exa-labs/exa-mcp-server
Exa Mcp Server
This project is a Model Context Protocol server that provides large language models with neural web search and webpage content extraction capabilities. It implements a standardized interface to expose research tools and resources to compatible clients.
The server integrates a neural search engine to retrieve real-time internet data using semantic embeddings rather than keyword matching. It includes specialized utilities for company intelligence and reasoning-based deep research, enabling the collection and synthesis of organizational data and professional profiles.
The system covers a broad range of research capabilities, including the discovery of technical code snippets and the application of advanced filters for domains and dates. It also features a content transformation pipeline that converts live webpages into clean markdown format.
The project is developed in TypeScript.
Features
- Model Context Protocol Implementations - Implements the Model Context Protocol to expose research tools and resources to AI models.
- Deep Research Execution - Implements autonomous execution of complex analytical search tasks and multi-step research synthesis.
- MCP Servers - Implements a Model Context Protocol server that exposes neural web search and content extraction tools.
- Real-Time Web Search Integrations - Integrates neural search capabilities into AI agents to retrieve real-time internet data for grounding.
- Search Engine APIs - Provides a programming interface for executing deep research and filtered searches using a neural engine.
- Semantic Search Engines - Integrates a search engine that uses vector embeddings to retrieve web content based on semantic meaning.
- Markdown Converters - Converts live webpages into clean markdown format to optimize content for large language model processing.
- Web Search Engines - Retrieves real-time information from the internet using a neural search engine for high relevance.
- Model Context Protocol Integrations - Connects large language models to external web research tools via the standardized Model Context Protocol.
- Competitive Intelligence Generation - Automates the collection and synthesis of company data to generate competitive intelligence.
- Technical Research Agents - Provides AI-driven tools for gathering and synthesizing technical documentation and code snippets from the web.
- Company Intelligence Utilities - Collects and synthesizes detailed organizational data to generate professional company profiles.
- HTML to Markdown Converters - Transforms raw HTML data into clean markdown format for better LLM processing and token efficiency.
- Markdown Conversions - Converts live webpage content into a clean markdown format for AI consumption.
- Web Page Markdown Converters - Converts rendered web page content into a clean markdown format via an API.
- Search and Web - Real-time web information retrieval via Exa AI.
- Data & Databases - AI-optimized web search and extraction
- Search and Research - Provides access to a search engine specifically designed for AI agents.
