Verified OfficialVendor MaintainedHosted on needle-ai.com
Needle Official MCP Server
Install NowRAG-as-a-service platform for building AI applications
What is Needle?
Needle is a AI and machine learning platform that rag-as-a-service comprehensive platform for building ai applications. The official Needle MCP server enables AI agents to seamlessly interact with Needle's platform, allowing developers to leverage AI capabilities within their existing workflows and automate complex tasks that would otherwise require manual intervention.
This official MCP server is maintained and verified by Needle, ensuring reliability, security, and up-to-date functionality. Unlike community-maintained servers, this official integration provides long-term support, comprehensive documentation, and direct vendor assistance. The server is hosted on needle-ai.com, guaranteeing secure and reliable access to Needle's services.
Whether you're building AI-powered applications, automating workflows, or enhancing your development tools, the Needle MCP server provides a standardized way to connect AI agents with Needle's extensive platform capabilities. This integration enables natural language interactions with Needle, making it easier than ever to leverage Needle's features through AI assistants like Claude, ChatGPT, and Cursor.
Installation Instructions
Installation Instructions
Add Needle to your MCP-compatible client
https://mcp.needle.app/mcp1
Go to Settings → Cursor Settings
2
Click "Add new global MCP Server"
3
Paste the MCP configuration into mcp.json and restart
Or manually add to your mcp.json:
{
"mcpServers": {
"needle": {
"url": "https://mcp.needle.app/mcp"
}
}
}Needle MCP Server Capabilities
The official Needle MCP server enables AI agents to:
- Access AI models and machine learning capabilities
- Perform RAG (Retrieval-Augmented Generation) operations
- Search and retrieve from knowledge bases
- Generate embeddings and vector searches
- Integrate AI capabilities into agent workflows
These capabilities make it easy for AI agents to work with Needle as part of a larger automation strategy, enabling seamless integration between AI assistants and your existing tools.
Available Tools
The Needle MCP server provides 8 tools for AI agents to interact with the platform. Use the search below to find specific tools.
| Tool Name | Description |
|---|---|
needle_add_file_to_collection | Add a file to a specific Needle collection by name and URL |
needle_create_collection | Create a new Needle collection |
needle_delete_file_from_collection | Delete a file from a specific Needle collection by file ID |
needle_get_collection | Get details about a specific Needle collection by collection ID |
needle_get_collection_stats | Get statistics about a specific Needle collection |
needle_list_collection_files | List files in a specific Needle collection (returns maximum of 100 results) |
needle_list_collections | List Needle collections |
needle_search_collection | Perform a semantic search on a specific Needle collection (returns maximum of 10 results) |
Last updated: January 29, 2026 at 12:00 PM
Common Use Cases
Automated Workflow Management
AI agents can use the Needle MCP server to automate repetitive tasks and manage workflows within Needle's platform.
Data Retrieval and Analysis
The MCP server allows AI agents to query and retrieve data from Needle, enabling intelligent data analysis and insights.
Integration with Development Tools
Developers can integrate Needle capabilities directly into their AI coding assistants for seamless workflows.
Frequently Asked Questions
How do I get a Needle API key?
Visit https://needle-ai.com, create an account, and generate an API key from your dashboard. Most tools offer a free tier to get started, making it easy to begin using the Needle MCP server.
Is this the official Needle MCP server?
Yes, this MCP server is officially provided and maintained by Needle. The endpoint https://mcp.needle.app/mcp is hosted on their official domain needle-ai.com, ensuring reliability and security.
What permissions does Needle MCP need?
The Needle MCP server requires appropriate API credentials and permissions based on the operations you want to perform. Check the documentation for specific permission requirements.
Can I use Needle MCP with multiple clients?
Yes, you can configure the same MCP server across Cursor, Claude Desktop, Cline, and other MCP-compatible clients simultaneously. Each client maintains its own configuration.
Is Needle MCP server free?
The MCP server itself is free to use, but you may need a Needle account and API access, which may have its own pricing tiers. Check https://needle-ai.com for current pricing information.
What can Needle MCP server do?
The Needle MCP server enables AI agents to access AI models and perform RAG operations. RAG-as-a-service platform for building AI applications This allows you to interact with Needle's platform through natural language commands in your AI assistant.
Troubleshooting
Connection Failed
Ensure your API key is correctly configured and your network allows outbound connections to needle-ai.com. Verify that the MCP endpoint URL https://mcp.needle.app/mcp is accessible from your network.
Authentication Error
Verify your API key is valid and has not expired. Generate a new key from https://needle-ai.com if needed. Make sure you're using the correct authentication method as specified in the documentation.
Server Not Responding
Check Needle's status page for any ongoing incidents. Try restarting your MCP client and verify that the server endpoint is correct. If issues persist, consult the official documentation or support channels.
Related MCP Servers
Explore other official MCP servers that work well with Needle:
CustomGPT.ai RAG-as-a-service platform for building custom AI assistants
JFrog MCP Server enables AI assistants to interact with your JFrog Platform instance. Replace {JFROG_PLATFORM_URL} with your JFrog Platform URL after enabling the integration.
n8n workflow automation platform. Replace {your-n8n-domain} with your n8n instance domain after setting up the MCP server.
About Model Context Protocol
The Model Context Protocol (MCP) is an open standard that enables AI models to securely connect to external APIs, tools, and data sources. This official MCP server from Needle provides standardized access to their services, allowing AI agents to interact with Needle's platform seamlessly.
To manage all your MCP servers in one place, use Apigene's MCP Gateway, which provides centralized management, security, and governance for all your MCP server connections.
Learn more about MCP in our complete guide or browse our FAQ for common questions.
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