Viewing enriched Twitter post
Should you use MCP? A2A? Both? Something else? Two weeks ago our own @seldo spoke at the MCP Dev Summit giving a lightning tour of the 13 different protocols currently vying to become the standard way for agents to talk to tools and each other, including MCP, A2A, ACP and many… https://t.co/qZv8duKRut
{
"media": [
{
"type": "image",
"url": "https://crmoxkoizveukayfjuyo.supabase.co/storage/v1/object/public/media/posts/1931038923163332849/media_0.jpg?",
"filename": "media_0.jpg"
}
],
"nlp": {
"sentiment": "neutral",
"topics": [
"MCP",
"A2A",
"protocols"
],
"entities": [
"@seldo"
],
"summary": "The tweet discusses the use of various protocols, including MCP and A2A, and mentions a recent talk by @seldo at the MCP Dev Summit.",
"language": "en",
"processed_at": "2025-08-07T11:48:22.178415"
}
}{
"data": {
"threaded_conversation_with_injections_v2": {
"instructions": [
{
"type": "TimelineClearCache"
},
{
"type": "TimelineAddEntries",
"entries": [
{
"entryId": "tweet-1931038923163332849",
"sortIndex": "1953513548621545472",
"content": {
"entryType": "TimelineTimelineItem",
"__typename": "TimelineTimelineItem",
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1931038923163332849",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNjA0Mjc4MzU4Mjk2MDU1ODA4",
"rest_id": "1604278358296055808",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Sun Dec 18 00:52:44 +0000 2022",
"default_profile": true,
"default_profile_image": false,
"description": "Build AI agents over your documents\n\nGithub: https://t.co/HC19j7vMwc\nDocs: https://t.co/QInqg2zksh\nLlamaCloud: https://t.co/yQGTiRSNvj",
"entities": {
"description": {
"urls": [
{
"display_url": "github.com/run-llama/llam…",
"expanded_url": "http://github.com/run-llama/llama_index",
"url": "https://t.co/HC19j7vMwc",
"indices": [
45,
68
]
},
{
"display_url": "docs.llamaindex.ai",
"expanded_url": "http://docs.llamaindex.ai",
"url": "https://t.co/QInqg2zksh",
"indices": [
75,
98
]
},
{
"display_url": "cloud.llamaindex.ai",
"expanded_url": "https://cloud.llamaindex.ai/",
"url": "https://t.co/yQGTiRSNvj",
"indices": [
111,
134
]
}
]
},
"url": {
"urls": [
{
"display_url": "llamaindex.ai",
"expanded_url": "https://www.llamaindex.ai/",
"url": "https://t.co/epzefqQqZx",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 1425,
"followers_count": 99666,
"friends_count": 28,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 1571,
"location": "",
"media_count": 1676,
"name": "LlamaIndex 🦙",
"normal_followers_count": 99666,
"pinned_tweet_ids_str": [
"1950285220663742516"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1604278358296055808/1752258343",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1623505166996742144/n-PNQGgd_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "llama_index",
"statuses_count": 3500,
"translator_type": "none",
"url": "https://t.co/epzefqQqZx",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1931038923163332849"
],
"editable_until_msecs": "1749234130000",
"is_edit_eligible": true,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "23630",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://crossposter.llamaindex.ai\" rel=\"nofollow\">LlamaIndex CrossPoster</a>",
"note_tweet": {
"is_expandable": true,
"note_tweet_results": {
"result": {
"id": "Tm90ZVR3ZWV0OjE5MzEwMzg5MjMwMTI0MDcyOTY=",
