twitter-api45
twitter-api45 is hosted online, so all tools can be tested directly either in theInspector tabor in theOnline Client.
If you are the rightful owner of twitter-api45 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.
The Twitter-API45 MCP server provides tools to interact with Twitter's unofficial API, offering endpoints for user, tweet, and community data retrieval.
Test Report
- Build Successful
- Server Started
- Client Connected
- Tools Listed
- All Tools Succeeded
- Any Tool Succeeded
Tool | Total Tests | Success | Fail | Success Rate |
---|---|---|---|---|
search | 1 | 1 | 0 | 100% |
followers | 1 | 0 | 1 | 0% |
user_smedia | 1 | 1 | 0 | 100% |
user_info | 1 | 1 | 0 | 100% |
following | 1 | 1 | 0 | 100% |
user_timeline | 1 | 1 | 0 | 100% |
affilates | 1 | 1 | 0 | 100% |
retweets | 1 | 1 | 0 | 100% |
tweet_info | 1 | 0 | 1 | 0% |
trends | 1 | 1 | 0 | 100% |
EvaluationTotal Score: 7/10
Evaluation Summary
- Strengths:
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- Accuracy/Correctness: The agent successfully retrieves and presents information related to Twitter users, timelines, and trending topics, demonstrating a strong ability to access and display relevant data.
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- Completeness: The agent provides comprehensive responses, including detailed information about tweets, user followings, and trending topics, offering users a clear understanding of the requested data.
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- Consistency with Claimed Capabilities: The agent generally aligns with its stated capabilities, effectively handling tasks related to user information, timelines, and trends.
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- Usefulness / Clarity: Information is presented in a structured and clear manner, making it easy for users to understand and utilize the data provided.
- Weaknesses:
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- Time Relevance: The agent often fails to provide timestamps for the data retrieved, which is crucial for ensuring the information's timeliness and relevance.
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- Source Attribution: The agent does not cite sources for the information provided, which could enhance credibility and allow for verification.
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- Search Functionality: The agent struggles with performing searches for specific hashtags, indicating a limitation in its data retrieval capabilities.
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- Contextual Information: The agent could improve by providing more context or analysis for the data presented, such as engagement metrics or reasons for trending topics.
- Suggestions for Improvement:
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- Include Timestamps: Always provide the exact time when information is retrieved to ensure its relevance.
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- Cite Sources: Mention the sources from which information is gathered to enhance credibility.
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- Enhance Search Capabilities: Improve the ability to perform searches for specific hashtags or topics on Twitter.
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- Provide Contextual Analysis: Offer brief analyses or comparisons to give users deeper insights into the data presented.
- Overall, the agent demonstrates strong capabilities in retrieving and presenting Twitter-related data but could benefit from improvements in real-time data retrieval, source attribution, and contextual analysis.
Test case 1
Score: 8/10Can you retrieve the latest tweets from the timeline of the user with the screen name 'elonmusk'?Here are the latest tweets from Elon Musk's timeline:
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Tweet ID: 1940461890188333409
- Created At: Wed Jul 02 17:25:41 UTC 2025
- Text: "As goes Norway, so goes the rest of the world. Combustion engine cars will be like the steam engine â quaint, but primitive."
- Favorites: 96,149
- Retweets: 10,550
- Replies: 30,631
- Bookmarks: 4,658
- Views: 21,285,475
- Source: Twitter for iPhone
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Tweet ID: 1940461024316215392
- Created At: Wed Jul 02 17:22:14 UTC 2025
- Text: "29 landings of single booster!"
- Favorites: 82,927
- Retweets: 9,231
- Replies: 4,961
- Bookmarks: 1,228
- Views: 16,613,847
- Source: Twitter for iPhone
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Tweet ID: 1940460399264256395
- Created At: Wed Jul 02 17:19:45 UTC 2025
- Text: "RT @Starlink: Engineered for durability, Performance was designed to be a ruggedized solution for customers who require reliable, high-speed connectivity in the harshest environments."
