Kubeopt

AI-native marketplace for pre-cleared licensed assets. Search, license, and stream media rights programmatically — built for post-production, editorial, and brand workflows. Includes tools to search assets, get asset details, and generate usage agreements.

Preflight spend control for AI agents. Block runaway agent loops before they start - not after the bill arrives. Per-request cost ceilings, budget checks, and outcome-based metering in 2 MCP tool calls.

A Model Context Protocol (MCP) server for image generation and manipulation using fal.ai's Stable Diffusion model.

Metabase includes a built-in MCP server that lets AI clients connect directly to a Metabase instance. It builds on Metabase's Agent API to expose tools for searching, exploring, querying, and visualizing data — all scoped to the connecting user's permissions.

Ground Claude, ChatGPT, Cursor, and Windsurf in 300M scientific works — every citation is a real, verifiable DOI.

MCP Advisor & Installation - Use the right MCP server for your needs

Web content fetching and conversion for efficient LLM usage

The Interplanetary File System (IPFS) MCP toolkit gives AI Agents and automated workflows the ability to utilize IPFS as a backend storage medium. Upload, retrieve, pin, and manage encrypted files on IPFS via a simple API accessible as MCP tools.

Web and local search using Brave's Search API

The simplest, most complete, end-to-end agent-managed company brain. One workspace where humans and any MCP-compatible AI agent (Claude, Cursor, Windsurf, ChatGPT, Gemini, and more) co-author living documents (Markdown-native with a rich superset on top), 40+ visual diagrams (Mermaid, BPMN 2.0, D2, PlantUML, GraphViz, ELK, Excalidraw freehand), plans, timelines, tasks, improvements, and a self-learning Knowledge Graph that IS the company brain. Lean, fast, secure, and affordable — flexible enough for one person organising a personal mind, through to small businesses, growing businesses, and enterprise. 163 MCP tools across 16 categories let an agent drive end-to-end: sign-up → billing → org/workspace/project → members → teams → permissions → brain scope → docs → diagrams → plans, all without a human touching the UI. Auth: OAuth 2.1 with Dynamic Client Registration, or Bearer API key with prefix sta_.

pentestMCP: AI-Powered Penetration Testing via MCP pentestMCP provides a powerful bridge between Large Language Models (LLMs) and practical penetration testing tools through the Model Context Protocol (MCP). This project functions as an MCP Server, exposing a curated suite of over 20 standard security assessment utilities (Nmap, Nuclei, ZAP, SQLMap, etc.) as callable 'tools'. This allows AI agents within MCP-compatible clients (like Claude Desktop or specific VS Code setups) to leverage these utilities for automated and interactive security analysis tasks.

Unified real-time search engine skill for AI agents.

Place order with your e-commerce agent using Zadig&Voltaire MCP

Artefact MCP Server gives Claude, Cursor, and Windsurf access to three methodology-driven revenue intelligence tools built on real B2B consulting engagements. Three tools: run_rfm — Scores HubSpot customers on Recency, Frequency, Monetary value. Classifies into 11 segments (Champions → Lost) and extracts ICP patterns from top performers. qualify — ICP Triangulation Framework™: scores prospects across Firmographic Fit, Behavioral Fit, and Growth Signals. Returns tier (Ideal / Strong / Moderate / Poor) with engagement strategy. score_pipeline_health — Analyzes open deals for velocity, stage conversion, bottlenecks, and at-risk detection. Returns a 0–100 pipeline health score. Works with live HubSpot data or demo data (no API key required to test).

A Model Context Protocol server that exposes the Aspro.Cloud REST API to LLM clients. The server ships with the bundled OpenAPI spec, so the model can discover modules, entities and methods on its own and call them safely. The server reads its .env from the project root regardless of the working directory the client launches it in.

Give brains to your small models. MCP server that enforces step-by-step Chain-of-Thought — turns 4B models into methodical reasoners

The first payment-contingent FX protection server on MCP. Price a Guard (invoice-linked FX protection for SME invoices and payables), get live spot and forward rates, model 25 years of historic FX stress scenarios, and resolve settlement dates — all via natural conversation. Public endpoint, no authentication required. Designed for PSPs, accounting platforms, and agentic cross-border payment workflows.

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

An MCP server implementation for retrieving information from the AWS Knowledge Base using the Bedrock Agent Runtime.

CiteTrue is the #1 free AI-powered citation verification tool that helps researchers and students ensure their citations are authentic and accurate. We search through vast authoritative academic databases to verify citations and flag any that appear to be fake or AI-generated. Use CiteTrue as your trusted #1 Academic Source Checker to validate references instantly.

The simplest, most complete, end-to-end agent-managed company brain. One workspace where humans and any MCP-compatible AI agent (Claude, Cursor, Windsurf, ChatGPT, Gemini, and more) co-author living documents (Markdown-native with a rich superset on top), 40+ visual diagrams (Mermaid, BPMN 2.0, D2, PlantUML, GraphViz, ELK, Excalidraw freehand), plans, timelines, tasks, improvements, and a self-learning Knowledge Graph that IS the company brain. Lean, fast, secure, and affordable — flexible enough for one person organising a personal mind, through to small businesses, growing businesses, and enterprise. 163 MCP tools across 16 categories let an agent drive end-to-end: sign-up → billing → org/workspace/project → members → teams → permissions → brain scope → docs → diagrams → plans, all without a human touching the UI. Auth: OAuth 2.1 with Dynamic Client Registration, or Bearer API key with prefix sta_. Public repo: https://github.com/stablebaseline/mcp · Docs: https://stablebaseline.io/docs/mcp

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The Korean equity MCP for ChatGPT, Claude.ai, Cursor — Streamable HTTP hosted, 1-click connect, no DART API key needed for free tools. 21+ named-entity classification (activists + foreign holders), DART filings, English-first

高德地图官方 MCP Server

Render music notation from a JSON score to inline SVG (Verovio + Bravura), round-trippable MusicXML, and base64 MIDI in one call. Includes pre-flight validation with concrete fix suggestions and a curated music-theory knowledge search. Free, open, no auth, sponsored by Gradus School of Music Composition.

AI image generation using various models