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mcp-clients

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24
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Cursor
1.0.0
{"elicitation": {"form": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-02T23:53:45.221Z
mcp
0.0.0,0.1.0,1.0,1.0.0
{}
2026-11-02T23:53:45.029Z
claude-code
0.0.0+leaked,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....
{"elicitation": {}, "roots": {}}
2026-11-02T23:53:44.348Z
codex-mcp-client
0.0.0,0.0.0-dev+57f42a8,0.0.0-dev+7579a2b,0.0.0-dev+da2c7ca,0.0.34,0.0.55,0.0.56,0.131.0-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....
{"elicitation": {"form": {}, "url": {}}}
2026-11-02T23:53:44.109Z
paperclip
1
{}
2026-11-02T23:53:43.551Z
llm-proxy-client
v1.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": true}}
2026-11-02T23:53:43.371Z
docker-mcp-gateway
1.0.0
{"roots": {"listChanged": true}}
2026-11-02T23:53:43.047Z
opencode
0.0.0-detached-202610272242,0.0.0-detached-202610282121,0.0.0-dev-21129,0.0.0-dev-21141,0.0.0-dev-21670,0.0.0-dev-21709,0.0.0-dev-21717,2.0.26,2.0.30,2.0.31,2.0.32,2.0.32+843a6c5,2.1.0,2.1.1,2.1.2,2.1.3,2.1.3.r3.86bb7d4756,2.1.4,2.2.0,2.2.1,2.2.2,2.2.3,2.2.4,2.2.5,unknown
{"elicitation": {"form": {}, "url": {}}, "roots": {}}
2026-11-02T23:53:43.033Z
openai-mcp
1.0.0
{"experimental": {"openai/visibility": {"enabled": true}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-02T23:53:42.763Z
Cursor MCP Availability
1.0.0
{}
2026-11-02T23:53:42.648Z
illuminator-ai
1.0.0
{"elicitation": {"form": {}}}
2026-11-02T23:53:41.674Z
mistral-mcp-client
1.0
{}
2026-11-02T23:53:41.293Z
sheet-add-in
1.0.0
{}
2026-11-02T23:53:40.874Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "sampling": {}}
2026-11-02T23:53:39.757Z
mcp-gateway-registry
1.0.0
{}
2026-11-02T23:53:39.488Z
hermes-probe
0,0.0.1,0.1,0.22.5,1,1.0
{}
2026-11-02T23:53:39.482Z
probecast-status-check
1.0
{}
2026-11-02T23:53:38.272Z
codex-mcp-client
0.153.2,0.153.4,0.154.0,0.154.0-alpha.6.1,0.154.0-alpha.6.2,0.155.0,0.155.0-alpha.16,0.155.0-alpha.16.3,0.155.0-alpha.16.4,0.155.0-alpha.2.6,0.155.0-alpha.9,0.155.0-alpha.9.2,0.155.1,0.156.0,0.156.1,0.157.0,0.157.1,0.158.0,0.158.0-alpha.2,0.158.0-alpha.2.1,0.159.0,0.159.0-alpha.12.1,0.159.1,0.159.2,0.159.3,0.160.0,0.16...
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app", "text/html+skybridge"]}, "openai/elicitation": {"form": {}}, "openai/form": {}}}
2026-11-02T23:53:38.101Z
fc-freepik-agent
1.0.0
{}
2026-11-02T23:53:38.023Z
mcp-health-checker
0.1.0,1.0.0
{}
2026-11-02T23:53:37.682Z
openclaw-bundle-mcp
0.0.0
{}
2026-11-02T23:53:36.874Z
hermes-agent
0.0.0,0.16.0,0.17.0,0.19.0,0.21.1,0.21.5,0.21.6,0.21.7,0.22.0,0.22.1,0.22.2,0.22.3,0.22.4,0.22.5,0.22.6,unknown
{"elicitation": {"form": {}, "url": {}}, "sampling": {}}
2026-11-02T23:53:35.944Z
llama-ui-mcp
1.0.0
{"tools": {"listChanged": true}}
2026-11-02T23:53:35.840Z
roder-backend
0.1.0
{}
2026-11-02T23:53:35.630Z
404.directory-verifier
0.10.0,0.10.1,0.10.2,0.10.3,0.6.0,0.7.0,0.7.1,0.7.3,0.8.0,0.8.1,0.8.2,0.8.5,0.9.0,0.9.1,0.9.2,0.9.3
{}
2026-11-02T23:53:34.886Z
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": {}}
2026-11-02T23:53:32.399Z
mcp-remote-fallback-test
0.0.0
{}
2026-11-02T23:53:32.335Z
kagent-controller
0.9.12,0.9.6
{"roots": {"listChanged": true}}
2026-11-02T23:53:30.193Z
cequence-aigateway
1.0.0
{}
2026-11-02T23:53:30.061Z
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,1.0.228a-dev,1.0.251-dev,2.1.203,2.1.204,2.1.205,2.1.206,2.1.207,2.1.208,2.1.209,2.1.210,2.1.211,2.1.212,2.1.213,2.1.214,2.1.215,2.1.216,2.1.217,2.1.218,2.1.219,2.1.220,2.1.221,2.1.222,2.1.223,2.1.224,2.1.225,2.1.226,2.1.227,2.1.228,2.1...
