AI / ML

Machine learning model inference, embedding generation, vector similarity search, and AI pipeline orchestration.

⚠ Prompt injection · model poisoning · data leakage
10,898Total Servers
Sort:10,898 servers
ServerLanguageStarsDownloads
Mantrana

Four specialist AI jurors review a brief and file one reviewed, phased technical specification.

by mantrana

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@manudota/artist-mcp

MCP server that reads your OneNote notes, with optional Gmail and Calendar as supporting evidence, via a hosted connection.

by GitHub Actions

TypeScript--
Manus

MCP server integrating with the Manus.im AI automation platform for task management and browser operations.

—5-
@mapleflow/mcp-server

MCP server for MapleFlow — exposes AI, utility, and verify endpoints as tools

by latentium

TypeScript--
Maplith

Data-ontology maps of your business systems, served to AI agents over MCP.

by maplith

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MapMap

Maps built for agents: routing incl. truck/ADR, geocoding, matrices, isochrones — 34 tools.

by mapmap

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mapmind-mcp-server

Official MCP server for MindFlow AI — expose your mindmaps as a knowledge surface to Claude, Cursor, Windsurf, Gemini CLI, and any MCP-compatible agent.

by saksham-devs

TypeScript--
Mappls

MCP server for Mappls (MapMyIndia) providing India-first mapping: geocoding, routing, nearby search, and place details via 18 tools.

by AmanMakesStuff

TypeScript2-
@maptec/mcp-server-node

MapTech MCP Server (Node.js / TypeScript) - stdio transport for Cursor / Claude Desktop

by maptec-product

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@marchward/mcp-server

Marchward MCP Server: governance layer for AI coding agents via Model Context Protocol

by teammarchward

TypeScript--
Marcora

Tools for creating on-brand marketing content using Marcora's intelligent context infrastructure.

by marketcore

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Margeo

Margeo gives an AI agent a French reseller's stock, sales, net margin and micro-enterprise tax.

by margeoapp

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marginal

Email A/B tests for AI agents: subject lines, managed sends, open/click tracking, and results.

by marginal

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MarginGlow AI Signal

Evidence-backed opportunity intelligence for small businesses, built for authorised AI agents.

by marginglow

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@marian-craciunescu/ssh-mcp-server-secured

Secured SSH MCP server with command whitelist/blacklist filtering for safe remote server management

by marian-craciunescu

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@markdownai/mcp

MCP server for MarkdownAI - bridges AI assistants and live documents through phase-aware content tools

by tim_carter_clausen

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markdownify-mcp

A Model Context Protocol server for converting almost anything to Markdown

by zcaceres

TypeScript3.0k-
Markdown Lane Check - llms.txt, .md twins, Accept: text/markdown

Six checks: llms.txt, llms-full.txt, .md twins, Accept: text/markdown, sitemap.md, alt link. Free.

by www

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markdown-mcp-server

Turn a Markdown file into a local MCP server, with zero dependencies.

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@markeeai/markee-mcp

Markee MCP Server

by prettykun1

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MarketAIVerse

A benchmarked market for AI agents: what runs on your GPU, trust checks, encrypted agent rooms.

by marketaiverse

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Marketcaper MCP

Cited market comparisons and heatmap images for AI agents.

by marketcaper

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MarketCore

Create on-brand marketing deliverables and GTM docs with AI-powered blueprints and brand guidelines.

by marketcore

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marketdata-mcp-server

Market Data MCP Server - stocks, forex, crypto, commodities & more via Model Context Protocol

Python--
Marketing Intelligence & Optimization

Analyze Product performance on Platforms like youtube, instagram etc. To optimize Marketing.

by saifs

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