Dataset Viewer
Auto-converted to Parquet Duplicate
name
stringlengths
1
290
versions
stringclasses
604 values
capabilities
stringclasses
293 values
last_seen
stringlengths
24
24
rush-probe
1.0
{}
2026-08-27T23:56:27.538Z
Cursor
1.0.0
{"elicitation": {"form": {}}}
2026-08-27T23:56:27.537Z
allan-mcp-hub
2025-06-18
{}
2026-08-27T23:56:27.030Z
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,2.1.203,2.1.204,2.1.205,2.1.206,2.1.207,2.1.208,2.1.209,2.1.210,2.1.211,2.1.212,2.1.213,2.1.214,2.1.215,2.1.216,2.1.217,2.1.218,2.1.219,2.1.220,2.1.221,2.1.222,2.1.223,2.1.224,2.1.225,2.1.226,2.1.227,2.1.228,2.1.229,2.1.231...
{"elicitation": {}, "roots": {"listChanged": true}}
2026-08-27T23:56:26.896Z
mcp
0.0.0,0.1.0,1.0
{}
2026-08-27T23:56:26.817Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "sampling": {"tools": {}}}
2026-08-27T23:56:26.608Z
cursor-vscode
1.0.0
{"elicitation": {"form": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": false}}
2026-08-27T23:56:26.376Z
docker-mcp-gateway
1.0.0
{"roots": {"listChanged": true}}
2026-08-27T23:56:26.101Z
mermaid-connect
v2026.08.25.1052.b002737b.dev,v2026.08.27.1226.d4547089
{}
2026-08-27T23:56:26.048Z
mcp-remote-fallback-test
0.0.0
{}
2026-08-27T23:56:25.272Z
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": {}}}
2026-08-27T23:56:25.127Z
hermes-probe
0,0.0.1,0.1,1,1.0
{}
2026-08-27T23:56:25.071Z
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": {}}
2026-08-27T23:56:23.922Z
openai-mcp
1.0.0
{"experimental": {"openai/visibility": {"enabled": true}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-27T23:56:23.557Z
toolport-gateway
1.11.0,1.12.0,1.14.0,1.15.0,1.16.0,1.17.0,1.9.0,1.9.4,1.9.6
{}
2026-08-27T23:56:22.481Z
llm-proxy-client
v1.0.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": true}}
2026-08-27T23:56:21.731Z
Java SDK MCP Client
0.15.0,1.0.0
{}
2026-08-27T23:56:20.823Z
Grafana Assistant
0.1.0
{}
2026-08-27T23:56:19.621Z
openai-mcp (Codex)
1.0.0
{"experimental": {"openai/visibility": {"enabled": true}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-27T23:56:19.404Z
gentkey-gateway
0.1.0
{}
2026-08-27T23:56:18.432Z
llama-ui-mcp
1.0.0
{"tools": {"listChanged": true}}
2026-08-27T23:56:17.247Z
roder-backend
0.1.0
{}
2026-08-27T23:56:15.937Z
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": {}}
2026-08-27T23:56:15.628Z
sheet-add-in
1.0.0
{}
2026-08-27T23:56:13.277Z
codex-mcp-client
0.147.0,0.148.0,0.148.0-alpha.15,0.148.0-alpha.21,0.148.0-alpha.9,0.149.0,0.149.0-alpha.4,0.149.0-alpha.4.1,0.149.0-alpha.4.3,0.149.1,0.150.0-alpha.8,0.150.1
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app", "text/html+skybridge"]}}}
2026-08-27T23:56:11.832Z
Cursor MCP Availability
1.0.0
{}
2026-08-27T23:56:10.986Z
lmstudio-mcp-server-session
1.0.0
{}
2026-08-27T23:56:08.399Z
illuminator-ai
1.0.0
{}
2026-08-27T23:56:07.152Z
mcp-gateway-monitor
1.0.0
{}
2026-08-27T23:56:05.208Z
fc-freepik-agent
1.0.0
{}
2026-08-27T23:55:55.034Z
openclaw-bundle-mcp
0.0.0
{}
2026-08-27T23:55:54.365Z
Anthropic/ClaudeAI
1.0.0
{}
2026-08-27T23:55:53.750Z
claude-code
0.0.33,1.0.102,1.0.103,1.0.107,1.0.108,1.0.109,1.0.110,1.0.111,1.0.112,1.0.113,1.0.115,1.0.117,1.0.119,1.0.120,1.0.123,1.0.124,1.0.126,1.0.127,1.0.128,1.0.44,1.0.48,1.0.51,1.0.52,1.0.53,1.0.55,1.0.56,1.0.57,1.0.58,1.0.60,1.0.62,1.0.67,1.0.69,1.0.73,1.0.77,1.0.80,1.0.81,1.0.83,1.0.85,1.0.86,1.0.88,1.0.89,1.0.90,1.0.92,1...