{"elicitation": {}, "roots": {"listChanged": true}}
2026-11-02T23:53:29.968Z
codex-mcp-client
0.154.0,0.154.0-alpha.6.1,0.154.0-alpha.6.2,0.155.0-alpha.16,0.155.0-alpha.16.3,0.156.1,0.159.0-alpha.12.1,0.159.2,0.160.0,0.160.0+vorlon.1,0.160.1,0.161.0,0.162.0-alpha.17.2,0.162.0-alpha.2,0.163.0,0.164.0-alpha.11.1,0.165.0
{"elicitation": {"form": {}, "url": {}}, "extensions": {"openai/elicitation": {"form": {}}, "openai/form": {}}}
2026-11-02T23:53:27.948Z
agentgateway
0.11.3,1.0,1.3.1,1.4.1,1.5.0,1.6.0,1.7.0,True
{}
2026-11-02T23:53:27.684Z
mcp-gateway-monitor
1.0.0
{}
2026-11-02T23:53:26.650Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "sampling": {"tools": {}}}
2026-11-02T23:53:26.615Z
flight-control-mcp-proxy
1
{}
2026-11-02T23:53:25.967Z
codex-mcp-client
0.0.0,0.155.0,0.155.0-alpha.16.4,0.155.0-alpha.2.6,0.155.0-alpha.9.2,0.155.1,0.156.0,0.156.1,0.157.0,0.157.1,0.158.0,0.159.0,0.159.0-alpha.12.1,0.159.1,0.159.2,0.159.3,0.160.0,0.160.1,0.161.0,0.162.0,0.162.0-alpha.17.2,0.162.0-alpha.2,0.162.1,0.163.0,0.163.0-alpha.10.2,0.163.0-alpha.11.1,0.164.0,0.165.0,0.165.0-alpha.1...
{"elicitation": {"form": {}, "url": {}}, "extensions": {"openai/elicitation": {}}}
2026-11-02T23:53:25.679Z
tbh
0.1.0
{}
2026-11-02T23:53:16.881Z
openclaw-bundle-mcp
0.0.0
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}, "openai/elicitation": {"form": {}}}}
2026-11-02T23:53:16.097Z
Bifrost-Hugging_Face-verify
1.0.0
{}
2026-11-02T23:53:13.787Z
Verdroid
0.9.18
{}
2026-11-02T23:53:13.641Z
opencode
0.0.0--202607291018,0.0.0--202608040303,0.0.0--202608100457,0.0.0--202608120329,0.0.0--202608120330,0.0.0--202609221536,0.0.0--202610150807,0.0.0--202610200820,0.0.0-beta-202608081103,0.0.0-beta-202608081634,0.0.0-beta-202608110357,0.0.0-beta-202609020037,0.0.0-beta-202609020054,0.0.0-beta-202609020204,0.0.0-beta-20260...
{"roots": {}}
2026-11-02T23:53:06.910Z
MCPWorks-Gateway
1.0.0
{}
2026-11-02T23:53:05.347Z
kimi-code
0.0.0,0.15.3,0.15.7,0.31.1,0.6.3,0.6.4,0.6.6,0.6.7
{}
2026-11-02T23:53:04.299Z
kagent-controller
0.10.4
{}
2026-11-02T23:53:03.343Z
gateway
1,1.0.0
{}
2026-11-02T23:53:02.627Z
awx-external-service-health
0.4.31,1.0
{}
2026-11-02T23:53:01.822Z
pulse
0.1.0
{}
2026-11-02T23:53:00.130Z
pi
0.0.0,0.87.1,0.99.0,0.99.1,0.99.2,1.0.0,1.0.1,1.0.2,1.0.3,1.0.4,1.1.0,1.2.0,1.3.0,1.4.0,1.5.0
{"roots": {}}
2026-11-02T23:52:54.659Z
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.6.5,0.147.0-alpha.6.6,0.148.0,0.148.0-alpha.15,0....