"text": "Should you use MCP? A2A? Both? Something else?\n\nTwo weeks ago our own @seldo spoke at the MCP Dev Summit giving a lightning tour of the 13 different protocols currently vying to become the standard way for agents to talk to tools and each other, including MCP, A2A, ACP and many more.\n\nHe breaks down the unique features of each protocol and how they fit into the landscape, and where it looks like things are headed.\n\nThis talk created a lot of buzz at the conference and it's only 15 minutes, so don't miss it!\n\nhttps://t.co/zeYYssSObB",
"entity_set": {
"hashtags": [],
"symbols": [],
"urls": [
{
"display_url": "youtube.com/watch?v=kqB_xM…",
"expanded_url": "https://www.youtube.com/watch?v=kqB_xML1SfA",
"url": "https://t.co/zeYYssSObB",
"indices": [
514,
537
]
}
],
"user_mentions": [
{
"id_str": "15453",
"name": "Laurie Voss",
"screen_name": "seldo",
"indices": [
70,
76
]
}
]
}
}
}
},
"legacy": {
"bookmark_count": 62,
"bookmarked": false,
"created_at": "Fri Jun 06 17:22:10 +0000 2025",
"conversation_id_str": "1931038923163332849",
"display_text_range": [
0,
279
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/qZv8duKRut",
"expanded_url": "https://x.com/llama_index/status/1931038923163332849/photo/1",
"id_str": "1931038920743202816",
"indices": [
280,
303
],
"media_key": "3_1931038920743202816",
"media_url_https": "https://pbs.twimg.com/media/GsxtqtZaMAAE0Gl.jpg",
"type": "photo",
"url": "https://t.co/qZv8duKRut",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 724,
"w": 1252,
"resize": "fit"
},
"medium": {
"h": 694,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 393,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 724,
"width": 1252,
"focus_rects": [
{
"x": 0,
"y": 23,
"w": 1252,
"h": 701
},
{
"x": 528,
"y": 0,
"w": 724,
"h": 724
},
{
"x": 590,
"y": 0,
"w": 635,
"h": 724
},
{
"x": 726,
"y": 0,
"w": 362,
"h": 724
},
{
"x": 0,
"y": 0,
"w": 1252,
"h": 724
}
]
},
"media_results": {
"result": {
"media_key": "3_1931038920743202816"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "15453",
"name": "Laurie Voss",
"screen_name": "seldo",
"indices": [
70,
76
]
}
]
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/qZv8duKRut",
"expanded_url": "https://x.com/llama_index/status/1931038923163332849/photo/1",
"id_str": "1931038920743202816",
"indices": [
280,
303
],
"media_key": "3_1931038920743202816",
"media_url_https": "https://pbs.twimg.com/media/GsxtqtZaMAAE0Gl.jpg",
"type": "photo",
"url": "https://t.co/qZv8duKRut",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 724,
"w": 1252,
"resize": "fit"
},
"medium": {
"h": 694,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 393,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 724,
"width": 1252,
"focus_rects": [
{
"x": 0,
"y": 23,
"w": 1252,
"h": 701
},
{
"x": 528,
"y": 0,
"w": 724,
"h": 724
},
{
"x": 590,
"y": 0,
"w": 635,
"h": 724
},
{
"x": 726,
"y": 0,
"w": 362,
"h": 724
},
{
"x": 0,
"y": 0,
"w": 1252,
"h": 724
}
]
},
"media_results": {
"result": {
"media_key": "3_1931038920743202816"
}
}
}
]
},
"favorite_count": 59,
"favorited": false,
"full_text": "Should you use MCP? A2A? Both? Something else?\n\nTwo weeks ago our own @seldo spoke at the MCP Dev Summit giving a lightning tour of the 13 different protocols currently vying to become the standard way for agents to talk to tools and each other, including MCP, A2A, ACP and many… https://t.co/qZv8duKRut",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 3,
"reply_count": 1,
"retweet_count": 21,
"retweeted": false,
"user_id_str": "1604278358296055808",
"id_str": "1931038923163332849"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet"
}
}
},
{
"entryId": "conversationthread-1931041434171474274",
"sortIndex": "1953513548621545462",
"content": {
"entryType": "TimelineTimelineModule",
"__typename": "TimelineTimelineModule",
"items": [
{
"entryId": "conversationthread-1931041434171474274-tweet-1931041434171474274",
