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mcp-clients

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llm-proxy-client
v1.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": true}}
2026-11-12T23:57:33.265Z
mcp
0.0.0,0.1.0,1.0,1.0.0
{}
2026-11-12T23:57:33.044Z
codex-mcp-client
0.0.0,0.0.59,0.155.0,0.155.0-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-...
{"elicitation": {"form": {}, "url": {}}, "extensions": {"openai/elicitation": {}}}
2026-11-12T23:57:32.697Z
codex-mcp-client
0.0.0,0.0.0-dev+57f42a8,0.0.0-dev+7579a2b,0.0.0-dev+da2c7ca,0.0.34,0.0.55,0.0.56,0.0.59,0.131.0-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...
{"elicitation": {"form": {}, "url": {}}}
2026-11-12T23:57:32.106Z
mcp-gateway-monitor
1.0.0
{}
2026-11-12T23:57:31.813Z
Cursor
1.0.0
{"elicitation": {"form": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-12T23:57:31.694Z
agentgateway
0.11.3,1.0,1.3.1,1.4.1,1.5.0,1.6.0,1.7.0,True
{}
2026-11-12T23:57:31.658Z
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-21614,0.0.0-dev-21670,0.0.0-dev-21709,0.0.0-dev-21717,0.0.0-dev-21922,0.0.0-egress-rotation-202611091538,0.0.0-egress-rotation-202611091540,0.0.0-egress-rotation-202611091548,0.0.0-egress-rotation-202611091552,0.0.0-egress...
{"elicitation": {"form": {}, "url": {}}, "roots": {}}
2026-11-12T23:57:31.323Z
dsh-mcp-client
0.0.1
{}
2026-11-12T23:57:31.160Z
paperclip
1
{}
2026-11-12T23:57:31.118Z
omp-coding-agent
1.0.0
{"roots": {"listChanged": false}}
2026-11-12T23:57:30.022Z
Anthropic/ClaudeAI
1.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-12T23:57:29.974Z
openclaw-bundle-mcp
0.0.0
{}
2026-11-12T23:57:29.824Z
llama-ui-mcp
1.0.0
{"tools": {"listChanged": true}}
2026-11-12T23:57:29.564Z
cequence-aigateway
1.0.0
{}
2026-11-12T23:57:29.453Z
hermes-agent
0.0.0,0.16.0,0.17.0,0.19.0,0.20.4,0.21.1,0.21.5,0.21.6,0.21.7,0.22.0,0.22.1,0.22.2,0.22.3,0.22.4,0.22.5,0.22.6,0.22.7,0.23.0,0.23.0+canary.20261106T064428Z,0.23.1,unknown
{"elicitation": {"form": {}, "url": {}}, "sampling": {}}
2026-11-12T23:57:28.730Z
fg-bench-manual
1
{}
2026-11-12T23:57:28.533Z
copilot-cowork
0.1.0,1.0.0
{"elicitation": {"form": {}}, "roots": {}}
2026-11-12T23:57:27.566Z
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...
{}
2026-11-12T23:57:26.614Z
fc-freepik-agent
1.0.0
{}
2026-11-12T23:57:25.842Z
magpie
0.1.0,0.1.1001,0.1.1005,0.1.1011,0.1.1012,0.1.1018,0.1.1019,0.1.1024,0.1.1026,0.1.1031,0.1.1033,0.1.1037,0.1.1038,0.1.1040,0.1.1047,0.1.1049,0.1.1050,0.1.1052,0.1.1057,0.1.1067,0.1.1069,0.1.1070,0.1.1072,0.1.1073,0.1.1074,0.1.1075,0.1.1076,0.1.1077,0.1.1078,0.1.1079,0.1.1080,0.1.1081,0.1.1082,0.1.1083,0.1.1084,0.1.1086...
{}
2026-11-12T23:57:25.419Z
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": {}}
2026-11-12T23:57:25.348Z
docker-mcp-gateway
1.0.0
{"roots": {"listChanged": true}}
2026-11-12T23:57:19.820Z
claude-code
2.1.294,2.1.300,2.1.302,2.1.304,2.1.305,2.1.306,2.1.307,2.1.308,2.1.309,2.1.310,2.1.311,2.1.312,2.1.314,2.1.316,2.1.316-ccs.shaecac0230c8ee,2.1.317,2.1.318,2.1.319,2.1.321,2.1.322,2.1.323
{"elicitation": {}, "extensions": {"io.modelcontextprotocol/tasks": {}}, "roots": {"listChanged": true}}
2026-11-12T23:57:19.379Z
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": {}}}
2026-11-12T23:57:16.497Z
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....