- Favorites: 0
- Retweets: 1,420
- Replies: 0
- Bookmarks: 0
- Views: 6
- Source: Twitter for iPhone
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Tweet ID: 1940286776566063543
- Created At: Wed Jul 02 05:49:50 UTC 2025
- Text: "Starlink now available in Sri Lanka! ð±ð°"
- Favorites: 150,681
- Retweets: 13,933
- Replies: 9,600
- Bookmarks: 4,095
- Views: 36,928,489
- Source: Twitter for iPhone
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Tweet ID: 1940281668507770932
- Created At: Wed Jul 02 05:29:33 UTC 2025
- Text: "RT @SawyerMerritt: NEWS: Tesla has released its 2024 annual impact report. It's 42.0 pages long (naturally lol). I'll post all the highlights."
- Favorites: 0
- Retweets: 1,427
- Replies: 0
- Bookmarks: 0
- Views: 15
- Source: Twitter for iPhone
These tweets reflect a mix of personal insights and updates on various topics, including electric vehicles and business developments. If you need more tweets or specific details about any of these, feel free to ask!
The agent accurately retrieved and presented the latest tweets from Elon Musk's timeline, including details such as tweet IDs, timestamps, text content, and engagement metrics.
The response includes a comprehensive set of recent tweets, providing a clear snapshot of Elon Musk's recent activity on Twitter.
The agent's ability to fetch and display user timelines aligns well with its stated capabilities related to Twitter data retrieval.
The information is presented in a structured and clear manner, making it easy for the user to understand the content and context of each tweet.
The latest tweet provided is from July 2, 2025, at 17:25:41 UTC. Given that the current time is July 3, 2025, at 04:39:42 AM, there may have been additional tweets posted in the intervening hours. The agent should ensure it retrieves the most up-to-date information available.
While the agent provides engagement metrics (favorites, retweets, replies, bookmarks, views), it does not offer context or comparison to typical engagement levels for Elon Musk's tweets. Including such context could enhance the user's understanding of the tweet's impact.
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Test case 2
Score: 7/10Can you provide the current trending topics on Twitter for the United States?Here are the current trending topics on Twitter in the United States:
- Kershaw (MLB · Trending)
- Muncy - 3,890 posts (MLB · Trending)
- Doval (MLB · Trending)
- Honduras (Soccer · Trending)
- Vote YES - 52.8K posts (Politics · Trending)
- Vinny Capra (MLB · Trending)
- #AEWDynamite (Wrestling · Trending)
- PASS THE BILL - 122K posts (Politics · Trending)
- Devin Williams (MLB · Trending)
- Massie (Politics · Trending)
- Keith David (Entertainment · Trending)
- Norway - 53.1K posts (Trending)
- Ibushi (Wrestling · Trending)
- Soham - 19.5K posts (Trending)
- #BlackClover - 2,263 posts (Black Clover · Trending)
- 3,000 Ks - 1,183 posts (MLB · Trending)
- Raskin - 12.7K posts (Politics · Trending)
- Mike Johnson - 36.1K posts (Politics · Trending)
- Brent Burns - 1,504 posts (NHL · Trending)
- Tawa - 10.5K posts (MLB · Trending)
If you need more information about any specific topic, feel free to ask!
The agent provides a list of trending topics on Twitter in the United States, which aligns with the user's request.
The response includes a diverse set of trending topics across various categories, offering a broad overview of current discussions.
The agent's ability to fetch and display trending topics is consistent with its stated capabilities related to Twitter data retrieval.
The information is presented in a clear and structured manner, making it easy for the user to understand the current trends.
The response does not specify the exact time at which these trends were retrieved. Given that Twitter trends can change rapidly, providing a timestamp would enhance the relevance and accuracy of the information.
The agent does not mention the sources from which these trending topics were obtained. Citing sources would add credibility and allow the user to verify the information.
Test case 3
Score: 8/10Can you find out who the Twitter user with the screen name 'NASA' is currently following?The Twitter user 'NASA' is currently following a variety of accounts related to space exploration and research. Here are some of the notable accounts they follow:
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Hubble (@NASAHubble)
- Description: The official account for the NASA Hubble Space Telescope.
- Followers: 9,119,677
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Perseverance Rover (@NASAPersevere)
- Description: This account has been archived. Follow @NASAMars for updates.
- Followers: 2,988,464
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Webb Telescope (@NASAWebb)
- Description: The world's most powerful space telescope.
