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Datasets:
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mcp-clients

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rush-probe
1.0
{}
2026-08-07T23:47:13.350Z
cursor-vscode
1.0.0
{"elicitation": {"form": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": false}}
2026-08-07T23:47:13.228Z
claude-code
1.0.204-dev,1.0.205-dev,1.0.210-dev,1.0.214-dev,1.0.215-dev,1.0.218-dev,1.0.220-dev,2.1.203,2.1.204,2.1.205,2.1.206,2.1.207,2.1.208,2.1.209,2.1.210,2.1.211,2.1.212,2.1.213,2.1.214,2.1.215,2.1.216,2.1.217,2.1.218,2.1.219,2.1.220,2.1.221,2.1.222,2.1.223,2.1.224,2.1.225
{"elicitation": {}, "roots": {"listChanged": true}}
2026-08-07T23:47:13.078Z
Anthropic/ClaudeAI
1.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-07T23:47:12.891Z
chat-ui-mcp
0.1.0
{}
2026-08-07T23:47:12.050Z
mcp
0.1.0
{"sampling": {}}
2026-08-07T23:47:10.691Z
openai-mcp
1.0.0
{"experimental": {"openai/visibility": {"enabled": true}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-07T23:47:10.480Z
llm-proxy-client
v1.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": true}}
2026-08-07T23:47:10.371Z
llama-ui-mcp
1.0.0
{"tools": {"listChanged": true}}
2026-08-07T23:47:09.885Z
claude-code
0.0.0-claudedesk,0.0.0-dev,0.0.0-leaked,0.0.0-local,0.0.0-local-demo,0.0.1-dev,0.0.15,0.0.2,0.0.22,0.0.24,0.0.33,0.0.4,0.0.44,0.0.45,0.0.46,0.0.47,0.0.50,0.0.51,0.0.54,0.0.59,0.0.70,0.0.71,0.0.73,0.1.0,0.1.39,0.1.40,0.2.0,0.3.0-mumucc,0.4.9-mumucc,0.5.14-beta.2,0.5.17,0.5.18,0.5.18-beta.25,0.5.18-beta.7,0.5.20,0.5.21-b...
{"elicitation": {}, "roots": {}}
2026-08-07T23:47:09.088Z
mcp
0.0.0,0.1.0,1.0
{}
2026-08-07T23:47:08.880Z
docker-mcp-gateway
1.0.0
{"roots": {"listChanged": true}}
2026-08-07T23:47:08.410Z
allan-mcp-hub
2025-06-18
{}
2026-08-07T23:47:08.054Z
openai-mcp (Codex)
1.0.0
{"experimental": {"openai/visibility": {"enabled": true}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-07T23:47:07.328Z
codex-mcp-client
0.0.0,0.0.0-dev+57f42a8,0.0.0-dev+7579a2b,0.0.0-dev+da2c7ca,0.0.34,0.131.0-alpha.9,0.138.0,0.138.0-alpha.7,0.139.0,0.140.0,0.140.0-alpha.19,0.140.0-alpha.2,0.141.0,0.142.0,0.142.0-alpha.1,0.142.0-alpha.6,0.142.2,0.142.3,0.142.4,0.142.5,0.143.0,0.144.0,0.144.0-alpha.4,0.144.1,0.144.2,0.144.3,0.144.4,0.144.5,0.144.6,0.14...
{"elicitation": {"form": {}, "url": {}}}
2026-08-07T23:47:06.980Z
hermes-probe
0,0.1,1.0
{}
2026-08-07T23:47:06.795Z
mcp-gateway-monitor
1.0.0
{}
2026-08-07T23:47:06.766Z
Cursor
1.0.0
{"elicitation": {"form": {}}}
2026-08-07T23:47:06.468Z
mcp-remote-fallback-test
0.0.0
{}
2026-08-07T23:47:06.131Z
Grafana Assistant
0.1.0
{}
2026-08-07T23:47:02.611Z
fc-freepik-agent
1.0.0
{}
2026-08-07T23:47:01.725Z
