mcp/arxiv-mcp-server

mcp

The ArXiv MCP Server provides a comprehensive bridge between AI assistants and arXiv's research r...

mcp/tavily

mcp

The Tavily MCP server provides seamless interaction with the tavily-search and tavily-extract too...

ai/granite-docling

Docker

Granite Docling is a multimodal model for efficient document conversion.

mcp/neo4j-cypher

mcp

Interact with Neo4j using Cypher graph queries.

mcp/aws-cdk-mcp-server

mcp

AWS Cloud Development Kit (CDK) best practices, infrastructure as code patterns, and security com...

ai/gemma3-vllm

Docker

Google’s latest Gemma, small yet strong for chat and generation

mcp/elevenlabs

mcp

Official ElevenLabs Model Context Protocol (MCP) server that enables interaction with powerful Te...

mcp/stripe

mcp

Interact with Stripe services over the Stripe API.

mcp/markitdown

mcp

A lightweight MCP server for calling MarkItDown.

mcp/ast-grep

mcp

ast-grep is a fast and polyglot tool for code structural search, lint, rewriting at large scale.

mcp/npm-sentinel

mcp

MCP server that enables intelligent NPM package analysis powered by AI.

ai/ministral3

Docker

Ministral 3: compact vision-enabled model with near-24B performance, optimized for local edge use

mcp/elasticsearch

mcp

Interact with your Elasticsearch indices through natural language conversations.

mcp/mcp-discord

mcp

Interact with the Discord platform.

mcp/n8n

mcp

Bridges n8n's workflow automation platform with AI models, providing access to 543 n8n nodes, wor...

mcp/jetbrains

mcp

A model context protocol server to work with JetBrains IDEs: IntelliJ, PyCharm, WebStorm, etc. Al...

ai/embeddinggemma

Docker

Embedding Gemma is a state-of-the-art text embedding model from Google DeepMind

mcp/everything

mcp

Reference / test server with prompts, resources, and tools

redhat/granite-3-2b-instruct

Red Hat, Inc.

IBM's Granite 3.0 large language model (LLM), optimized for local large language model operations

mcp/paper-search

mcp

A MCP for searching and downloading academic papers from multiple sources like arXiv, PubMed, bio...

ai/qwen3-embedding

Docker

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

ai/seed-oss

Docker

Designed for reasoning, agent and general capabilities, and versatile developer-friendly features

ai/magistral-small-3.2

Docker

24B multimodal instruction model by Mistral AI, tuned for accuracy, tool use & fewer repeats

mcp/neo4j-memory

mcp

Provide persistent memory capabilities through Neo4j graph database integration.

ai/mistral-nemo

Docker

Mistral fine-tuned via NVIDIA NeMo for smoother enterprise use

ai/gpt-oss-safeguard

Docker

Safety reasoning models for policy-based text classification and foundational safety tasks.

ai/mxbai-embed-large

Docker

mxbai-embed-large-v1 is a top English embed model by Mixedbread AI, great for RAG and more.

mcp/api-gateway

mcp

A universal MCP (Model Context Protocol) server to integrate any API with Claude Desktop using on...

mcp/postman

mcp

Postman's MCP server connects AI agents, assistants, and chatbots directly to your APIs on Postma...