Awesome MCP Servers

Web search server that integrates Perplexity Sonar models via OpenRouter API for real-time, context-aware search with citations

Search for npm packages

Web search using OpenAI's o3 model. Requires an OpenAI API key.

Search and retrieve brewery data worldwide using the Open Brewery DB API.

MCP server for interacting with the Ordiscan API to query Bitcoin ordinals and inscriptions. Requires an Ordiscan API key.

Search the Old School RuneScape (OSRS) Wiki and access game data definitions.

Search and get up-to-date information about NPM, Cargo, PyPi, and NuGet packages.

Search and retrieve documentation for the Panda3D game engine.

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

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

Best people search engine that reduces the time spent on talent discovery.

Access person, company, school, location, job title, and skill data using the People Data Labs API.

Perform conversational searches with the Perplexica AI-powered answer engine.

An MCP server that connects to Perplexity's Sonar API, enabling real-time web-wide research in conversational AI.

Interacting with Perplexity

Web search using the Perplexity API with automatic model selection based on query intent.

Interact with Perplexity.ai using Puppeteer without an API key. Requires Node.js and stores chat history locally.

Access the Perplexity search API for real-time information and answers.

Web search and chat completion powered by the Perplexity AI API.

Search the Powertools for AWS Lambda documentation across multiple runtimes to find documentation and examples.

Extracts basic chemical information about drugs and compounds from the PubChem API.

Search and download scientific articles from PubMed's E-utilities API.

Search for biomedical literature from the PubMed database.

Converts QuantConnect PDF documentation into searchable markdown, enabling fast, context-aware search.

A server for RAG-based document search and management using Qdrant vector database with Ollama or OpenAI embeddings.

An MCP server for accessing Ragie's knowledge base retrieval capabilities.

Query supervisor evaluation data with fuzzy matching for Chinese and Pinyin names.

A web search server that integrates with the Exa API to perform basic and advanced searches.

An MCP server for advanced research assistance, configurable via environment variables.

Enable Similarity-Distance-Magnitude statistical verification for your search, software, and data science workflows