mcpdd
0.1.0
{}
2026-08-07T23:46:55.614Z
roder-backend
0.1.0
{}
2026-08-07T23:46:48.381Z
ms-mcp-catalog-client
1.0.0
{"roots": {"listChanged": false}, "sampling": {}}
2026-08-07T23:46:45.146Z
claude-code
2.1.38,2.1.39,2.1.40,2.1.41,2.1.42,2.1.44,2.1.45,2.1.47,2.1.48,2.1.49,2.1.50,2.1.51,2.1.52,2.1.53,2.1.54,2.1.55,2.1.56,2.1.58,2.1.59,2.1.61,2.1.62,2.1.63,2.1.64,2.1.66,2.1.67,2.1.68,2.1.69,2.1.70,2.1.71,2.1.72,2.1.73,2.1.74,2.1.75,2.1.76,2.1.77,2.1.78,2.1.79,2.1.80,2.1.81,2.1.83,2.1.84,2.1.85,2.1.86,2.1.87
{"elicitation": {"form": {}, "url": {}}, "roots": {}}
2026-08-07T23:46:44.001Z
fast-agent-mcp
0.10.0,0.4.17,0.4.19,0.4.20,0.4.22,0.4.23,0.4.24,0.4.25,0.4.26,0.4.27,0.4.29,0.4.30,0.4.31,0.4.34,0.4.35,0.4.36,0.4.37,0.4.39,0.4.40,0.4.41,0.4.42,0.4.43,0.4.44,0.4.45,0.4.46,0.4.47,0.4.48,0.4.49,0.4.50,0.4.51,0.4.52,0.4.53,0.4.54,0.4.55,0.4.56,0.5.0,0.5.1,0.5.10,0.5.11,0.5.12,0.5.2,0.5.3,0.5.4,0.5.5,0.5.6,0.5.7,0.5.9,...
{"elicitation": {"form": {}, "url": {}}, "sampling": {"tools": {}}}
2026-08-07T23:46:41.592Z
Anthropic/ClaudeAI
1.0.0
{}
2026-08-07T23:46:41.549Z
lmstudio-mcp-server-session
1.0.0
{}
2026-08-07T23:46:41.390Z
kagent-controller
0.9.12,0.9.6
{"roots": {"listChanged": true}}
2026-08-07T23:46:38.610Z
ToolServer
1.0.0.0
{}
2026-08-07T23:46:37.665Z
kimi-code
0.0.0,0.15.3,0.31.1,0.6.3,0.6.4,0.6.6,0.6.7
{}
2026-08-07T23:46:33.882Z
mcp-health-checker
1.0.0
{}
2026-08-07T23:46:31.569Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "sampling": {"tools": {}}}
2026-08-07T23:46:29.180Z
mcp-client
0.0.1,1.0,1.0.0,1.1.0
{}
2026-08-07T23:46:23.256Z
lke-mcp-client
1.0.0
{}
2026-08-07T23:46:23.094Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "roots": {"listChanged": true}, "sampling": {"tools": {}}}
2026-08-07T23:46:08.513Z
rmcp
0.1.5,0.12.0,0.15.0,0.16.0,0.3.2,0.6.0,0.7.0,0.8.5,0.9.1,1.2.0,1.3.0,1.5.0,1.7.0,1.8.0,2.0.0,2.1.0,2.2.0
{}
2026-08-07T23:46:05.620Z
Cursor MCP Availability
1.0.0
{}
2026-08-07T23:45:58.793Z
MCPWatch
0.1.0
{}
2026-08-07T23:45:57.402Z
sheet-add-in
1.0.0
{}
2026-08-07T23:45:53.473Z
mcp
0.1.0
{"sampling": {"tools": {}}}
2026-08-07T23:45:48.282Z
ConversationalAI
2025.11.2.6162,2025.11.3.7072,2025.11.3.7221,2025.11.3.8093,2025.11.4.7139,2025.11.4.7263,2025.11.4.7278,2025.11.4.7774,2025.11.4.7786,2025.11.4.8069,2025.11.4.8235,2025.11.4.8240,2025.11.4.8256,2025.11.4.8262,2025.11.4.8268,2025.11.4.8277,2025.11.4.8322,2025.11.4.8428,2025.11.4.8501,2025.11.4.9002,2025.12.0.0,2025.12....
{}
2026-08-07T23:45:38.981Z
grok-shell-huggingface
0.1.0,0.1.210,0.1.211,0.1.220,0.2.101,0.2.102,0.2.103,0.2.105,0.2.106,0.2.11,0.2.111,0.2.112,0.2.114,0.2.117,0.2.118,0.2.121,0.2.13,0.2.14,0.2.16,0.2.20,0.2.22,0.2.3,0.2.32,0.2.33,0.2.38,0.2.39,0.2.45,0.2.50,0.2.51,0.2.54,0.2.55,0.2.56,0.2.59,0.2.60,0.2.63,0.2.64,0.2.67,0.2.72,0.2.73,0.2.77,0.2.8,0.2.81,0.2.82,0.2.87,0...
