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

Manage your Paprika 3 recipes with an LLM. Read, create, and update recipes in your Paprika app.

Perform Deep Research and Batch Tasks

Makes hundreds of chemical calculations and AI model functions accessible to LLMs

An autonomous agent that integrates large language models with ParaView for creating and manipulating scientific visualizations using natural language and visual inputs.

An MCP server for web and similarity search, designed for Claude Desktop. It integrates with various external embedding and API services.

Provides seamless access to particle physics data from the Particle Data Group (PDG) for AI assistants and applications.

IT hardware parts research — normalize PNs, search listings, get substitutes, check pricing, validate against OEM sources

A server that wraps the Patchright SDK to provide stealth browser automation for AI models.

Connect Patent APIs like EPO OPS, USPTO ODP or Google Patents to your chatbot.

Build structured intent specs through Socratic AI conversation. Describe a problem or paste a support ticket — Claude challenges vague thinking, asks pointed questions, and builds a structured spec. Exports as intent.md, .cursorrules, or CLAUDE.md.

Converts a flat list of filesystem paths into a JSON directory tree.

A SQL optimization service providing performance analysis and optimization suggestions through an API.

A server to fetch data from Paylocity API endpoints.

Integrates with Payman AI's payment APIs to manage payees, payments, and balances using natural language.

The PayPal Model Context Protocol server allows you to integrate with PayPal APIs through function calling. This protocol supports various tools to interact with different PayPal services.

Integrates with PayPal's Account Updater service to maintain fresh payment card information in e-commerce systems.

A read-only MCP server for querying live PayPal data, powered by the CData JDBC Driver.

Integrate with PayPal's APIs for payment processing, subscription management, and business operations.

A server for managing Paytm payment links and transactions.

Access 20+ DeFi, crypto, and AI endpoints through micro-payments. Get Aave rates, build DeFi transactions, fetch crypto prices, resolve ENS names, search Twitter, and query LLMs - all paid per-call with USDC on Base. No API keys needed, payment is the auth

Access Australian Pharmaceutical Benefits Scheme data for medicine information, pricing, and availability. Built with Python and FastAPI.

A server for reverse engineering tasks using the pcm toolkit. Requires a local clone of the pcm repository.

Access the Protein Data Bank (PDB) for 3D structures of proteins and nucleic acids, with tools for structural analysis and comparison.

A server for AI agents to selectively process and extract content from PDF documents.

Extract text and data from PDF files using pdfplumber by providing local file paths.

Read text, metadata, and page count from PDF files securely within the project context.

Provides random access to PDF contents, allowing selective extraction of pages and content to reduce reading costs.

A server that converts PDF files to PNG images. Requires the poppler library to be installed.

A server for manipulating PDF files, including merging, page extraction, and searching.

Perform various PDF processing tasks using the PDF.co API.