"item": {
"itemContent": {
"itemType": "TimelineTweet",
"__typename": "TimelineTweet",
"tweet_results": {
"result": {
"__typename": "Tweet",
"rest_id": "1931041434171474274",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxODg3NTQ5MDM4NzkyMjQ1MjQ4",
"rest_id": "1887549038792245248",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": false,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Thu Feb 06 17:09:26 +0000 2025",
"default_profile": true,
"default_profile_image": false,
"description": "How to build agents",
"entities": {
"description": {
"urls": []
},
"url": {
"urls": [
{
"display_url": "o-mega.ai",
"expanded_url": "https://o-mega.ai",
"url": "https://t.co/NULcvISsOj",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 17,
"followers_count": 41,
"friends_count": 45,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 1,
"location": "United States",
"media_count": 3,
"name": "Agent Blueprint",
"normal_followers_count": 41,
"pinned_tweet_ids_str": [],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1887549038792245248/1745336845",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1914708045126324224/dKfufX6z_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "agentblueprint_",
"statuses_count": 368,
"translator_type": "none",
"url": "https://t.co/NULcvISsOj",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1931041434171474274"
],
"editable_until_msecs": "1749234729000",
"is_edit_eligible": false,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "274",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://o-mega.ai\" rel=\"nofollow\">1914631903774142465armyofaigen</a>",
"quoted_status_result": {
"result": {
"__typename": "Tweet",
"rest_id": "1931038923163332849",
"has_birdwatch_notes": false,
"core": {
"user_results": {
"result": {
"__typename": "User",
"id": "VXNlcjoxNjA0Mjc4MzU4Mjk2MDU1ODA4",
"rest_id": "1604278358296055808",
"affiliates_highlighted_label": {},
"has_graduated_access": true,
"is_blue_verified": true,
"profile_image_shape": "Circle",
"legacy": {
"can_dm": false,
"can_media_tag": true,
"created_at": "Sun Dec 18 00:52:44 +0000 2022",
"default_profile": true,
"default_profile_image": false,
"description": "Build AI agents over your documents\n\nGithub: https://t.co/HC19j7vMwc\nDocs: https://t.co/QInqg2zksh\nLlamaCloud: https://t.co/yQGTiRSNvj",
"entities": {
"description": {
"urls": [
{
"display_url": "github.com/run-llama/llam…",
"expanded_url": "http://github.com/run-llama/llama_index",
"url": "https://t.co/HC19j7vMwc",
"indices": [
45,
68
]
},
{
"display_url": "docs.llamaindex.ai",
"expanded_url": "http://docs.llamaindex.ai",
"url": "https://t.co/QInqg2zksh",
"indices": [
75,
98
]
},
{
"display_url": "cloud.llamaindex.ai",
"expanded_url": "https://cloud.llamaindex.ai/",
"url": "https://t.co/yQGTiRSNvj",
"indices": [
111,
134
]
}
]
},
"url": {
"urls": [
{
"display_url": "llamaindex.ai",
"expanded_url": "https://www.llamaindex.ai/",
"url": "https://t.co/epzefqQqZx",
"indices": [
0,
23
]
}
]
}
},
"fast_followers_count": 0,
"favourites_count": 1425,
"followers_count": 99666,
"friends_count": 28,
"has_custom_timelines": false,
"is_translator": false,
"listed_count": 1571,
"location": "",
"media_count": 1676,
"name": "LlamaIndex 🦙",
"normal_followers_count": 99666,
"pinned_tweet_ids_str": [
"1950285220663742516"
],
"possibly_sensitive": false,
"profile_banner_url": "https://pbs.twimg.com/profile_banners/1604278358296055808/1752258343",
"profile_image_url_https": "https://pbs.twimg.com/profile_images/1623505166996742144/n-PNQGgd_normal.jpg",
"profile_interstitial_type": "",
"screen_name": "llama_index",