{}
2026-11-12T23:57:12.829Z
cursor-vscode
1.0.0
{"elicitation": {"form": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": false}}
2026-11-12T23:57:12.629Z
kagent-controller
0.9.12,0.9.6
{"roots": {"listChanged": true}}
2026-11-12T23:57:12.329Z
MCPWorks-Gateway
1.0.0
{}
2026-11-12T23:57:11.041Z
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}}
2026-11-12T23:57:10.849Z
pi
0.0.0,0.87.1,0.99.0,0.99.1,0.99.2,1.0.0,1.0.1,1.0.2,1.0.3,1.0.4,1.1.0,1.2.0,1.3.0,1.4.0,1.5.0,1.5.1,1.5.2
{"roots": {}}
2026-11-12T23:57:09.129Z
Verdroid
0.9.18
{}
2026-11-12T23:57:08.433Z
stargate-mcp-proxy
0.0.1
{"roots": {"listChanged": true}}
2026-11-12T23:57:07.249Z
anthemium-agents-sync
1
{}
2026-11-12T23:57:06.385Z
claude-code
2.1.281,2.1.282,2.1.283,2.1.284,2.1.285,2.1.286,2.1.287,2.1.288,2.1.289,2.1.290,2.1.291,2.1.292,2.1.293,2.1.294,2.1.295,2.1.296,2.1.299,2.1.300,2.1.301,2.1.302,2.1.303,2.1.304,2.1.305,2.1.306,2.1.307,2.1.308,2.1.309,2.1.310,2.1.311,2.1.312,2.1.314,2.1.316,2.1.317,2.1.318,2.1.319,2.1.321,2.1.322,2.1.323
{"elicitation": {"form": {}, "url": {}}, "roots": {"listChanged": true}}
2026-11-12T23:57:05.653Z
nova-huggingface
1.0.0
{}
2026-11-12T23:57:03.753Z
Cursor MCP Availability
1.0.0
{}
2026-11-12T23:57:03.408Z
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.11.1,0.165.0,0.167.0,0.167.0-alpha.4.1
{"elicitation": {"form": {}, "url": {}}, "extensions": {"openai/elicitation": {"form": {}}, "openai/form": {}}}
2026-11-12T23:57:02.621Z
mcp-remote-fallback-test
0.0.0
{}
2026-11-12T23:57:02.368Z
flight-control-mcp-proxy
1
{}
2026-11-12T23:57:01.905Z
convai-playground-catalog-check
1
{}
2026-11-12T23:57:01.581Z
hermes-probe
0,0.0.1,0.1,0.22.5,1,1.0
{}
2026-11-12T23:56:57.729Z
openai-mcp
1.0.0
{"experimental": {"openai/visibility": {"enabled": true}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-12T23:56:57.712Z
sheet-add-in
1.0.0
{}
2026-11-12T23:56:56.402Z
codex-mcp-client
0.156.1,0.157.1,0.159.2,0.160.0,0.161.0,0.162.0,0.162.1,0.163.0,0.163.0-alpha.11.1,0.164.0,0.165.0,0.165.0-alpha.1.2,0.166.0,0.167.0,0.167.0-alpha.3.2,0.167.1,0.167.2
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-12T23:56:53.470Z
roder-backend
0.1.0
{}
2026-11-12T23:56:49.489Z
kagent-controller
0.10.4
{}
2026-11-12T23:56:49.271Z
reveille-monitor
1.0.0
{}
2026-11-12T23:56:48.646Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "sampling": {"tools": {}}}
2026-11-12T23:56:47.959Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}}
2026-11-12T23:56:47.767Z
mcp
0.1.0
{"roots": {"listChanged": true}, "sampling": {}}
2026-11-12T23:56:46.358Z
illuminator-ai
1.0.0
{"elicitation": {"form": {}}}
2026-11-12T23:56:45.914Z
vibeops-agents
0.1.0
{}
2026-11-12T23:56:45.577Z
mcp-gateway-registry
1.0.0
{}
2026-11-12T23:56:45.016Z
toolport-gateway
1.11.0,1.12.0,1.14.0,1.15.0,1.16.0,1.17.0,1.18.0,1.19.0,1.20.0,1.21.2,1.23.0,1.23.2,1.23.3,1.23.4,1.23.5,1.24.0,1.24.1,1.9.0,1.9.4,1.9.6,2.1.0,2.2.0,2.3.0,2.3.1,2.3.3,2.3.4
{}
2026-11-12T23:56:42.649Z
awx-external-service-health
0.4.31,0.4.33,1.0
{}
2026-11-12T23:56:42.348Z
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--202610290531,0.0.0--202610290532,0.0.0--202611060534,0.0.0-beta-202608081103,0.0.0-beta-202608081634,0.0.0-beta-202608110357,0.0.0-beta-202609020037,0.0....
{"roots": {}}
2026-11-12T23:56:39.216Z
@librechat/api-client
1.2.3
{}
2026-11-12T23:56:37.118Z
Bifrost-Hugging_Face-verify
1.0.0
{}
2026-11-12T23:56:35.872Z
isitstillup-probe
1.0
{}
2026-11-12T23:56:35.252Z
LEO
1
{}
2026-11-12T23:56:33.887Z
codex-mcp-client
0.154.0,0.154.0-alpha.6.2,0.155.0-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.9.2,0.156.1,0.158.0-alpha.2,0.158.0-alpha.2.1,0.159.0,0.159.0-alpha.12.1,0.159.2,0.160.0,0.160.1,0.161.0,0.162.0-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...