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-07T23:45:06.694Z
mcp-pulse
0.1.0
{}
2026-08-07T23:45:03.074Z
Anthropic/Toolbox
1.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-07T23:44:59.912Z
shelby-mcp-probe
1.0
{}
2026-08-07T23:44:59.876Z
openclaw-bundle-mcp
0.0.0
{}
2026-08-07T23:44:51.625Z
opencode
0.0.0--202607291018,0.0.0-dev-202608021413,0.0.0-dev-202608031336,0.0.0-dev-202608032306,0.0.0-dev-202608032336,0.0.0-powerformer-v1.18.1-202607170347,1.17.10,1.17.11,1.17.11+b5f8032a8,1.17.11+b5f8032a84,1.17.12,1.17.13,1.17.13+01b56f46e,1.17.14,1.17.15,1.17.16,1.17.17,1.17.18,1.17.19,1.17.20,1.17.7,1.17.8,1.17.9,1.18....
{"roots": {}}
2026-08-07T23:44:37.809Z
Manus
0.1.0,1.0.0,1.1.0,7.2.17-323-gc729328d2,8.0.0,8.0.10,8.0.11,8.0.12,8.0.13,8.0.16,8.0.18,8.0.19,8.0.2,8.0.20,8.0.22,8.0.23,8.0.24,8.0.26,8.0.27,8.0.28,8.0.29,8.0.3,8.0.30,8.0.31,8.0.32,8.0.33,8.0.34,8.0.35,8.0.36,8.0.39,8.0.4,8.0.40,8.0.42,8.0.44,8.0.46,8.0.47,8.0.48,8.0.49,8.0.50,8.0.51,8.0.53,8.0.54,8.0.56,8.0.57,8.0....
{}
2026-08-07T23:44:32.083Z
Cherry Studio
1.6.2,1.7.0,1.7.0-beta.6,1.7.0-magic.9,1.7.0-rc.1,1.7.0-rc.3,1.7.1,1.7.11,1.7.12,1.7.13,1.7.14,1.7.15,1.7.16,1.7.17,1.7.18,1.7.19,1.7.2,1.7.20,1.7.21,1.7.22,1.7.23,1.7.24,1.7.25,1.7.3,1.7.4,1.7.5,1.7.6,1.7.7,1.7.8,1.7.9,1.8.0,1.8.1,1.8.2,1.8.3,1.8.4,1.9.0,1.9.0-rc.0,1.9.1,1.9.10,1.9.11,1.9.12,1.9.13,1.9.2,1.9.3,1.9.4,1...
{"experimental": {"auth": {}}}
2026-08-07T23:44:31.168Z
mcp-gateway-registry
1.0.0
{}
2026-08-07T23:44:24.217Z
Guardian
1.0
{}
2026-08-07T23:44:12.551Z
probe
0,0.0,0.0.0,0.0.1,0.1,0.1.0,1,1.0,1.0.0,1.0.0.0,test
{}
2026-08-07T23:43:35.295Z
Anthropic/Toolbox
1.0.0
{}
2026-08-07T23:43:23.411Z
gateway
1.0.0
{}
2026-08-07T23:43:05.218Z
mcp-vitals
0.1
{}
2026-08-07T23:43:04.834Z
codex-mcp-client
0.142.2,0.142.3,0.142.4,0.142.5,0.144.0,0.144.0-alpha.4,0.144.1,0.144.2,0.144.3,0.144.4,0.144.5,0.144.6,0.145.0,0.145.0-alpha.18,0.145.0-alpha.27,0.145.0-alpha.30,0.146.0,0.146.0-alpha.3,0.146.0-alpha.3.1,0.146.0-alpha.9.2,0.146.1,0.147.0,0.147.0-alpha.1.2,0.147.0-alpha.6.5
{"elicitation": {"form": {}, "url": {}}, "extensions": {"openai/form": {}}}
2026-08-07T23:42:11.272Z
factory-cli
0.100.0,0.100.1-build0005203,0.100.1-build0005206,0.100.1-build0005219,0.100.1-build0005223,0.100.1-build0005235,0.101.0,0.101.1-build0005251,0.101.1-build0005258,0.101.1-build0005263,0.102.0,0.102.1-build0005276,0.103.0,0.103.1,0.104.0,0.104.1,0.105.0,0.105.1,0.106.0,0.108.0,0.109.1,0.109.2,0.109.3,0.110.0,0.111.0,0.1...
{}
2026-08-07T23:40:46.808Z
toolport-gateway
1.11.0,1.9.0,1.9.4,1.9.6
{}
