups, storage, and cluster operations.
MITstdioupdated 28d ago
sec edgar mcp
Community39/100353
SEC EDGAR MCP server that provides access to the US public filings through the US SEC EDGAR API
AGPL-3.0stdioupdated 18d ago
See also

More AI & Machine Learning servers

MediaWiki MCP Server

ProfessionalWiki

Community

MCP server enabling AI clients to interact with any MediaWiki wiki through standard tools

Aug 31, 2026AI ML

Local service81/100124

OmniSeek

Battam1111

Community18

Your agent seeks what search can't find. A self-hosted perception MCP server.

Aug 31, 2026AI ML

Local service83/10047

stata mcp

SepineTam

Community

Let LLM help you achieve your regression analysis with Stata

Aug 31, 2026AI ML

Local service39/100253

ServiceNow MCP Server (NowAIKit)

aartiq

Community

ServiceNow MCP server: 450+ tools for Claude, ChatGPT, Copilot & any AI. Read-only by default.

Aug 18, 2026AI ML

Local service39/100275

ServiceNow MCP Server

aartiq

Community

400+ ServiceNow tools across all modules — ITSM, CMDB, HRSD, CSM, SecOps, and more.

Aug 18, 2026AI ML

Local service39/100275

keboola

Community

Connect your AI assistants to Keboola and expose your data, transformations, SQL queries, ...

Aug 31, 2026AI ML

Remote service84/10086

glade mcp

Glade-tool

Community

Control the Unity and Godot editors from AI clients: scenes, scripts, physics, materials.

Aug 29, 2026AI ML

Local service39/100204

office oxide mcp

Aimino-Tech

Community8

Rust-native MCP server for Office document processing

Jun 16, 2026AI ML

Local service71/100159

mcptoon

activeing123

Community

Every Agent discovers all your MCP tools from one install; major token savings via TOON output.

Aug 31, 2026AI ML

Local service39/100192

reddit research mcp

king-of-the-grackles

Community

Turn Reddit's chaos into structured insights with full citations - MCP server for Reddit research

Aug 14, 2026AI ML

Local service39/100234

llmtrim

fkiene

Community

MCP server and proxy that compresses LLM prompts, tool output, and replies to cut token cost.

Aug 17, 2026AI ML

Local service39/100222

claude prompts mcp

minipuft

Community

Reusable prompt templates, multi-step workflow chains, and quality gates for any MCP client.

Aug 31, 2026AI ML

Local service39/100185

Hosted AI & Machine Learning servers

These run on the provider’s infrastructure — you connect by URL, with nothing to install locally.

tw legal rag

aa0101181514

Community

Citation-guarded retrieval over 22M Taiwan court judgments and administrative interpretations

Aug 28, 2026AI ML

Remote service39/100304

oxylabs oxylabs mcp

oxylabs

Community

Fetch and process content from specified URLs using the Oxylabs Web Scraper API.

Aug 26, 2026AI ML

Remote service39/100104

DottedSign

DottedSign-Official

Community

Automate eSignature workflows and signing tasks via natural language commands.

Jun 10, 2026AI ML

Remote service60/100142

apple rag

BingoWon

Community

Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

Jul 30, 2026AI ML

Remote service39/100116

Pensyve

major7apps

Community

Universal memory runtime for AI agents — episodic, semantic, and procedural memory.

Aug 31, 2026AI ML

Remote service39/10074

webflow

Community

AI-powered design and management for Webflow Sites

Jun 9, 2026AI ML

Remote service39/100138

Questions about AI & Machine Learning MCP servers

How many AI & Machine Learning MCP servers are there?: This directory currently lists 929 MCP servers in the AI & Machine Learning category. The count changes as new servers are published to the official MCP registry, which is re-read daily.
How is the ranking on this page decided?: Order reflects a computed score combining maintenance (commit recency, release cadence, whether the repository is archived), documentation depth, licence and ownership verification, the number of tools exposed, and how many clients have a documented install path. Sponsorship has no effect on it: paid placements appear in separately labelled slots and never inside the ranked list.
Can I use AI & Machine Learning MCP servers without installing anything?: Yes — 367 of the AI & Machine Learning servers listed here are remote servers. They run on the provider's infrastructure and you connect over HTTP with a URL, so there is no local runtime to manage. The trade-off is that your requests and any credentials pass through a third party.
Which clients can I use these with?: Every entry carries install instructions for the clients we can generate a verified command for, including Claude Code, Claude Desktop, Cursor, VS Code, Codex CLI, Windsurf, Cline, Gemini CLI, Copilot CLI, Zed and Goose. Where a client's syntax cannot be confirmed, no snippet is shown rather than a guessed one.