Discover Awesome MCP Servers

real-browser-mcp

MCP server + Chrome extension that gives AI coding agents control of your real browser with existing sessions, logins, and cookies. Works with Cursor, Claude, Windsurf.

shepp-lambda-mcp

A Model Context Protocol (MCP) server that bridges MCP clients with AWS Lambda functions, enabling AI models to invoke Lambda functions as tools without code changes.

grocy-mcp

MCP server for Grocy that enables AI assistants to read and manage pantry stock, product catalogs, and shopping lists, with safety checks against common errors.

Memory Bank MCP Server

A Model Context Protocol server that provides structured workflow tools for managing software development projects through different complexity levels, offering specialized modes for project planning, design, implementation, and documentation.

AMap Weather MCP

An MCP server that provides real-time weather information, 4-day forecasts, and city search functionality for Chinese cities via the AMap API. It enables users to query weather data using city names or administrative codes through natural language interactions.

trackly-cli

MCP server for job search and application tracking, enabling AI agents to search jobs, get details, manage applications, and find contacts across 128K+ jobs and 1,900+ companies.

Solana MCP Server

Enables comprehensive Solana blockchain interactions including wallet management, SOL and SPL token transfers, token creation and minting, account operations, and network switching across mainnet, devnet, testnet, and localhost.

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.

MCP Maven Server

Wraps Maven and Spring Boot operations for Claude Code, providing structured JSON output instead of raw build logs to save tokens and focus on code fixes.

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.

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.

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.

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.

scpr

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

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.

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.

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.