Discover Awesome MCP Servers

pancake-api-mcp

Serves the Pancake API documentation to AI assistants, enabling them to search endpoints, retrieve full API contracts, webhook payloads, and guides without live API access.

Math MCP Server

Enables mathematical calculations through basic arithmetic operations including addition, subtraction, multiplication, division, exponentiation, and logarithms. Provides a simple interface for AI agents to perform mathematical computations.

pfc-mcp

MCP server that gives AI agents full access to ITASCA PFC - browse documentation, run simulations, capture plots, all through natural conversation. Built on the Model Context Protocol, pfc-mcp turns any MCP-compatible AI client (Claude Code, Codex CLI, Gemini CLI, OpenCode, toyoura-nagisa, etc.) into a PFC co-pilot that can look up commands, execute scripts, monitor long-running simulations.

@striderlabs/mcp-chickfila

MCP server that enables AI agents to interact with Chick-fil-A via browser automation for menu search, nutrition info, location finder, and mobile ordering.

KiCad MCP Server

Enables LLMs to inspect, edit, analyze, and render PCB layouts in real-time using the KiCad IPC API, providing tools for board configuration, footprints, tracks, zones, nets, text, shapes, dimensions, exports, screenshots, and CLI automation.

XRP Ledger Testnet MCP Server

Enables AI systems to interact with the XRP Ledger Testnet, supporting XRP payments, token operations, NFTs, escrow, DEX trading, and more.

polymarket-mcp-server

Provides read-only access to Polymarket prediction markets, enabling searches, order book inspection, price history, reward market rankings, and trader activity via natural language.

arcgis-victoria

Access City of Victoria, BC open geospatial data (parcels, zoning, parks) via ArcGIS Feature Services, enabling AI agents to search datasets and query layers.

Mastodon MCP

A Model Context Protocol server that provides tools for interacting with Mastodon, enabling users to create toots with customizable visibility and attach media files with descriptions.

masv

Provides LLMs with tools to interact with the MASV API. MASV is an easy-to-use and ultra-reliable managed file transfer service designed for teams of all sizes. It allows users to send and receive massive files without size limits, while ensuring data integrity and security through its robust cloud infrastructure that supports cloud, on-prem, and hybrid workflows. Learn more https://massive.io/

Astral MCP

Precision-audited astrology MCP for natal charts, transits, synastry and moon phases. No API key.

GitHub MCP Server

Enables AI assistants to perform GitHub operations such as creating repositories, issues, pull requests, and more through natural language.

dawarich-mcp-server

Exposes read-only location history and related data from Dawarich via MCP tools, designed to run behind an OAuth-terminating proxy.

mcp-spotify

Enables AI agents to create, manage, and populate Spotify playlists using the Spotify Web API.

flighttrack

MCP server for monitoring flight prices: users can track flights, set price thresholds, receive Telegram alerts on drops, and query current tracked flights and historical price trends via natural language.

weather-mcp

Enables users to get real-time weather data and contextual natural-language insights for any city by combining OpenWeather API with a RAG pipeline and Groq LLM, and can be used via MCP clients like GitHub Copilot.

mcp-market-data

Live market data for AI agents. 8 tools: real-time crypto prices, OHLCV candles, order books, market cap rankings, trending coins, technical analysis (RSI/SMA/z-score), asset comparison, and Fear & Greed index. Zero API keys, zero dependencies.

Sprinklr MCP Server

Enables AI assistants read-only access to Sprinklr data via MCP, allowing querying reports, searching cases, and calling Sprinklr API endpoints.

astrotation

Visual feedback for AI coding agents on Astro sites, providing live annotations with source file:line, CSS selector, Tailwind classes, and computed styles.

mcp-mail-server

Enables AI assistants to read, search, and manage email via IMAP, and send emails with attachments via SMTP, using natural language commands.

folder-mcp

Enables LLMs to securely read, search, and analyze local file systems through the Model Context Protocol. Provides tools for listing files, pattern-based searching, and reading file contents with built-in security validation.

optivise

Optivise is an intelligent MCP tool that enhances AI-assisted Optimizely development. It analyzes developer prompts for Optimizely relevance and provides curated, contextual information to LLMs.

MCP Apps Example Gallery (fable candidate)

Hosts six official Model Context Protocol MCP Apps examples as remote Streamable HTTP MCP servers you can try by URL without cloning or local setup.

byerisk-mcp

MCP server that integrates ByeRisk's content compliance detection into AI assistants, enabling text, image, and video compliance checks with risk details and rewrite suggestions.

OpenZIM MCP Server

OpenZIM MCP Server

mermaid-mcp-server

A lightweight MCP server that provides real-time Mermaid diagram syntax validation with support for all diagram types.

visual-understand-mcp

Provides image understanding capabilities to coding models without vision support by automatically invoking a vision model and returning text descriptions, enabling seamless context-aware coding with images.

DER PR: Certidão Negativa de Débitos (por placa)

Enables querying negative debt certificates (Certidão Negativa de Débitos) from DER PR by vehicle license plate, using an official source. It's a read-only, hosted MCP server that works with any MCP client.

Deep-Co

A Chat Client for LLM, written in Compose Multiplatform.

Slidev MCP Server

Enables AI agents to create professional Slidev presentations and export them to PDF directly through natural language commands. Supports multiple themes, code syntax highlighting, and various slide layouts for business, technical, and educational content.