2026-08-07T23:40:41.896Z
meshclaw-probe
1.0.0
{}
2026-08-07T23:39:49.650Z
codex-mcp-client
0.0.0,0.1.3,0.128.3,0.128.4,0.128.5,0.129.0,0.129.0-alpha.15,0.129.0-alpha.5,0.129.0-alpha.7,0.130.0,0.130.0-alpha.5,0.130.0-cometix,0.131.0,0.131.0-alpha.4,0.131.0-alpha.8,0.131.0-alpha.9,0.132.0,0.133.0,0.133.0-alpha.1,0.134.0,0.134.0-alpha.3,0.135.0,0.135.0-alpha.1,0.136.0,0.136.0-alpha.1,0.136.0-alpha.2,0.137.0,0.1...
{"elicitation": {}}
2026-08-07T23:38:23.191Z
mcpbeat
0.1
{}
2026-08-07T23:38:16.088Z
mcpindex
0.1
{}
2026-08-07T23:36:40.553Z
Sydney
1.0.0
{}
2026-08-07T23:36:17.794Z
glama
1.0.0
{"tasks": {"cancel": {}, "list": {}, "requests": {"tools": {"call": {}}}}}
2026-08-07T23:34:33.244Z
mcproxy-remote
1.0.0
{}
2026-08-07T23:34:19.934Z
birun-e2e
0.1.0
{}
2026-08-07T23:34:07.764Z
daily-huggingface
1.0
{}
2026-08-07T23:33:37.249Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "roots": {"listChanged": true}, "sampling": {}}
2026-08-07T23:33:23.276Z
mcp
0.1.0
{"roots": {"listChanged": true}, "sampling": {}}
2026-08-07T23:32:37.547Z
Visual Studio Code
1.109.0,1.109.1,1.109.2,1.109.3,1.109.4,1.109.5,1.110.0,1.110.1,1.111.0,1.112.0,1.113.0,1.114.0,1.115.0,1.116.0,1.117.0,1.118.0,1.118.1,1.119.0,1.119.1,1.120.0,1.121.0,1.122.0,1.122.1,1.123.0,1.123.1,1.123.2,1.124.0,1.124.1,1.124.2,1.125.0,1.125.1,1.126.0,1.127.0,1.128.0,1.128.1,1.129.0,1.129.1,1.130.0,1.131.0,1.132.0
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": true}, "sampling": {}, "tasks": {"cancel": {}, "list": {}, "requests": {"elicitation": {"create": {}}, "sampling": {"createMessage": {}}}}}
2026-08-07T23:31:51.861Z
scira
1.0.0
{"elicitation": {}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-07T23:31:48.833Z
smithery-probe
0,1.0.0
{}
2026-08-07T23:31:44.316Z
tencent/client/llmsgw
v1.0.3.7.0
{}
2026-08-07T23:31:44.186Z
Workato MCP Connector
1.0.0
{"roots": {"listChanged": false}, "sampling": {}}
2026-08-07T23:31:34.342Z
qwen-cli-mcp-client-huggingface
0.0.1
{"roots": {}}
2026-08-07T23:31:32.109Z
freeapi-watch-monitor
1.0
{}
2026-08-07T23:30:16.340Z
pipeline_mcp
1.0.0
{}
2026-08-07T23:29:52.477Z
Cherry Studio
1.5.11,1.5.50,1.5.6,1.5.7,1.5.9,1.6.2,1.6.3,1.6.4,1.6.5,1.6.7,1.6.70,1.7.0,1.7.0-beta.3,1.7.0-beta.5,1.7.0-beta.6,1.7.0-rc.1,1.7.0-rc.2,1.7.0-rc.3,1.7.1,1.7.10,1.7.11,1.7.12,1.7.13,1.7.131,1.7.132,1.7.14,1.7.15,1.7.152,1.7.16,1.7.17,1.7.18,1.7.19,1.7.2,1.7.20,1.7.21,1.7.22,1.7.23,1.7.24,1.7.25,1.7.3,1.7.4,1.7.5,1.7.6,1...
{}
2026-08-07T23:29:30.936Z
at-health
0.2.0
{"sampling": {}}
2026-08-07T23:29:28.996Z
chat-ui-health-check
1.0.0
{}
2026-08-07T23:28:49.374Z
grok-shell-huggingface-skills
0.1.210,0.2.101,0.2.102,0.2.103,0.2.106,0.2.111,0.2.112,0.2.114,0.2.117,0.2.118,0.2.93,0.2.99,1.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-07T23:26:17.000Z
