AI / ML

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

Prompt injection · model poisoning · data leakage
4,781Total Servers
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innovation-lab-examples

A curated collection of comprehensive Fetch.ai Innovation Lab examples, showcasing advanced use cases and detailed implementations beyond the main documentation.

by fetchai

Python986
@inscada/mcp-server

inSCADA MCP Server — SCADA operations via MCP protocol

by habibkara

TypeScript
InsideOut (Riley)

Designs, prices, and deploys AWS/GCP cloud infrastructure from plain-English requirements.

by insideout

instagram-cli

Agentic AI to communicate with Instagram (and MCP too)

by lupikovoleg

Python36
Instagram Engagement Analysis

Analyze Instagram engagement metrics, extract demographic insights, and identify potential leads from posts and accounts. Gain actionable insights to enhance your social media strategy and marketing efforts.

@instantdb/mcp

Model Context Protocol (MCP) server for managing Instant apps, schemas, and permissions!

by GitHub Actions

TypeScript
intelcom-mcp-server

MCP server for Intelcom package tracking — track parcels by tracking number directly from Claude

by artem112

TypeScript
IntelliConnect

本项目为xiaozhi-esp32提供后端服务 | A Powerful AI agent IoT platform core.

by ruanrongman

Java118
intelligent-investor

FIT AI Use Cases Demo/Proof of Concept - Intelligent Investor

by timmyneutron

TypeScript0
interactive-mcp

Vibe coding should have human in the loop! interactive-mcp: Local, cross-platform MCP server for interact with your AI Agent

by ttommyth

TypeScript345
interactive-mcp-server

Interactive MCP server for user feedback and command execution in AI-assisted development, featuring dual interface support (Web UI and Desktop Application) with intelligent environment detection and cross-platform compatibility.

Python
interoperable-context-service

MCP Server Implementation for saving LLM context.

by mattheworris

TypeScript0
intlayer

Per-component Internationalisation solution for JS application. Type-Safe. Translate with AI. Edit Visually.

by aymericzip

TypeScript723
Investigation Game App

Find out who killed Claude by interrogating the LLM driven suspects...

by investigation-game

Investor Data Server

Provide seamless access to investor data through a dedicated MCP server. Enable clients to query and retrieve financial and investment-related information efficiently. Facilitate integration of investor data into applications with minimal setup.

invokeai-mcp-server

A Model Context Protocol server for InvokeAI image generation

Python
io.aitrips/trip-planner

AI-native trip planning with flights, activities, accommodations, tasks, and maps.

by aitrips

io.allourthings/mcp-server

AI-powered household inventory — query everything you own via natural language

by allourthings

TypeScript
io.cg3/prior

Shared knowledge base for AI agents. Search and contribute solutions to technical problems.

by cg3

TypeScript
io.fhirfly/mcp-server

Healthcare data: drugs, providers, diagnoses, labs, vaccines, claims, and Medicaid endpoints.

by fhirfly

TypeScript
io.nestr/mcp

Connect AI to Nestr for Holacracy, Sociocracy, and self-organizing teams.

by nestr

TypeScript
io.opentweet/mcp

Manage your Twitter/X presence from any AI assistant — schedule, threads, and more

by opentweet

TypeScript
io.opsera/opsera

Opsera AI Agent MCP server providing authenticated DevOps automation over SSE

by opsera

io.pm-33/mcp-server

AI-powered product management: backlog optimization, scheduling, forecasting, and PRD generation.

by pm-33

io.scanbimlabs/acc

Autodesk Construction Cloud: issues, RFIs, sheets, coordination.

by scanbimlabs