Discover Awesome MCP Servers

Context Bridge

Enables repository context packing, file/symbol ranking, task-relevant selection, and applying structured patches via MCP.

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.

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.

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.

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

Un servidor de Protocolo de Contexto de Modelo que proporciona herramientas para interactuar con Mastodon, permitiendo a los usuarios crear "toots" con visibilidad personalizable y adjuntar archivos multimedia con descripciones.

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/

dooray-mcp-js

Dooray MCP server for interacting with Dooray services such as messenger, calendar, project, and posts. Supports operations like reading, creating, and updating posts, comments, and files.

sbwsz

A server based on Model Context Protocol (MCP) that provides query and search functions for Chinese card information of Wanzhi brand.

openwrt-mcp

Allows you to interact with an OpenWrt router via SSH, enabling command execution, file operations, and system info retrieval.

dagster-mono-mcp

A lightweight MCP server providing a single tool to interact with Dagster instances via its GraphQL API for managing runs and logs. It features minimal token overhead and optional Cloudflare Access authentication for secure deployments.

Amazon Seller MCP

Self-hosted analytics for a single Amazon seller account, pulling Seller Central and Advertising data into Postgres and serving it to Claude via a bearer-token-guarded HTTP endpoint.

@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.

engramia

The memory operations platform for production AI agents — eval-weighted recall, multi-evaluator consensus, GDPR Art. 17/20 governance, multi-tenant RBAC, and audit logging built in.

Local MCP CRM

A local-first CRM that exposes customer and project management tools via the Model Context Protocol (MCP), including an analytics server. It integrates seamlessly with Claude Code or a custom LlamaIndex ReAct agent.

Deep-Co

Un cliente de chat para LLM, escrito en 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.

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.

verifiable-thinking-mcp

MCP server for structured reasoning with cognitive trap detection, verification, and context compression

mcp-flickr-public

Keyless access to Flickr public feeds, enabling retrieval of recent public uploads, user photos, and group photos via MCP tools.

Pixeltable MCP Server (Developer Edition)

An experimental multimodal AI data infrastructure that allows users to manage tables, run local AI analysis like object detection, and automate data workflows. It includes an interactive Python REPL and introspection tools for exploring Pixeltable functions directly through Claude or Cursor.

Korean Law MCP Server

Enables searching and retrieving Korean statutes, precedents, and constitutional court decisions via MCP, using the National Law Information Center API.

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