{"elicitation": {"form": {}, "url": {}}, "extensions": {"openai/form": {}}}
2026-11-02T23:52:50.689Z
Cherry Studio
2.1.10,2.1.5,2.1.6,2.1.7,2.1.8,2.1.9
{"elicitation": {"form": {}, "url": {}}, "experimental": {"auth": {}}, "roots": {}, "sampling": {}}
2026-11-02T23:52:47.792Z
talixio
1.0
{}
2026-11-02T23:52:47.591Z
vitesse-ai
1.0
{}
2026-11-02T23:52:47.585Z
bycommute-shared-huggingface
1.0.0
{}
2026-11-02T23:52:39.174Z
nova-huggingface
1.0.0
{}
2026-11-02T23:52:32.991Z
exe-ai-terminal
0.1.0
{}
2026-11-02T23:52:22.435Z
gardien-connexions
1
{}
2026-11-02T23:52:19.386Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}}
2026-11-02T23:52:18.895Z
claude-code
2.1.301,2.1.304,2.1.305,2.1.306,2.1.307,2.1.308,2.1.309,2.1.310,2.1.311,2.1.312,2.1.314,2.1.316
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/tasks": {}}, "roots": {"listChanged": true}}
2026-11-02T23:52:17.332Z
Bifrost-huggingface-verify
1.0.0
{}
2026-11-02T23:52:10.331Z
nexos-integrations
1.119.0,1.120.0,1.121.0,1.122.0,1.123.0,1.124.0,1.125.0,1.126.0,1.127.0,1.128.0,1.128.1,1.129.0,1.130.0,1.131.0,1.131.1,1.132.0,1.132.1-stage-eventbus,1.133.0,1.133.1-eventbus,1.134.0,1.134.1,1.135.0,1.136.0,1.137.0,1.138.0,1.139.0,1.140.0,1.140.1-stage-custom-http,1.141.0,1.142.0,1.143.0,1.144.0,1.145.0,review-05ad159...
{}
2026-11-02T23:52:03.370Z
hermes-agent
0.21.6,0.22.2,0.22.4,0.22.5,unknown
{"elicitation": {"form": {}, "url": {}}}
2026-11-02T23:51:56.195Z
vibeops-agents
0.1.0
{}
2026-11-02T23:51:52.388Z
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....
{}
2026-11-02T23:51:41.152Z
stargate-mcp-proxy
0.0.1
{"roots": {"listChanged": true}}
2026-11-02T23:51:30.936Z
codex-mcp-client
0.0.0
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}, "openai/elicitation": {}}}
2026-11-02T23:51:29.430Z
rokmcp-probe
0.1.0,0.2.0
{}
2026-11-02T23:51:19.258Z
lke-mcp-client
1.0.0
{}
2026-11-02T23:51:15.719Z
Bifrost-HuggingFace-verify
1.0.0
{}
2026-11-02T23:51:15.189Z
Anthropic/ClaudeAI
1.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-02T23:51:14.824Z
edic
1,1.0
{}
2026-11-02T23:51:12.886Z
copilot-cowork
0.1.0,1.0.0
{"elicitation": {"form": {}}, "roots": {}}
2026-11-02T23:51:06.569Z
oneai-core
1.0.0
{}
2026-11-02T23:51:03.039Z
aram-ai
0.1.0
{}
2026-11-02T23:51:02.117Z
copilot-cli
0.0.0,1.0.100-1,1.0.101,1.0.102,1.0.102-0.unstable.r39844011292.g0401dd9,1.0.102-0.unstable.r40029025960.g5a14a15,1.0.102-0.unstable.r40141230562.g130d689,1.0.102-0.unstable.r40949665530.gab1eef5,1.0.103,1.0.103-unstable.r39903661716.gbccf8a3,1.0.103-unstable.r40031404408.gba6c003,1.0.103-unstable.r41214319014.g4f70995...
