Discover Awesome MCP Servers

Docs-MCP

An MCP server that allows users to efficiently search and reference user-configured documents through document listing, grep searching, semantic searching with OpenAI Embeddings, and full document retrieval.

notion_summary_server

MCP server that automatically saves summaries of AI papers or stock articles to a Notion database.

Learning Path Check MCP Server

A server that enables checking and managing learning paths based on the 2022 Korean national curriculum, including child profile management, curriculum search, prerequisite tracing, and learning check creation with deterministic state assessment.

Spotify Playlist MCP Server

Enables creating and managing Spotify playlists using natural language with advanced similarity matching across 8 different algorithms. Supports finding similar tracks based on audio features, mood, energy, genre, and custom weighted parameters to build personalized playlists automatically.

wisel-mcp

This MCP server provides an editorial bridge to Wisel.my, allowing health checks, story management (list, get, create draft, update, publish, and schedule) through the Wisel API over HTTPS.

MCP Content Analyzer

Enables comprehensive content analysis through web scraping, document processing (PDF, DOCX, TXT, RTF), screenshot analysis, and local Excel database management. Provides intelligent workflows for extracting, analyzing, and storing content from multiple sources with automated categorization and search capabilities.

Database Query MCP Server

Enables secure read-only querying of multiple database types (MySQL, PostgreSQL, MSSQL, Oracle) through natural language. Automatically reads database configuration from project files and blocks any data modification operations for safety.

gemini-cli

Integrates the local gemini CLI tool with Claude Code, allowing Claude to execute Gemini AI queries via the MCP protocol.

bergauf

Lets an LLM plan hikes anywhere in Switzerland by combining named routes, elevation profiles, weather forecasts, and public transport.

Globus MCP Server

Enables AI agents to perform federated data transfers and remote code execution on HPC endpoints via Globus, wrapping the Globus CLI and Globus Compute SDK.

MCP Git Commit Generator

Analyzes Git repository changes and generates conventional, context-aware commit messages using the Model Context Protocol.

PromptForge MCP Server

Intelligently optimizes and enhances user prompts before execution using pattern matching, domain-specific enhancements, and analytics tracking for consistent AI outputs across marketing, data analysis, tax/accounting, and code generation domains.

WebControl

Headless browser automation for LLM agents via REST API or MCP tools. Enables navigating pages, reading structured content, clicking elements, filling forms, and executing JavaScript.

Advanced Web Fetching MCP Server

Enables fetching and processing web content with advanced features including batch processing of up to 20 URLs, streaming support, metadata extraction, and multiple output formats (HTML, Markdown, plain text) with enterprise-grade security and global edge performance.

baseline-mcp

Enables read-only interaction with Baseline irrigation controllers, including status, alarms, and historical reporting.

cairn

Self-hosted personal context layer that gives AI agents shared memory via MCP.

fieldroutes_mcp

MCP server for the FieldRoutes pest-control / lawn-care operations platform — talk to your data from Claude, Cursor, or any MCP client.

DotNet MCP Server Demo

A demonstration .NET 8 Web API that implements the Model Context Protocol with basic authentication. Provides sample tools for time retrieval, echo functionality, and basic arithmetic calculations through RESTful endpoints.

MCP_Projects

A model context protocol server example collection that demonstrates tool integration, stdio and HTTP transports, and LangChain adapters for building AI-powered applications.

Context Catalog MCP

Exposes schema, lineage, and data-quality trust signals from a SQLite-backed catalog as MCP tools, enabling AI agents to answer grounded questions about datasets without hallucinating.

battlecard

Competitive intelligence MCP server for sales teams. Get battle cards, objection handlers, pricing comparisons, pre-call briefings, and AI sales simulations for any company vs any competitor. 11 tools with a free tier.

@smart-compost/mcp

MCP server for Smart Compost platform that lets LLM agents list composting processes/devices and pull measurements as read-only tools.

claude-session-title

Renames Claude Desktop sessions only when explicitly asked, via a single MCP tool that resolves session IDs and updates titles without touching configuration files.

Civil 3D MCP Server

Enables AI assistants to interact with Autodesk Civil 3D through natural language, supporting tools for surfaces, alignments, profiles, corridors, pipe networks, COGO points, and AutoCAD geometry.

alphacouncil-agent

A Codex/Claude Code plugin that spawns multiple analyst agents to research stocks, runs a bull vs bear debate, and produces a portfolio-manager verdict (Buy/Hold/Sell) with sourced evidence.

mcp-opencages

Enables forward and reverse geocoding using the OpenCage API, allowing conversion between addresses and coordinates.

Enel SP: Download + OCR

MCP server for downloading and extracting text via OCR from Enel São Paulo electricity bills. Read-only with magic-link authentication and pre-paid credit usage.

solar-mcp

MCP server for space weather and HF propagation conditions — live solar flux, Kp index, DSCOVR solar wind, X-ray flux, alerts, 27-day forecast, and band-by-band outlook through any MCP-compatible AI assistant.

Porto Bank MCP

Enables natural language queries about Porto Bank accounts via Open Finance, including balances, statements, credit card bills, and investments, using Claude, ChatGPT, and AI agents.

safe-agent-mcp

Enables any MCP client to execute DeepSeek Harness agents and shell commands through standard MCP tools, bridging multi-agent capabilities with sandboxed execution.