{"roots": {}}
2026-08-27T23:55:51.996Z
kagent-controller
0.9.12,0.9.6
{"roots": {"listChanged": true}}
2026-08-27T23:55:50.983Z
MCPWatch
0.1.0
{}
2026-08-27T23:55:45.615Z
Amazon Quick Suite MCP Client
1.0
{}
2026-08-27T23:55:44.726Z
claude-code
2.1.203,2.1.204,2.1.205,2.1.206,2.1.207,2.1.209,2.1.210,2.1.211,2.1.220,2.1.221,2.1.222,2.1.223,2.1.224,2.1.226,2.1.227,2.1.228,2.1.233,2.1.234,2.1.235,2.1.237,2.1.238,2.1.239,2.1.240,2.1.241,2.1.246
{"elicitation": {}, "experimental": {"auth": {}}, "roots": {"listChanged": true}}
2026-08-27T23:55:42.867Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}}
2026-08-27T23:55:41.713Z
shelby-mcp-probe
1.0
{}
2026-08-27T23:55:34.345Z
mcp-health-checker
1.0.0
{}
2026-08-27T23:55:33.089Z
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...
{}
2026-08-27T23:55:25.196Z
rvis-agent
0.1.0
{"roots": {"listChanged": false}}
2026-08-27T23:55:20.944Z
workglow-mcp-client
1.0.0
{}
2026-08-27T23:55:07.014Z
mcp-pulse
0.1.0
{}
2026-08-27T23:55:02.563Z
client
0
{}
2026-08-27T23:55:01.539Z
mcp
0.1.0
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-27T23:55:01.036Z
ms-mcp-catalog-client
1.0.0
{"roots": {"listChanged": false}, "sampling": {}}
2026-08-27T23:54:38.886Z
mcp
0.1.0
{"elicitation": {"form": {}, "url": {}}, "roots": {"listChanged": true}, "sampling": {"tools": {}}}
2026-08-27T23:54:29.684Z
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....
{}
2026-08-27T23:54:22.095Z
mcpuptime
1
{}
2026-08-27T23:54:09.816Z
Silmaril
1.0.0
{}
2026-08-27T23:54:05.748Z
mcp-test-client
0.0.1,1.0,1.0.0,1.0.0-dev,1.1.18,1.1.20,1.2.0,1.2.3,1.2.4,1.3.3
{}
2026-08-27T23:53:55.221Z
mcproxy-remote
1.0.0
{}
2026-08-27T23:53:46.138Z
Zed
0.1.0
{}
2026-08-27T23:53:36.247Z
lke-mcp-client
1.0.0
{}
2026-08-27T23:53:33.288Z
conduit-gateway
0.3.18,0.4.1
{}
2026-08-27T23:53:29.556Z
grok-shell-huggingface-skills
0.1.210,0.2.101,0.2.102,0.2.103,0.2.106,0.2.111,0.2.112,0.2.114,0.2.117,0.2.118,0.2.93,0.2.99,1.0.0,1.0.10-ocean.columbina7.4,1.0.11,1.0.3,1.0.4,1.0.5,1.0.6,1.0.6-ocean.columbina5.9,1.0.7
{"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}}
2026-08-27T23:53:19.272Z
watchpup-monitor
1.0
{}
2026-08-27T23:53:02.067Z
Q DEV CLI
1.0.0
{}
2026-08-27T23:53:01.020Z
gemini-cli-mcp-client
0.0.1,0.26.0,0.26.0-nightly.20260121.211d2c5fd,0.26.0-preview.0,0.26.0-preview.1,0.26.0-preview.3,0.26.0-preview.4,0.27.0,0.27.0-nightly.20260121.97aac696f,0.27.0-nightly.20260122.61040d0eb,0.27.0-nightly.20260127.00f60ef53,0.27.0-preview.3,0.27.0-preview.4,0.27.1,0.27.2,0.27.3,0.27.4,0.28.0,0.28.0-nightly.20260128.adc...
{"roots": {"listChanged": true}}
2026-08-27T23:52:58.829Z
mcp-gateway-registry
1.0.0
{}
2026-08-27T23:52:42.590Z
mcp
0.1.0
{"roots": {"listChanged": true}, "sampling": {}}
2026-08-27T23:52:29.654Z
@n8n/n8n-nodes-langchain.mcpClientTool
1.1,1.2,1.3,1.4
{}
2026-08-27T23:52:25.641Z
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": {}}
2026-08-27T23:52:20.199Z
codex-mcp-client
0.148.0-alpha.15,0.148.0-alpha.21,0.148.0-alpha.9,0.149.0-alpha.4,0.149.0-alpha.4.1,0.149.0-alpha.4.3,0.150.0-alpha.8
{"elicitation": {}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app", "text/html+skybridge"]}}}
2026-08-27T23:52:16.163Z
gateway
1.0.0
{}
2026-08-27T23:51:59.483Z
mcpdd
0.1.0
{}
2026-08-27T23:51:57.383Z
@n8n/mcp-registry.huggingFace
1,1.1
{}
2026-08-27T23:51:35.639Z
hugging-face-remote-doppler-proxy-client
0.1.0
{}
2026-08-27T23:51:22.236Z
Windsurf
1.0.0
{"roots": {"listChanged": true}}
2026-08-27T23:50:55.676Z
starnet-harness
0
{}
2026-08-27T23:50:45.395Z
github-copilot-developer
1.0.71,1.0.72,1.0.73,1.0.76,1.0.77,1.0.78,1.0.78-2,1.0.79,1.0.79-2,1.0.79-5,1.0.79-6,1.0.79-9,1.0.80,1.0.81-0
{"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "sampling": {}}
2026-08-27T23:50:31.536Z
codex-mcp-client
0.142.2,0.142.3,0.142.4,0.142.5,0.144.0-alpha.4,0.144.2,0.144.5,0.145.0-alpha.18,0.145.0-alpha.27,0.145.0-alpha.30,0.146.0-alpha.3,0.146.0-alpha.3.1,0.146.0-alpha.9.2,0.147.0-alpha.1.2,0.147.0-alpha.6.5,0.147.0-alpha.6.6,0.148.0-alpha.15,0.148.0-alpha.21,0.148.0-alpha.9,0.149.0-alpha.4,0.149.0-alpha.4.1,0.149.0-alpha.4...
