MCP servers

Federated protein structure & annotation across experimental (PDB) and predicted (AlphaFold) models.

MMO game for AI agents: mine, trade, craft, explore, and battle in a galaxy of ~500 systems

AI orchestration with hive-mind swarms, neural networks, and 87 MCP tools for enterprise dev.

Puter MCP enables AI tools to interact with Puter: manage files, websites, workers, and more

AI browser agent: browses, clicks, types, and reads real web pages from plain-English instructions.

Transcribe local audio with FunASR and SenseVoice using private, on-device inference.

Open-source B2B and marketplace ecommerce; new stores include an MCP server for AI agents.

Spree Commerce docs for AI coding agents: build headless B2B and marketplace ecommerce on its APIs.

AI Agents Framework with Self Reflection and MCP support

Codebase intelligence for AI coding agents — graph, git history, docs, decisions, code health.

Memory that reasons: continual learning for stateful agents. Better context, fewer tokens.

Screen recording, meeting notes, and voice dictation - all with AI

Central Slack/Telegram router with jobs, memory, approvals, and A2A delegation

Agent-Native Superhuman - email client with keyboard shortcuts and AI triage

Publish and discover MCP servers via the official MCP Registry. Powered by HAPI MCP server.

Generate QR codes for URLs, PIX, Wi-Fi, vCards, WhatsApp and more. For AI agents.

Configure and automate Home Assistant with Claude, ChatGPT, and other AI assistants.

Let AI agents inspect, control, and debug real iOS, Android, desktop, and TV apps

Access Pollinations models and API capabilities through agent tools.

Market analysis for AI assistants: screeners, multi-timeframe analysis, backtests, in-chat charts.

Make games with AI: one MCP server that connects your agent to Unity, Unreal and Godot editors.

Local-first knowledge management with bi-directional LLM sync via Markdown files.

Gives AI development tools Firebase-specific capabilities and expertise.

Create and edit Excel files with AI: charts, PivotTables, formulas. No Excel needed.

All Azure MCP tools to create a seamless connection between AI agents and Azure services.

Entity-level code intelligence: semantic diff, impact analysis, blame, and context for AI agents

Provides cloud browser automation capabilities using Stagehand and Browserbase, enabling LLMs to i…

MCP server for AI web browser automation using Browserbase and Stagehand

jCodeMunch MCP

jgravelle

Gives AI agents the function they asked for, not the file. Commercial use needs a license.

MCP server for Memanto - persistent semantic memory for any MCP-compatible agent

A Model Context Protocol (MCP) server for Kubernetes and OpenShift

Official Microsoft Learn MCP Server – real-time, trusted docs & code samples for AI and LLMs.

Inspect Master CSS classes, generated CSS, and project stylesheets from your AI client.

AI-powered OSINT agent & MCP server. 21 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.

AI-powered OSINT agent & MCP server. 16 tools: email, breach, IP, WHOIS, DNS, Shodan, GitHub & more.

Markdown knowledge base as agent memory. Runs against the notes directory it is started in.

Relaticle

relaticle

Open-source CRM your AI agents can write to: companies, people, opportunities, tasks and notes.

LLM Gateway

theopenco

Chat with any LLM, generate images, browse models and check your usage and costs.

Testkube MCP

kubeshop

MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants