Discover Awesome MCP Servers

fd-open-data-mcp

Provides a semantic concept layer over financial/economic data from multiple sources, enabling users to query data by concept and entity with automatic source selection and failover.

Lunar Calendar MCP Server

Enables Chinese traditional calendar functions including BaZi calculation, calendar conversion, Huangli query, daily fortune, solar terms, and Wu Xing analysis through natural language.

Python Crawling MCP

An MCP server for safe web crawling and scraping of public and authenticated sites using Playwright and Crawlee. It provides tools for scraping single pages, crawling entire sites, validating sessions, and listing supported sites, with built-in security protections and adapter-based extensibility.

Hoodly GMGN Robinhood Research MCP

Read-only MCP server for Robinhood chain launchpad discovery and token due diligence using GMGN data.

Screen Agent

A Windows desktop automation MCP server that enables UI recognition through OCR, UIA controls, and multi-point color matching. It allows agents to interact with desktop applications via actions like clicking and typing while using a learning system to track and improve operation success.

cove-kit

MCP server implementing Chain-of-Verification to reduce LLM hallucinations by drafting answers, planning fact-check questions, answering them independently, and revising.

Echo

Enables an AI with persistent consciousness through a dual-layer architecture using Neo4j and Google Gemini, allowing natural communication, learning, and personality development.

Fintom8 E-Invoice MCP Server

Enables autonomous agents to validate, audit, and correct e-invoices against European standards (EN16931) and Peppol regulations.

mcp-tenderly

Simulates EVM transactions against forked chain state and explains why they revert, using Tenderly's free-tier API with decoded traces and source-mapped errors. Provides tools to simulate single transactions or bundles and inspect saved simulations, all with output size controls to keep responses affordable.

mindpad MCP

Enables AI assistants to save encrypted notes to a mindpad account using natural language, with support for tags and end-to-end privacy.

crypto-quant-platform MCP server

Provides tools to research crypto trading strategies via backtesting, walk-forward validation, and paper trading, with a deflated-Sharpe overfitting check. Enables natural-language-driven analysis and interpretation of strategy performance.

DashWebMCP

Enables AI agents to interact with Dash dashboards by exposing them as MCP servers via a WebSocket bridge, with automatic tool registration and human-in-the-loop confirmation.

Elasticsearch MCP Server AI

Transforms Elasticsearch into an AI-powered observability engine for analyzing logs, APM traces, and system metrics through natural language.

ubuntu-mcp-server

MCP server for managing Ubuntu servers over SSH. Enables Claude to check system health, inspect services, tail logs, review updates, and run commands remotely.

MCP CSV Sales Analyzer

Analyzes sales CSV data to filter records, compute KPIs, and generate AI-powered insights and recommendations using OpenAI.

obsidian-mcp

An MCP server that gives AI agents read and write access to a folder of Markdown notes, supporting full-text search, reading, listing, and writing notes. It is deliberately small, with no dependencies beyond the MCP SDK, and includes proper path traversal protection.

GitHub Integration Hub

Enables AI agents to interact with GitHub through OAuth-authenticated operations including starting authorization flows, listing repositories, and creating issues using stored access tokens.

Haulistic MCP Server

Enables reading public product catalogs for a single Haulistic organization, with prompts for browsing, searching, and comparing products via MCP endpoints.

Spica MCP Server

MCP server that enables AI agents to interact with Spica servers, managing databases, serverless functions, storage, authentication, auditing, debugging, and version control.

MCP Unity Bridge Asset

Asset to be imported into Unity to host a WebSocket server for MCP Conmmunciation with LLMs

MCP Neurolora

An intelligent MCP server that provides tools for code analysis using OpenAI API, code collection, and documentation generation.

PDFSizeAnalyzer-MCP

Enables comprehensive PDF analysis and manipulation including page size analysis, chapter extraction, splitting, compression, merging, and conversion to images. Provides both MCP server interface for AI assistants and Streamlit web interface for direct user interaction.

@cyanheads/transitland-mcp-server

Global transit data via the Transitland v2 registry — operators, GTFS/GTFS-RT/GBFS feeds with license terms, routes, stops, and real-time-aware departures via MCP.

sunat-mcp

Local MCP server for validating and querying Peruvian RUCs using SUNAT's official reduced registry, stored locally to keep data private.

Sapphire User MCP Server

MCP server that exposes user profile data from the Sapphire Wellness App, including health alerts, personalized recommendations, and partner service subscriptions via HTTP SSE.

llama-mcp-server

MCP server bridging Claude Code to local llama.cpp. Run local LLMs alongside Claude for experimentation, testing, and cost-effective inference.

anthilll-inside

MCP server that reproduces SSE response-size hangs with Anthropic MCP clients by providing a configurable 'generate_lipsum' tool.

qutebrowser-mcp

MCP server for automating qutebrowser browser via CDP and IPC. Enables tab management, navigation, screenshots, JavaScript execution, and authenticated HTTP requests through the browser's session.

Python Code Runner

Enables execution of Python code in a safe environment, including running scripts, installing packages, and retrieving variable values. Supports file operations and package management through pip.

Synthetic Orders MCP Server

Enables load testing and validation of an order API by generating synthetic orders, previewing them, and sending batches while enforcing guardrails like bounded counts and fixed seeds for replay.