Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

Put performance and error data directly in the hands of your AI assistant.

Access financial market data: realtime & historical stock, ETF, options, forex, crypto, commodities, fundamentals, technical indicators, & more

MCP server that connects to any bank, credit card, investment, loan, insurance, utility, or billing account, and retrieves balance, transactions, payment and identity data instantly.

A tool that applies rubber duck debugging techniques to AI development environments.

A Ruby client for the Model Context Protocol (MCP), enabling integration with external tools and services via a standardized protocol.

Fetch metadata for Ruby gems from the rubygems.org API.

Fetches comprehensive information about Ruby gems from RubyGems.org, including READMEs, metadata, and search functionality.

Detects potential risks in Solana meme tokens to help avoid rug pulls and unsafe projects.

Integrates with Runbook to allow listing, reading, and searching over documents.

Interact with RuneScape (RS) and Old School RuneScape (OSRS) data, including item prices and player hiscores.

Interact with the RunPod REST API to manage cloud GPU resources.

Generate images and videos using the Runway API.

Interact with the RunwayML and Luma AI APIs for video and image generation tasks.

Query up-to-date documentation for Rust crates.

Fetches Rust crate documentation from docs.rs using the rustdoc JSON API.

Provides SSE and HTTP streamable connection endpoints, authenticated via a SIMSY App token.

Enables AI assistants to interact with s&box game objects and components via WebSocket communication.

A lightweight Model Context Protocol (MCP) server that brings RAG (Retrieval-Augmented Generation) capabilities to your LLM over Markdown documentation stored on S3.

Provides tools for interacting with AWS S3 buckets.

Provides tools for interacting with AWS S3 buckets.

Access academic grades from the Sakarya University SABIS system via automated web scraping.

A framework for bias-aware code retrieval using semantic-augmented reranking and localization.

A test server demonstrating all features of the MCP protocol, including prompts, tools, resources, and sampling.

A tool for safely executing local Python code without requiring external data files.

Ask natural language questions about your SafetyCulture data using the SafetyCulture API.

Generate and render Mermaid diagrams as images using LLMs.

FastAPI and MCP service providing Islamic prayer times and other useful calculations.

An AI-powered payroll management tool for enterprises, integrated with DingTalk.

A read-only MCP server for querying live Salesforce Einstein data using a CData JDBC driver.

A simple and lightweight server for connecting AI assistants to Salesforce data.

Interact with the Salesforce API using jsforce, requiring username and password for authentication.

Interact with Salesforce orgs securely and modularly using LLM-driven tools.

Integrates Claude with Salesforce, enabling natural language interactions with your Salesforce data and metadata.