"statuses_count": 3500,
"translator_type": "none",
"url": "https://t.co/epzefqQqZx",
"verified": false,
"want_retweets": false,
"withheld_in_countries": []
},
"tipjar_settings": {}
}
}
},
"unmention_data": {},
"edit_control": {
"edit_tweet_ids": [
"1931038923163332849"
],
"editable_until_msecs": "1749234130000",
"is_edit_eligible": true,
"edits_remaining": "5"
},
"is_translatable": false,
"views": {
"count": "23630",
"state": "EnabledWithCount"
},
"source": "<a href=\"https://crossposter.llamaindex.ai\" rel=\"nofollow\">LlamaIndex CrossPoster</a>",
"note_tweet": {
"is_expandable": true,
"note_tweet_results": {
"result": {
"id": "Tm90ZVR3ZWV0OjE5MzEwMzg5MjMwMTI0MDcyOTY=",
"text": "Should you use MCP? A2A? Both? Something else?\n\nTwo weeks ago our own @seldo spoke at the MCP Dev Summit giving a lightning tour of the 13 different protocols currently vying to become the standard way for agents to talk to tools and each other, including MCP, A2A, ACP and many more.\n\nHe breaks down the unique features of each protocol and how they fit into the landscape, and where it looks like things are headed.\n\nThis talk created a lot of buzz at the conference and it's only 15 minutes, so don't miss it!\n\nhttps://t.co/zeYYssSObB",
"entity_set": {
"hashtags": [],
"symbols": [],
"urls": [
{
"display_url": "youtube.com/watch?v=kqB_xM…",
"expanded_url": "https://www.youtube.com/watch?v=kqB_xML1SfA",
"url": "https://t.co/zeYYssSObB",
"indices": [
514,
537
]
}
],
"user_mentions": [
{
"id_str": "15453",
"name": "Laurie Voss",
"screen_name": "seldo",
"indices": [
70,
76
]
}
]
}
}
}
},
"legacy": {
"bookmark_count": 62,
"bookmarked": false,
"created_at": "Fri Jun 06 17:22:10 +0000 2025",
"conversation_id_str": "1931038923163332849",
"display_text_range": [
0,
279
],
"entities": {
"hashtags": [],
"media": [
{
"display_url": "pic.x.com/qZv8duKRut",
"expanded_url": "https://x.com/llama_index/status/1931038923163332849/photo/1",
"id_str": "1931038920743202816",
"indices": [
280,
303
],
"media_key": "3_1931038920743202816",
"media_url_https": "https://pbs.twimg.com/media/GsxtqtZaMAAE0Gl.jpg",
"type": "photo",
"url": "https://t.co/qZv8duKRut",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 724,
"w": 1252,
"resize": "fit"
},
"medium": {
"h": 694,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 393,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 724,
"width": 1252,
"focus_rects": [
{
"x": 0,
"y": 23,
"w": 1252,
"h": 701
},
{
"x": 528,
"y": 0,
"w": 724,
"h": 724
},
{
"x": 590,
"y": 0,
"w": 635,
"h": 724
},
{
"x": 726,
"y": 0,
"w": 362,
"h": 724
},
{
"x": 0,
"y": 0,
"w": 1252,
"h": 724
}
]
},
"media_results": {
"result": {
"media_key": "3_1931038920743202816"
}
}
}
],
"symbols": [],
"timestamps": [],
"urls": [],
"user_mentions": [
{
"id_str": "15453",
"name": "Laurie Voss",
"screen_name": "seldo",
"indices": [
70,
76
]
}
]
},
"extended_entities": {
"media": [
{
"display_url": "pic.x.com/qZv8duKRut",
"expanded_url": "https://x.com/llama_index/status/1931038923163332849/photo/1",
"id_str": "1931038920743202816",
"indices": [
280,
303
],
"media_key": "3_1931038920743202816",
"media_url_https": "https://pbs.twimg.com/media/GsxtqtZaMAAE0Gl.jpg",
"type": "photo",
"url": "https://t.co/qZv8duKRut",
"ext_media_availability": {
"status": "Available"
},
"features": {
"large": {
"faces": []
},
"medium": {
"faces": []
},
"small": {
"faces": []
},
"orig": {
"faces": []
}
},
"sizes": {
"large": {
"h": 724,
"w": 1252,
"resize": "fit"
},
"medium": {
"h": 694,
"w": 1200,
"resize": "fit"
},
"small": {
"h": 393,
"w": 680,
"resize": "fit"
},
"thumb": {
"h": 150,
"w": 150,
"resize": "crop"
}
},
"original_info": {
