Discover Awesome MCP Servers

minimax-llm-mcp

Exposes the MiniMax M3 LLM API to MCP-compatible clients, enabling chat completions, text completions, tool calls, and token counting via stdio or SSE transport.

schrodinger-mcp

Enables AI assistants to execute computational chemistry and drug discovery workflows using Schrödinger Suites 2026, including protein preparation, docking, ADMET, QM/MM calculations, and job management.

Superlinked MCP Server

Enables AI assistants to create and query multi-dimensional vector indexes from structured data files using Superlinked's vector search framework, supporting semantic search, recency, numerical, and categorical filtering.

n8n MCP Server

Enables management of n8n workflows, executions, credentials, tags, and variables via MCP tools. Supports stdio, Claude Code, and Claude Web with optional Authentik OAuth.

edgegate-mcp

MCP server for EdgeGate that enables setting up edge-AI regression gates on Snapdragon devices directly from Claude Code, Cursor, or Claude Desktop.

Confluence MCP Server

MCP server for Atlassian Confluence integration with Claude Code, enabling search, read, create, update pages, manage labels, and list spaces via natural language.

fhir-mcp-suite

Three composable MCP servers for clinical AI — FHIR R4 read/search/validate, medical terminology (LOINC/SNOMED/RxNorm/ICD-10), and drug safety reasoning (interactions, dose check, allergy). Apache-2.0, production-ready.

local-model-suitability-mcp

Evaluates task suitability for local models before cloud API calls, routing to Ollama or similar to reduce costs.

codesurface

MCP server that indexes your codebase's public API at startup and serves it via compact tool responses, saving tokens vs reading source files.

mcp-comfyui

Bridges Claude Desktop to local and remote ComfyUI instances, enabling health checks, model listing, workflow queuing, status polling, and output retrieval.

Emotion MCP

An MCP server that enables AI assistants to switch character portraits (2D images or VRM 3D models) based on emotion, with support for multiple transitions and real-time updates via WebSocket.

codex-mcp-server

An open-source MCP server that connects your IDE or AI assistant to the Codex CLI, enabling non-interactive automation with codex exec, safe sandboxed edits with approvals, and large-scale code analysis via @ file references.

Sentinel Solutions MCP Server

Analyzes Microsoft Sentinel solutions from GitHub repositories to map data connectors to Log Analytics tables and query security content like detections and playbooks. It provides instant access to the official Content Hub or private repositories through a high-performance pre-built index.

RAG Information Retriever

An MCP server that implements Retrieval-Augmented Generation to efficiently retrieve and process important information from various sources, providing accurate and contextually relevant responses.

Vedaksha

Vedaksha MCP Server Astronomical ephemeris and Vedic astrology computation for AI agents via the Model Context Protocol.

spines-underground

Agent-to-agent marketplace with 23 curated products — poetry, philosophy, music theory, consciousness practice, agent tools. 13 free, 10 paid ($1.99–$4.99 USDC on Base or Solana via x402). Built by Spine and Lisa Maraventano from Clarksdale, Mississippi.

openapi-mcp-bridge

Transforms OpenAPI definitions into MCP tools for seamless LLM-API integration.

scpr

A web scraping CLI tool that converts web pages to markdown and also runs as an MCP server for agent integration.

SageMath MCP Server

A universal mathematics MCP server that gives LLM clients full access to SageMath for symbolic calculus, number theory, linear algebra, and more, with persistent state across tool calls.

mcp-brreg

MCP server for the Norwegian Central Coordinating Register for Legal Entities (Enhetsregisteret), providing tools to search companies, get full register records, list recent registrations, and retrieve registered roles.

ypollak2/llm-router

Routes your AI tasks to the best available model across 20+ providers — automatically selecting based on task type, budget, and subscription pressure. Supports text, image, video, and audio with built-in cost optimization and fallback chains.

Solana DeFi Intelligence MCP Server

An MCP server that gives AI agents real-time Solana DeFi intelligence — smart money tracking, rug detection, wallet analysis, and token research.

Shell Executor MCP Server

Provides safe shell command execution capabilities for AI agents and tools like VS Code Copilot through a whitelist-based filtering system.

mcp-research-pipeline

Unifies YouTube transcripts, YouTube search, and Google NotebookLM into a research pipeline for Claude Desktop and MCP clients.

AI-Notion Integration MCP Server

Enables AI assistants to save and manage question-and-answer pairs within a structured Notion database. It provides tools for database setup, entry creation, and querying existing conversation history.

trammel

AI task planner for coding assistants that breaks goals into ordered steps, verifies each step with isolated test runs, learns from failures, and saves successful strategies as reusable recipes.

Hello MCP Server

A minimal stateless MCP server for Cloudflare Workers that provides a greeting tool, demonstrating the use of createMcpHandler from the Agents SDK.

Mesh Design System MCP Server

A Model Context Protocol server that provides AI assistants access to Mesh Design System components and design tokens, enabling AI-powered development tools to natively understand and utilize these UI components.

perun-mcp

Enables AI agents to search for cheap flights, InPost parcel lockers, and hotels via the Perun.search API for trip planning in Poland.

px-pipe-mcp

Renders large text blobs as dense PNG image pages via pxpipe, enabling vision models to read content at ~3x token efficiency with a single inline image block.