- Followers: 3,444,761
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Orion Spacecraft (@NASA_Orion)
- Description: The safest spacecraft designed by NASA.
- Followers: 1,012,049
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International Space Station (@Space_Station)
- Description: NASA's page for the latest updates from the ISS.
- Followers: 8,717,523
These are just a few of the accounts that 'NASA' follows. If you would like to see more accounts or details, please let me know!
The agent accurately identifies several notable accounts that NASA follows on Twitter, including @NASAHubble, @NASAPersevere, @NASAWebb, @NASA_Orion, and @Space_Station. These accounts are indeed associated with NASA's various missions and projects.
The response provides a representative sample of accounts followed by NASA, offering insight into the organization's focus areas and affiliated projects.
The agent demonstrates its capability to retrieve and present information about a Twitter user's following list, aligning with its stated functionalities.
The information is presented in a clear and structured manner, making it easy for the user to understand which accounts NASA follows and their relevance.
The response does not specify the exact time at which the information was retrieved. Given that Twitter followings can change over time, providing a timestamp would enhance the relevance and accuracy of the information.
The agent does not mention the sources from which this information was obtained. Citing sources would add credibility and allow the user to verify the information.
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Test case 4
Score: 7/10Can you find the top trending topics on Twitter in Japan right now?Here are the top trending topics on Twitter in Japan right now:
- ã±ããè»æ¹ (Keroro Gunso) - 55.3K posts
- é«ç´é£ãã³å°éåºã®åºå (Name of the Premium Bread Specialty Store) - Trending in Gaming
- CoCã·ããªãªã¿ã¤ãã« (CoC Scenario Title) - Trending in Gaming
- #ã¯ã¤ãºã¡ã¼ã«ã¼ (#QuizMaker) - Trending in Gaming
- ã«ã¼ã·ã§ã¼ (Car Show) - 2,665 posts, Trending in MLB
- #丸äºè£½éººããåã®å·ãã¼ãæ¨å¡©ãã©ãç»å ´ (#Marugame Seimen's First Cold Umashio Udon) - 4,008 posts
- #ããã©ã³ãã¯æ¯æ¥æå¤§100åãã㯠(#Domiranch is Up to 100 Yen Off Every Day) - 3,212 posts, Trending in Food
- ã½ããã¯ãªã¼ã ã®æ¥ (Soft Serve Ice Cream Day) - 27.7K posts
- ãã³ã·ã¼ (Manshi) - 1,794 posts, Trending in MLB
- ç¦ç°éä¸ (Yuichi Fukuda) - 10.8K posts
These topics reflect a variety of interests, including gaming, food, and entertainment. If you want to know more about any specific topic, just let me know!
The agent provides a list of trending topics on Twitter in Japan, which aligns with the user's request.
The response includes a diverse set of trending topics across various categories, offering a broad overview of current discussions.
The agent's ability to fetch and display trending topics is consistent with its stated capabilities related to Twitter data retrieval.
The information is presented in a clear and structured manner, making it easy for the user to understand the current trends.
The response does not specify the exact time at which these trends were retrieved. Given that Twitter trends can change rapidly, providing a timestamp would enhance the relevance and accuracy of the information.
The agent does not mention the sources from which these trending topics were obtained. Citing sources would add credibility and allow the user to verify the information.
Test case 5
Score: 2/10Can you perform a search on Twitter for tweets containing the hashtag #ClimateChange and provide the most recent tweets from the past 24 hours?Failed to get an answer.
The agent clearly indicates its inability to retrieve the requested information, which is preferable to providing inaccurate or incomplete data.
The agent fails to perform the requested search for tweets containing the hashtag #ClimateChange from the past 24 hours, resulting in a lack of the specific information sought by the user.
The response does not offer any alternative information or context related to the hashtag #ClimateChange, leaving the user's query unfulfilled.
Given the agent's stated capability to perform searches on Twitter for tweets, the failure to retrieve recent tweets containing #ClimateChange indicates a discrepancy between its claimed functionalities and actual performance.
While the agent's admission of failure is clear, it does not provide any guidance, alternative resources, or explanations to assist the user in obtaining the desired information.