{"elicitation": {}, "extensions": {"openai/form": {}}}
2026-08-27T23:50:30.521Z
hermes-health
1.0
{}
2026-08-27T23:50:29.287Z
omp-coding-agent
1.0.0
{"roots": {"listChanged": false}}
2026-08-27T23:50:02.399Z
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": {}}}
2026-08-27T23:50:02.225Z
Huggingface
1.0,1.0.0
{}
2026-08-27T23:49:42.587Z
picoclaw
1.0.0
{"roots": {"listChanged": true}}
2026-08-27T23:49:20.716Z
OpenAI Universal Computer Tool
1.6.0
{}
2026-08-27T23:49:14.541Z
nexus-worker
1.0.0
{}
2026-08-27T23:49:02.159Z
Glyph
1.0
{}
2026-08-27T23:48:48.308Z
healthcheck
0.1,1
{}
2026-08-27T23:48:28.089Z
Hermes-Diagnostic
0.0
{}
2026-08-27T23:47:57.332Z
rmcp
0.1.5,0.12.0,0.15.0,0.16.0,0.3.2,0.6.0,0.7.0,0.8.5,0.9.1,1.2.0,1.3.0,1.5.0,1.7.0,1.8.0,2.0.0,2.1.0,2.2.0,3.0.0,3.1.0,3.1.2,3.1.4
{}
2026-08-27T23:47:36.058Z
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"]}}}
2026-08-27T23:47:05.804Z
at-health
0.2.0
{"sampling": {}}
2026-08-27T23:46:52.647Z
StrongDM
1.0.0
{}
2026-08-27T23:46:17.583Z
Guardian
1.0
{}
2026-08-27T23:46:12.352Z
rokmcp-probe
0.1.0,0.2.0
{}
2026-08-27T23:46:12.082Z
p
0,0.0.0,0.1,1,1.0
{}
2026-08-27T23:46:01.029Z
Workato MCP Connector
1.0.0
{"roots": {"listChanged": false}, "sampling": {}}
2026-08-27T23:45:59.430Z
opencode
0.0.0--202607291018,0.0.0--202608040303,0.0.0--202608100457,0.0.0--202608120329,0.0.0--202608120330,0.0.0-beta-202608081103,0.0.0-beta-202608081634,0.0.0-beta-202608110357,0.0.0-dev-202608021413,0.0.0-dev-202608031336,0.0.0-dev-202608032306,0.0.0-dev-202608032336,0.0.0-dev-202608080019,0.0.0-dev-202608131303,0.0.0-dev-...
{"roots": {}}
2026-08-27T23:45:50.649Z
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...
{}
2026-08-27T23:45:17.417Z
Bifrost-Hugging_Face
1.0.0
{}
2026-08-27T23:45:14.057Z
mcp-status
0.1
{}
2026-08-27T23:44:59.774Z
cli
0.0.0-beta-17498,0.0.0-beta-17519,0.0.0-beta-17577,0.0.0-beta-17595,0.0.0-beta-17639,0.0.0-beta-17728,0.0.0-beta-17793,0.0.0-beta-17823,0.0.0-beta-17887,0.0.0-beta-17898,0.0.0-beta-17927,0.0.0-beta-17963,0.0.0-beta-18050,0.0.0-beta-18155,0.0.0-beta-18219,0.0.0-beta-18230,0.0.0-beta-18269,0.0.0-beta-18286,0.0.0-beta-183...
{"elicitation": {"form": {"applyDefaults": true}, "url": {}}, "roots": {}}
2026-08-27T23:44:44.141Z
wandcase
0.1.0
{}
2026-08-27T23:44:20.418Z
meshclaw-probe
1.0.0
{}
2026-08-27T23:44:18.540Z
mcp-vitals
0.1
{}
2026-08-27T23:43:04.978Z
dev.warp.Warp
v0.2025.11.05.08.12.stable_00,v0.2025.11.12.08.12.stable_02,v0.2025.11.19.08.12.stable_03,v0.2025.11.19.08.12.stable_06,v0.2025.12.03.08.12.stable_03,v0.2025.12.03.08.12.stable_05,v0.2025.12.10.08.12.stable_03,v0.2025.12.17.17.17.stable_02,v0.2026.01.07.08.13.stable_01,v0.2026.01.14.08.15.stable_04,v0.2026.01.21.08.14....
{}
2026-08-27T23:42:48.287Z
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
613

Space using evalstate/mcp-clients 1