claude-code
2.1.203,2.1.204,2.1.205,2.1.206,2.1.207,2.1.209,2.1.210,2.1.211,2.1.220,2.1.221,2.1.222,2.1.223,2.1.224
{"elicitation": {}, "experimental": {"auth": {}}, "roots": {"listChanged": true}}
2026-08-07T23:22:48.958Z
claude-ai
0.1.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-07T23:22:43.729Z
local-agent-mode-hf-mcp-server
1.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": true}}
2026-08-07T23:22:41.708Z
bolt-api
0.1.0,0.1.10,0.1.100,0.1.101,0.1.102,0.1.103,0.1.104,0.1.105,0.1.106,0.1.107,0.1.108,0.1.109,0.1.11,0.1.110,0.1.111,0.1.112,0.1.113,0.1.114,0.1.115,0.1.116,0.1.117,0.1.118,0.1.119,0.1.12,0.1.120,0.1.121,0.1.122,0.1.123,0.1.124,0.1.125,0.1.126,0.1.127,0.1.128,0.1.129,0.1.13,0.1.130,0.1.131,0.1.132,0.1.133,0.1.134,0.1.13...
{}
2026-08-07T23:21:45.864Z
webai
1.0.0
{}
2026-08-07T23:20:06.413Z
mymcptools-prober
0.1.0
{}
2026-08-07T23:20:03.454Z
claude-code
0.0.33,1.0.102,1.0.103,1.0.107,1.0.108,1.0.109,1.0.110,1.0.111,1.0.112,1.0.113,1.0.115,1.0.117,1.0.119,1.0.120,1.0.123,1.0.124,1.0.126,1.0.127,1.0.128,1.0.44,1.0.51,1.0.52,1.0.53,1.0.55,1.0.56,1.0.57,1.0.58,1.0.60,1.0.62,1.0.67,1.0.69,1.0.73,1.0.77,1.0.80,1.0.81,1.0.83,1.0.85,1.0.86,1.0.88,1.0.89,1.0.90,1.0.92,1.0.93,1...
{"roots": {}}
2026-08-07T23:19:25.896Z
client
0
{}
2026-08-07T23:19:02.687Z
codex-mcp-client
0.0.0,0.0.10,0.100.0,0.100.0-alpha.10,0.101.0,0.102.0,0.102.0-alpha.2,0.103.0,0.104.0,0.104.0-alpha.1,0.108.0-alpha.16,0.119.0,0.119.0-alpha.28,0.119.0-alpha.29,0.120.0,0.121.0,0.121.0-alpha.2,0.121.0-alpha.4,0.122.0,0.122.0-alpha.1,0.122.0-alpha.13,0.123.0,0.123.0-alpha.5,0.124.0,0.124.0-alpha.2,0.125.0,0.125.0-alpha....
{"elicitation": {"form": {}}}
2026-08-07T23:16:18.701Z
codex-mcp-client
0.146.0,0.146.0-alpha.9.2,0.147.0-alpha.1.2,0.147.0-alpha.6.5
{"elicitation": {"form": {}, "url": {}}, "experimental": {"auth": {}}}
2026-08-07T23:15:51.103Z
github-copilot-developer
1.0.71,1.0.72,1.0.73,1.0.76,1.0.77,1.0.78,1.0.78-2,1.0.79-2
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "sampling": {}}
2026-08-07T23:12:45.269Z
mocop-gateway-go
0.12.0,0.13.0,0.13.0-pr.351.e9a497af,0.14.0,0.14.1,0.8.0
{}
2026-08-07T23:12:37.856Z
agent-tools.cloud
0.1
{}
2026-08-07T23:12:26.251Z
convo-robotoil
1.0.0
{}
2026-08-07T23:06:00.268Z
openai-mcp (Agent Builder)
1.0.0
{"experimental": {"openai/visibility": {"enabled": true}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-07T23:04:19.237Z
Anthropic
1.0.0
{}
2026-08-07T23:03:06.775Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}}
2026-08-07T23:02:23.363Z
orbit-devops-copilot
1.0.0
{}
2026-08-07T23:01:57.187Z
End of preview. Expand in Data Studio

