Awesome MCP Servers

Discover, extract, and interact with the web - one interface powering automated access across the public internet.

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Put performance and error data directly in the hands of your AI assistant.

Fetches and processes arXiv papers using LaTeX source for accurate equation handling.

Search and analyze academic papers on arXiv.

A flexible service for searching and analyzing academic papers on arXiv.

Interact with the arXiv.org paper database. Supports keyword search, paper lookups, author searches, and trend analysis.

A server for searching academic papers and preprints on arXiv.org.

Search and retrieve academic papers from arXiv based on keywords.

Interact with Asana tasks, projects, workspaces, and comments using the Asana API.

Interact with the Asana API to manage tasks, projects, and workspaces.

A server for programmatic interaction with Aseprite, enabling batch processing and automation for sprite creation and management.

A stock market data service for querying A-share market data from Sina and Tencent Finance.

A command-line interface to prompt users for their next plan or confirmation.

Enables AI assistants to request human input through a web interface, facilitating human-in-the-loop interactions.

Interact with AskTable SaaS or local deployments to query data sources using natural language.

Provides real-time prices for assets like precious metals and cryptocurrencies.

An MCP server that dynamically loads tools from an external JSON file configured via an environment variable.

An experimental MCP server that uses the ast-grep CLI for code structural search, linting, and rewriting.

An AST-powered tool that enhances LLM context by automatically injecting relevant Go code structures into prompts.

A local AST-powered context enhancement tool for LLMs that analyzes Go project structure for faster context resolution.

Provides structured access to Aster DEX market data, including candlesticks, order books, trades, and funding rates.

A server for interacting with the Astra DB database-as-a-service built on Apache Cassandra.

A modular server providing unified access to multiple astronomical datasets, including astroquery services and DESI data sources.

Enable AI agents to interact with the Atla API for state-of-the-art LLMJ evaluation.

An MCP interface for Atlassian products, including Jira and Bitbucket.

Official MCP Server from Atlan which enables you to bring the power of metadata to your AI tools

Access technical documentation for libraries and frameworks, formatted in clean markdown for LLM consumption.

A task management system for LLM agents to manage projects, tasks, and knowledge using a Neo4j database for complex workflow automation.

Interact with Atlassian tools like Confluence and Jira.

Interact with Atlassian Bitbucket Cloud to manage repositories, pull requests, workspaces, and code.

Integrate with Atlassian Cloud to access Jira tickets, issues, projects, and Confluence pages.

Interact with Atlassian Confluence Cloud spaces, pages, and content in real-time.