mcp/openapi-schema

mcp

OpenAPI Schema Model Context Protocol Server

ai/smolvlm

Docker

SmolVLM: lightweight multimodal model for video, image, and text analysis, optimized for devices.

mcp/markdownify

mcp

A Model Context Protocol server for converting almost anything to Markdown.

mcp/exa

mcp

Exa MCP for web search and web crawling!

mcp/cloud-run-mcp

mcp

MCP server to deploy apps to Cloud Run

mcp/chroma

mcp

A Model Context Protocol (MCP) server implementation that provides database capabilities for Chroma

mcp/pulumi

mcp

Pulumi MCP server enables AI-powered coding assistants to help you codify cloud architectures and...

mcp/openweather

mcp

A simple MCP service that provides current weather and 5-day forecast using the free OpenWeatherM...

ai/nomic-embed-text-v1.5

Docker

Nomic Embed Text v1 is an open‑source, fully auditable text embedding model

mcp/openbnb-airbnb

mcp

MCP Server for searching Airbnb and get listing details.

mcp/line

mcp

MCP server that integrates the LINE Messaging API to connect an AI Agent to the LINE Official Acc...

ai/qwen3-embedding-vllm

Docker

Qwen3 Embedding: multilingual models for advanced text/ranking tasks like retrieval & clustering.

ai/kimi-k2

Docker

Kimi K2 Thinking: open-source agent with deep reasoning, stable tool use, fast INT4, 256k context.

ai/qwq

Docker

Experimental Qwen variant—lean, fast, and a bit mysterious

mcp/sec-edgar

mcp

MCP server to interact with the US SEC EDGAR database, developed by the community and maintained ...

ai/devstral-small

Docker

Agentic coding LLM (24B) fine-tuned from Mistral-Small-3.1 with a 128K context window

mcp/neon

mcp

MCP server for interacting with Neon Management API and databases

redhat/granite-7b-lab-gguf

Red Hat, Inc.

4-bit quantized version of model Granite-7b-lab

ai/qwen3-reranker-vllm

Docker

Multilingual reranking model for text retrieval, scoring document relevance across 119 languages.

ai/qwen3-vllm

Docker

Qwen3 is the latest Qwen LLM, built for top-tier coding, math, reasoning, and language tasks.

mcp/apify-mcp-server

mcp

Apify is the world's largest marketplace of tools for web scraping, data extraction, and web auto...

mcp/sentry

mcp

A Model Context Protocol server for retrieving and analyzing issues from Sentry.io. This server p...

mcp/databutton

mcp

Databutton MCP Server

mcp/mcp-code-interpreter

mcp

A Python-based execution tool that mimics a Jupyter notebook environment. It accepts code snippet...

ai/gpt-oss-vllm

Docker

OpenAI’s open-weight models designed for powerful reasoning, agentic tasks

mcp/github-chat

mcp

A Model Context Protocol (MCP) for analyzing and querying GitHub repositories using the GitHub Ch...

ai/moondream2

Docker

An open-source visual language model that interprets images via text prompts, fast and powerful.

ai/granite-4.0-h-tiny

Docker

7B long-context instruct model with RL alignment, IF, tool use, and enterprise optimization.

mcp/cyreslab-ai-shodan

mcp

A Model Context Protocol server that provides access to Shodan API functionality

mcp/atlas-docs

mcp

Provide LLMs hosted, clean markdown documentation of libraries and frameworks