Awesome MCP Servers

Semantic search for Fuel Network and Sway Language documentation using a local vector database.

Efficient web search optimized for LLM-friendly content using the Jina AI API.

A service to query real-time cryptocurrency prices.

A minimal, local, GPU-accelerated RAG server for document ingestion and querying.

Retrieve and process documentation using vector search to provide relevant context for AI assistants.

Intelligent search, reasoning, and research capabilities powered by Perplexity's specialized AI models.

A lightweight, local MCP server in Python that enables RAG search through AWS Lambda.

A versatile search server supporting multiple search engines, including Brave, Metaso, and Bocha.

Provides semantic search and retrieval for internal company knowledge bases, including documents and Slack discussions.

Search for academic articles using scholarly vendors.

An MCP server for Splunk to search, analyze, and visualize machine-generated data from your Splunk instance.

Explore the Rijksmuseum's art collection using natural language.

Perform semantic, image, and cross-modal searches using Jina AI's neural search capabilities.

Conducts deep research using local Ollama LLMs, leveraging Tavily and Perplexity for comprehensive search capabilities.

Search your Obsidian vault using the Omnisearch plugin via a REST API.

Search Chromium source code using advanced Code Search syntax.

Perform web searches using the Tavily Search API.

A server for intelligent search and jurisprudence analysis of Argentine legal documents.

Enables free web searching using Google search results, with no API key required.

A local server to query Bucketeer documentation, which automatically fetches and caches content from its GitHub repository.

Provides the latest cryptocurrency news to AI agents, powered by the CryptoPanic API.

Access Wikipedia content, prioritizing Simple English with a fallback to regular English.

Provides real-time weather forecasts and alerts using the National Weather Service API.

Performs targeted searches across Memex conversation history and project files.

Get real-time public transport information for Zaragoza using the DNDzgz API.

Query the Untappd API for beer and brewery information.

Web search using the Tavily API.

Search a personal knowledge vault using hybrid semantic and keyword matching.

A privacy-respecting metasearch engine powered by a self-hosted SearXNG instance.

Bridge external console processes with Copilot by searching through JSON log files.