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26,784 MCP servers

Vendor-operated and community listings, with live-check and source-verification states shown independently.

Showing 13,201–13,212 of 26,784 servers

Sorted by name, A–Z

ServerTypeCategoryAccessSetup
MarvinLabs vram_fit MCP logo, by MarvinLabs

MarvinLabs vram_fit MCP

By MarvinLabs · 3 tools · Read-only

An MCP server that provides tools to determine if a specific QLoRA fine-tuning configuration for the gemma-3-4b-it model will fit on a given GPU.

VendorRemote HTTP
AI and machine learning
No sign-in
Marx Finance MCP logo, by Marx Finance

Marx Finance MCP

By Marx Finance · 0 tools

The Marx Finance MCP server enables AI agents to interact with the Marx social trading platform.

VendorRemote HTTP
AI and machine learning
No sign-in
Marzban MCP logo, by Ilmar7786

Marzban MCP

By Ilmar7786 · 0 tools · 26 GitHub stars

An MCP server that exposes Marzban operations as tools for AI agents, allowing integration with the Marzban panel via a shared TypeScript SDK for authentication, retries, and…

CommunityPackage
Developer toolsSource reviewed
Marzban MCP logo, by ilmar7786

Marzban MCP

By ilmar7786 · 0 tools · 26 GitHub stars

An MCP server that exposes Marzban panel operations as tools for AI agents.

CommunityPackage
Developer toolsSource reviewed
Marziale Technologies MCP logo, by Marziale Technologies

Marziale Technologies MCP

By Marziale Technologies · 0 tools

This MCP server allows AI agents to connect directly to Marziale Technologies for business consultation and talent recruitment.

VendorRemote HTTP
Productivity and knowledge
No sign-in
MasaDeals MCP logo, by MasaDeals

MasaDeals MCP

By MasaDeals · 3 tools · Not fully annotated

A verified promo-code feed for AI shopping agents that provides codes ranked by checkout success rather than commission.

CommunityRemote HTTP
Commerce
No sign-in
MAScope MCP logo, by bbb-build

MAScope MCP

By bbb-build · 0 tools

An MCP server that provides access to MAScope's World MiniApp reviews and analytics.

CommunityPackage
AI and machine learningSource reviewed
MascotLab MCP logo, by MascotLab

MascotLab MCP

By MascotLab · 0 tools

MascotLab's official MCP server allows developers to generate consistent, on-model mascots, props, poses, and animations directly from coding agents like Claude Code and Cursor.

VendorRemote HTTP
Design
OAuth sign-in
Mascowiz MCP logo, by Mascowiz

Mascowiz MCP

By Mascowiz · 0 tools

An official MCP server provided by Mascowiz that allows AI coding agents to generate, animate, and download app mascots.

VendorRemote HTTP
Design
API key
Mashkanta-Buddy MCP logo, by Mashkanta-Buddy

Mashkanta-Buddy MCP

By Mashkanta-Buddy · 0 tools

An Israeli mortgage analysis tool that allows AI agents to extract data from mortgage documents, compare tracks against Bank of Israel benchmarks and a consented peer pool, and…

CommunityRemote HTTP
Data and analytics
OAuth sign-in
MaShop MCP logo, by MaShop

MaShop MCP

By MaShop · 0 tools

An official Model Context Protocol server provided by MaShop that allows AI agents and coding assistants to interact with MaShop e-commerce projects.

VendorRemote HTTP
Developer tools
OAuth sign-in
Mash Prime MCP logo, by Mash Prime

Mash Prime MCP

By Mash Prime · 0 tools

A remote Model Context Protocol server operated by Mash Prime that exposes the mashprime.dev website as native tools for AI agents.

VendorRemote HTTP
Documentation and reference
No sign-in

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How listings and verification work

Remote listings are live-checked and re-checked weekly. Local packages are validated from their attributed registry or catalog source and are never executed by Koskamo. Community and vendor evidence are labelled separately.

Access labels describe remote connection and discovery. Individual tools may require accounts, credentials, permissions, or payment. Registry membership and endpoint checks are not security audits.

Operators can list their own server through the public API or the koskamo_register_mcp_server MCP tool: prove control of the endpoint's domain with a well-known file or a DNS TXT record, pass the live check, and it is published at once. Proofs are re-checked weekly. Admins can still hide or remove any listing.

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