"height": 724,
"width": 1252,
"focus_rects": [
{
"x": 0,
"y": 23,
"w": 1252,
"h": 701
},
{
"x": 528,
"y": 0,
"w": 724,
"h": 724
},
{
"x": 590,
"y": 0,
"w": 635,
"h": 724
},
{
"x": 726,
"y": 0,
"w": 362,
"h": 724
},
{
"x": 0,
"y": 0,
"w": 1252,
"h": 724
}
]
},
"media_results": {
"result": {
"media_key": "3_1931038920743202816"
}
}
}
]
},
"favorite_count": 59,
"favorited": false,
"full_text": "Should you use MCP? A2A? Both? Something else?\n\nTwo weeks ago our own @seldo spoke at the MCP Dev Summit giving a lightning tour of the 13 different protocols currently vying to become the standard way for agents to talk to tools and each other, including MCP, A2A, ACP and many… https://t.co/qZv8duKRut",
"is_quote_status": false,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 3,
"reply_count": 1,
"retweet_count": 21,
"retweeted": false,
"user_id_str": "1604278358296055808",
"id_str": "1931038923163332849"
}
}
},
"legacy": {
"bookmark_count": 1,
"bookmarked": false,
"created_at": "Fri Jun 06 17:32:09 +0000 2025",
"conversation_id_str": "1931038923163332849",
"display_text_range": [
20,
249
],
"entities": {
"hashtags": [],
"symbols": [],
"timestamps": [],
"urls": [
{
"display_url": "x.com/llama_index/st…",
"expanded_url": "https://x.com/llama_index/status/1931038923163332849",
"url": "https://t.co/N5TXnEx6GB",
"indices": [
226,
249
]
}
],
"user_mentions": [
{
"id_str": "1604278358296055808",
"name": "LlamaIndex 🦙",
"screen_name": "llama_index",
"indices": [
0,
12
]
},
{
"id_str": "15453",
"name": "Laurie Voss",
"screen_name": "seldo",
"indices": [
13,
19
]
}
]
},
"favorite_count": 0,
"favorited": false,
"full_text": "@llama_index @seldo MCP is winning adoption because it’s powering agent deployments outside the lab. Next frontier: rigorous security, standardized server registry, and moving beyond basic RAG toward true agent orchestration. https://t.co/N5TXnEx6GB",
"in_reply_to_screen_name": "llama_index",
"in_reply_to_status_id_str": "1931038923163332849",
"in_reply_to_user_id_str": "1604278358296055808",
"is_quote_status": true,
"lang": "en",
"possibly_sensitive": false,
"possibly_sensitive_editable": true,
"quote_count": 0,
"quoted_status_id_str": "1931038923163332849",
"quoted_status_permalink": {
"url": "https://t.co/N5TXnEx6GB",
"expanded": "https://x.com/llama_index/status/1931038923163332849",
"display": "x.com/llama_index/st…"
},
"reply_count": 0,
"retweet_count": 0,
"retweeted": false,
"user_id_str": "1887549038792245248",
"id_str": "1931041434171474274"
},
"quick_promote_eligibility": {
"eligibility": "IneligibleNotProfessional"
}
}
},
"tweetDisplayType": "Tweet"
},
"clientEventInfo": {
"component": "tweet",
"element": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
}
],
"metadata": {
"conversationMetadata": {
"allTweetIds": [
"1931041434171474274"
],
"enableDeduplication": true
}
},
"displayType": "VerticalConversation",
"clientEventInfo": {
"component": "tweet",
"details": {
"conversationDetails": {
"conversationSection": "HighQuality"
},
"timelinesDetails": {
"controllerData": "DAACDAAEDAABCgABAAAAAAAAAAEKAAIAAAAAAAAAAAAAAAA="
}
}
}
}
},
{
"entryId": "cursor-bottom-1953513548621545461",
"sortIndex": "1953513548621545461",
"content": {
"entryType": "TimelineTimelineCursor",
"__typename": "TimelineTimelineCursor",
"value": "DAAFCgABGxxGOOl___MLAAIAAAAwRW1QQzZ3QUFBZlEvZ0dKTjB2R3AvQUFBQUFJYXpHLzBDbG9CWWhyTWJhdG1tbkR4CAADAAAAAgAA",
"cursorType": "Bottom"
}
}
]
},
{
"type": "TimelineTerminateTimeline",
"direction": "Top"
},
{
"type": "TimelineTerminateTimeline",
"direction": "Bottom"
}
],
"metadata": {
"scribeConfig": {
"page": "ranked_replies"
}
}
}
}
}