MCP Clients Dataset

MCP client identity and capability observations from huggingface.co/mcp.

The pipeline incrementally processes completed daily source partitions. Each release records its source revision and watermark in state/mcp-clients-v1.json and a sanitized 60-day dashboard snapshot in reports/dashboard-v1.json. Its window is the requested UTC date range. Omitted client traffic dates are unavailable data, not zero traffic.

Protocol traffic before 2026-07-27 is a one-time, immutable backfill from legacy initialize records; newer traffic is derived from requests. Each traffic point identifies its source. Capability flags are request-only.

Configurations

raw

One row per distinct (name, version, capabilities) with its latest observed last_seen time.

Column Description
name Client-provided client name
version Client-provided version
capabilities Canonicalized capabilities JSON or original string
last_seen Latest observed RFC 3339 timestamp

deduplicated

One row per normalized (name, capabilities). mcp-remote suffixes are removed from names; observed versions are stored as a comma-separated string.

Column Description
name Normalized client name
versions Lexically sorted distinct versions
capabilities Canonicalized capabilities JSON or original string
last_seen Latest observed RFC 3339 timestamp

Client-provided fields are untrusted telemetry. Consumers should not treat names, versions, or capability values as verified claims.

Reproducibility

Every successful release atomically publishes both configurations, state/mcp-clients-v1.json, and reports/dashboard-v1.json. The state file identifies the immutable source revision and completed source-date watermark used for that release.
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