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "sampling": {}}
2026-11-02T23:51:00.534Z
qoderclicn
1.1.53,1.1.57,1.1.64,1.1.69,1.1.75-hotfix.1
{"elicitation": {}, "roots": {"listChanged": true}}
2026-11-02T23:51:00.525Z
openbot
0.59.0
{"elicitation": {"form": {}, "url": {}}, "sampling": {}}
2026-11-02T23:50:50.979Z
cursor-vscode
1.0.0
{"elicitation": {"form": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": false}}
2026-11-02T23:50:50.890Z
openbot
0.59.0,1.0.0
{}
2026-11-02T23:50:50.769Z
passport-auth-detector
1
{}
2026-11-02T23:50:48.018Z
@librechat/api-client
1.2.3
{}
2026-11-02T23:50:43.518Z
Amazon Quick Suite MCP Client
1.0
{}
2026-11-02T23:50:42.226Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "roots": {"listChanged": true}, "sampling": {}}
2026-11-02T23:50:38.672Z
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": {}}}}}
2026-11-02T23:50:36.933Z
vista
0.1.0
{}
2026-11-02T23:50:36.625Z
omp-coding-agent
1.0.0
{"roots": {"listChanged": false}}
2026-11-02T23:50:30.181Z
claude-code
2.1.294,2.1.302,2.1.304,2.1.305,2.1.306,2.1.307,2.1.308,2.1.309,2.1.310,2.1.311,2.1.312,2.1.314,2.1.316,2.1.316-ccs.shaecac0230c8ee
{"elicitation": {}, "extensions": {"io.modelcontextprotocol/tasks": {}}, "roots": {"listChanged": true}}
2026-11-02T23:50:28.531Z
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....
{}
2026-11-02T23:50:19.304Z
huggingface
0.1,1.0,1.0.0
{}
2026-11-02T23:50:09.320Z
copilot-cowork-reinit
0.1.0
{"elicitation": {"form": {}}, "roots": {}}
2026-11-02T23:50:04.710Z
mcs
1.0.0
{}
2026-11-02T23:50:04.600Z
mcp-pulse
0.1.0
{}
2026-11-02T23:50:03.522Z
continue-client
1.0.0
{}
2026-11-02T23:49:50.681Z
control-plane
1.0.0
{}
2026-11-02T23:49:49.932Z
Cline
0.0.0,3.32.7,3.34.1,3.36.1,3.37.1,3.38.0,3.38.1,3.38.2,3.38.3,3.39.1,3.39.2,3.40.0,3.40.1,3.40.2,3.41.0,3.42.0,3.44.0,3.44.1,3.45.0,3.45.1,3.46.1,3.47.0,3.48.0,3.49.0,3.49.1,3.50.0,3.51.0,3.52.0,3.53.0,3.53.1,3.54.0,3.55.0,3.56.1,3.56.2,3.57.0,3.57.1,3.58.0,3.59.0,3.60.0,3.61.0,3.62.0,3.63.0,3.64.0,3.65.0,3.66.0,3.67.0...
{}
2026-11-02T23:49:35.187Z
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...
{}
2026-11-02T23:49:28.596Z
isitstillup-probe
1.0
{}
2026-11-02T23:49:10.209Z
VibeBot
0.9.0
{"resources": {}, "tools": {}}
2026-11-02T23:49:06.473Z
indent
0.0.0
{}
2026-11-02T23:49:04.108Z
Silmaril
1.0.0
{}
2026-11-02T23:48:51.768Z
codex-mcp-client
0.154.0,0.154.0-alpha.6.2,0.155.0,0.155.0-alpha.16.4,0.155.0-alpha.9.2,0.155.1,0.156.0,0.156.1,0.157.0,0.157.1,0.158.0,0.158.0-alpha.2.1,0.159.0,0.159.0-alpha.12.1,0.159.1,0.159.2,0.159.3,0.160.0,0.160.1,0.161.0,0.162.0,0.162.0-alpha.17.2,0.162.0-alpha.2,0.162.1,0.163.0,0.163.0-alpha.10.2,0.164.0,0.164.0-alpha.11.1,0.1...
{"elicitation": {"form": {}, "url": {}}, "experimental": {"codex/auth-change": {}}}
2026-11-02T23:48:51.561Z
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. Historical capability evidence is limited to elicitation, URL elicitation, and MCP Apps; Skills and Tasks are request-only. Historical “All other clients” traffic is a best-effort initialization-based aggregate of unclassified names with at least 1,000 legacy tool calls. Current “All other clients” traffic remains request-based and requires at least 1,000 valid-protocol tool calls in the report window.

Successful extension-method observations that were available only in cumulative transport metrics are published as a sanitized, restart-aware capability backfill. Evidence applies only while its observation date overlaps the rolling dashboard window and does not contribute to protocol traffic volume.

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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