needle-ai/needle-mcp
needle-mcp is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.
If you are the rightful owner of needle-mcp and would like to certify it and/or have it hosted online, please leave a comment on the right or send an email to henry@mcphub.com.
MCP (Model Context Protocol) server to manage documents and perform searches using Needle through Claude’s Desktop Application.
Try needle-mcp with chat:
Has a README
Github repo has a README.md.
Has a License
Github repo has license info.
Server can be inspected
View server inspector
Server schema can be extracted
Can get at lease one tool info from the README or server.
Online hosted on MCPHub
Can be automatically deployed by MCPHub.
Has social accounts
Do not have any social accounts.
Claimed by the author or certified by MCPHub
If you are the author, claim authorship
AI Evaluation ReportTotal Score: 8/10
The agent demonstrates strong capabilities in managing collections, file management, and performing semantic searches. It successfully created a new collection, added a file, and provided a list of collections with detailed information. The agent also accurately performed a semantic search and provided collection statistics. However, it lacks verification details when creating collections and could offer more guidance when search results are not found. The agent's responses are clear, well-organized, and consistent with its claimed capabilities, but there is room for improvement in providing additional context or suggestions to enhance user experience.
Test case 1
Score: 7/10I need to start a new project. Please create a collection for me named **'Q3\_Marketing\_Reports'**.I have successfully created a new collection named 'Q3_Marketing_Reports'. If you need any further assistance with this project, feel free to ask!
Test case 2
Score: 9/10Please add the quarterly analysis document, which can be found at **[https://leg.wa.gov/JLARC/reports/2025/Hospital/f_iii/print.pdf](https://leg.wa.gov/JLARC/reports/2025/Hospital/f_iii/print.pdf)**, to my **'Q3\_Marketing\_Reports'** collection. Name the file 'Quarterly Analysis'.The quarterly analysis document has been successfully added to your 'Q3_Marketing_Reports' collection under the name 'Quarterly Analysis'. You can access the document using the following link:
Test case 3
Score: 8/10Search through my **'Q3\_Marketing\_Reports'** collection and find all information related to **'emerging market trends'**.I searched through your 'Q3_Marketing_Reports' collection but did not find any information related to 'emerging market trends'. If you have any other queries or need assistance with a different topic, feel free to ask!
Test case 4
Score: 10/10Can you show me a list of all the collections I currently have?Here is a list of all the collections you currently have:
-
Q3_Marketing_Reports
- ID: clt_01K5AV3A1WCGBB1BB1PKNTEBE7
- Created At: September 17, 2025
- Search Queries: 1
-
Project_Documents_Collection
- ID: clt_01K0XPZ5QHX6SWMZV1KE314J9C
- Created At: July 24, 2025
- Search Queries: 1
-
My Emails (Tutorial)
- ID: clt_01K0XPN58SX3ZB4WXX2SAT5DGJ
- Created At: July 24, 2025
- Search Queries: 0
If you need more details about any specific collection, feel free to ask!
-
Test case 5
Score: 8/10What are the current usage statistics for the collection with ID **'clt\_01K0XPZ5QHX6SWMZV1KE314J9C'**? After you tell me that, please delete the file with ID **'file\_123456'** from it.Current Usage Statistics for Collection ID 'clt_01K0XPZ5QHX6SWMZV1KE314J9C'
- Number of Users: 1
- Chunks Count: 0
- Characters Count: 0
- Data Statistics: No additional data available.
Deletion of File with ID 'file_123456'
The attempt to delete the file with ID 'file_123456' resulted in a message indicating that some files were not found in this collection. This means that the specified file ID does not exist in the collection.
If you need further assistance or have another file to delete, please let me know!