{"elicitation": {"form": {}, "url": {}}, "experimental": {"codex/auth-change": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app", "text/html+skybridge"]}, "openai/elicitation": {"form": {}}, "openai/form": {}}}
2026-11-12T23:56:31.650Z
starnet-harness
0
{}
2026-11-12T23:56:31.445Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "sampling": {}}
2026-11-12T23:56:29.592Z
ai-sdk-mcp-client
1.0.0
{}
2026-11-12T23:56:27.811Z
mcpbeat
0.1
{}
2026-11-12T23:56:27.329Z
reason-mcp-executor
1
{}
2026-11-12T23:56:26.489Z
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": {}}}
2026-11-12T23:56:24.227Z
rmcp
3.2.0
{"elicitation": {"form": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-12T23:56:23.518Z
pi-mcp-openbot_9f7a2980
1.0.0
{"elicitation": {"form": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {}, "sampling": {}}
2026-11-12T23:56:23.458Z
gbrain
1
{}
2026-11-12T23:56:20.902Z
gsa-demo
1.0
{}
2026-11-12T23:56:19.112Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "roots": {"listChanged": true}, "sampling": {}}
2026-11-12T23:56:18.113Z
platform-mcp-gateway
0.1.0
{}
2026-11-12T23:56:14.364Z
connectors-manager
0.1.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-12T23:56:08.848Z
chengxiaobang
0.1.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-12T23:56:03.285Z
openclaw-bundle-mcp
0.0.0
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}, "openai/elicitation": {"form": {}}}}
2026-11-12T23:55:59.171Z
codex-mcp-client
0.153.4,0.160.0,0.160.1,0.161.0,0.162.0,0.162.0-alpha.17.2,0.162.1,0.163.0-alpha.10.2,0.163.0-alpha.11.1,0.163.0-alpha.11.2,0.164.0,0.165.0,0.166.0,0.166.0-alpha.5.1,0.167.0,0.167.0-alpha.3.2,0.167.1,0.167.2
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}, "openai/elicitation": {"form": {}}, "openai/form": {}}}
2026-11-12T23:55:56.680Z
qoder-desktop-mcp-host
1.0.0
{"extensions": {"com.qoder/auth-state-v1": {}, "com.qoder/knowledge-telemetry-v1": {"version": 1}, "com.qoder/request-context-v1": {}, "com.qoder/search-telemetry-v1": {"version": 1}, "io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-12T23:55:53.318Z
kimi-code
0.0.0,0.15.3,0.15.7,0.28.1,0.31.1,0.6.3,0.6.4,0.6.6,0.6.7
{}
2026-11-12T23:55:52.773Z
probecast-status-check
1.0
{}
2026-11-12T23:55:51.502Z
mixdog-agent/hugging-face
1.0.0
{}
2026-11-12T23:55:50.852Z
qoderclicn
1.1.77,1.1.79-hotfix.11,1.1.79-hotfix.17,1.1.79-hotfix.18,1.1.79-hotfix.19,1.1.79-hotfix.7,1.1.79-hotfix.9
{"roots": {"listChanged": true}}
2026-11-12T23:55:48.790Z
mcpindex
0.1
{}
2026-11-12T23:55:43.485Z
Amazon Quick Suite MCP Client
1.0
{}
2026-11-12T23:55:42.181Z
Cursor
1.0.0
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-12T23:55:40.337Z
mcp-health-checker
0.1.0,1.0.0
{}
2026-11-12T23:55:32.293Z
indent
0.0.0
{}
2026-11-12T23:55:31.992Z
convo-robotoil
1.0.0
{"roots": {"listChanged": false}, "sampling": {}}
2026-11-12T23:55:27.913Z
mcp-verifier
1.0,1.0.0
{}
2026-11-12T23:55:26.386Z
cloud-playground-projects
0.1.0
{}
2026-11-12T23:55:16.016Z
codex-mcp-client
0.0.0
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}, "openai/elicitation": {}}}
2026-11-12T23:55:14.797Z
agent-web-audit
1.0
{}
2026-11-12T23:55:14.159Z
mcp-pulse
0.1.0
{}
2026-11-12T23:55:03.424Z
mcs
1.0.0
{}
2026-11-12T23:55:03.404Z
Silmaril
1.0.0
{}
2026-11-12T23:55:02.464Z
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....
{}
2026-11-12T23:54:47.920Z
Workato MCP Connector
1.0.0
{"roots": {"listChanged": false}, "sampling": {}}
2026-11-12T23:54:42.254Z
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
{}
2026-11-12T23:54:37.037Z
openclaw-bundle-mcp
0.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-11-12T23:54:34.560Z
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.
Downloads last month
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Total file size:
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