Datasets:
name stringlengths 1 290 | versions stringclasses 554
values | capabilities stringclasses 277
values | last_seen stringlengths 24 24 |
|---|---|---|---|
Anthropic/ClaudeAI | 1.0.0 | {"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}} | 2026-08-15T23:53:37.928Z |
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": {}} | 2026-08-15T23:53:37.590Z |
fc-freepik-agent | 1.0.0 | {} | 2026-08-15T23:53:37.441Z |
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}} | 2026-08-15T23:53:37.218Z |
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": {}}} | 2026-08-15T23:53:36.879Z |
Cursor | 1.0.0 | {"elicitation": {"form": {}}} | 2026-08-15T23:53:36.547Z |
mcp-gateway-monitor | 1.0.0 | {} | 2026-08-15T23:53:36.493Z |
cc-os | 0.1 | {} | 2026-08-15T23:53:35.932Z |
codex-mcp-client | 0.147.0,0.148.0-alpha.9 | {"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app", "text/html+skybridge"]}}} | 2026-08-15T23:53:35.246Z |
allan-mcp-hub | 2025-06-18 | {} | 2026-08-15T23:53:34.872Z |
mcp-remote-fallback-test | 0.0.0 | {} | 2026-08-15T23:53:34.842Z |
mcp | 0.1.0 | {"elicitation": {"form": {}, "url": {}}, "sampling": {"tools": {}}} | 2026-08-15T23:53:34.622Z |
hermes-probe | 0,0.1,1,1.0 | {} | 2026-08-15T23:53:34.131Z |
docker-mcp-gateway | 1.0.0 | {"roots": {"listChanged": true}} | 2026-08-15T23:53:33.676Z |
openai-mcp | 1.0.0 | {"experimental": {"openai/visibility": {"enabled": true}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}} | 2026-08-15T23:53:32.649Z |
llama-ui-mcp | 1.0.0 | {"tools": {"listChanged": true}} | 2026-08-15T23:53:32.313Z |
mcp | 0.0.0,0.1.0,1.0 | {} | 2026-08-15T23:53:31.478Z |
rush-probe | 1.0 | {} | 2026-08-15T23:53:28.909Z |
llm-proxy-client | v1.0.0 | {"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": true}} | 2026-08-15T23:53:25.520Z |
openclaw-bundle-mcp | 0.0.0 | {} | 2026-08-15T23:53:17.297Z |
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": {}} | 2026-08-15T23:53:16.738Z |
ms-mcp-catalog-client | 1.0.0 | {"roots": {"listChanged": false}, "sampling": {}} | 2026-08-15T23:53:15.924Z |
chat-ui-mcp | 0.1.0 | {} | 2026-08-15T23:53:12.283Z |
Jan Streamable Client | 0.0.1 | {} | 2026-08-15T23:53:11.075Z |
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... | {} | 2026-08-15T23:53:04.756Z |
MCPWatch | 0.1.0 | {} | 2026-08-15T23:53:04.066Z |
openai-mcp (Agent Builder) | 1.0.0 | {"experimental": {"openai/visibility": {"enabled": true}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}} | 2026-08-15T23:53:03.036Z |
gateway | 1.0.0 | {} | 2026-08-15T23:53:01.331Z |
kagent-controller | 0.9.12,0.9.6 | {"roots": {"listChanged": true}} | 2026-08-15T23:52:51.971Z |
grok-shell-hf-mcp-server | 0.1.0,0.1.210,0.1.220,0.2.0-dev,0.2.101,0.2.102,0.2.103,0.2.106,0.2.11,0.2.111,0.2.112,0.2.114,0.2.116,0.2.117,0.2.118,0.2.13,0.2.14,0.2.16,0.2.20,0.2.22,0.2.3,0.2.32,0.2.33,0.2.38,0.2.39,0.2.45,0.2.50,0.2.51,0.2.54,0.2.56,0.2.59,0.2.60,0.2.63,0.2.64,0.2.67,0.2.72,0.2.73,0.2.77,0.2.8,0.2.81,0.2.82,0.2.87,0.2.91,0.2.93,... | {"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}} | 2026-08-15T23:52:47.084Z |
lmstudio-mcp-server-session | 1.0.0 | {} | 2026-08-15T23:52:37.723Z |
Anthropic/Toolbox | 1.0.0 | {} | 2026-08-15T23:52:37.595Z |
better-deepseek | 0.1.12 | {} | 2026-08-15T23:52:31.879Z |
openai-mcp (Codex) | 1.0.0 | {"experimental": {"openai/visibility": {"enabled": true}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}} | 2026-08-15T23:52:29.451Z |
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"]}}} | 2026-08-15T23:52:29.398Z |
lke-mcp-client | 1.0.0 | {} | 2026-08-15T23:52:15.711Z |
mcpdd | 0.1.0 | {} | 2026-08-15T23:51:56.509Z |
Cursor MCP Availability | 1.0.0 | {} | 2026-08-15T23:51:47.540Z |
mcp-gateway-registry | 1.0.0 | {} | 2026-08-15T23:51:45.797Z |
Anthropic/ClaudeAI | 1.0.0 | {} | 2026-08-15T23:51:41.061Z |
at-health | 0.2.0 | {"sampling": {}} | 2026-08-15T23:51:32.359Z |
Guardian | 1.0 | {} | 2026-08-15T23:51:30.149Z |
Anthropic/Toolbox | 1.0.0 | {"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}} | 2026-08-15T23:51:23.030Z |
shelby-mcp-probe | 1.0 | {} | 2026-08-15T23:51:10.889Z |
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.... | {} | 2026-08-15T23:51:10.207Z |
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}} | 2026-08-15T23:51:07.266Z |
mcp-health-checker | 1.0.0 | {} | 2026-08-15T23:51:01.561Z |
mcpproxy-go | 1.0.0 | {} | 2026-08-15T23:50:43.641Z |
mcp | 0.1.0 | {"roots": {"listChanged": true}, "sampling": {}} | 2026-08-15T23:50:39.664Z |
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-alpha.9 | {"elicitation": {"form": {}, "url": {}}, "extensions": {"openai/form": {}}} | 2026-08-15T23:50:33.268Z |
opencode | 0.0.0--202607291018,0.0.0--202608040303,0.0.0--202608100457,0.0.0--202608120330,0.0.0-beta-202608081103,0.0.0-beta-202608081634,0.0.0-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-202608150820,0.0.0-powerformer-v1.18.1-20260... | {"roots": {}} | 2026-08-15T23:50:14.792Z |
mcp-pulse | 0.1.0 | {} | 2026-08-15T23:50:03.691Z |
mcp | 0.1.0 | {"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}} | 2026-08-15T23:50:00.531Z |
augment-mcp-client | 1.0.0 | {} | 2026-08-15T23:49:57.707Z |
pi-mcp-huggingface | 1.0.0 | {"sampling": {}} | 2026-08-15T23:49:31.802Z |
pi-mcp-probe | 2.1.2 | {} | 2026-08-15T23:49:30.692Z |
github-copilot-developer | 1.0.76,1.0.76-0,1.0.76-1,1.0.76-2,1.0.76-3,1.0.76-4,1.0.76-5,1.0.77,1.0.77-0,1.0.78,1.0.78-0,1.0.78-2,1.0.78-3,1.0.79,1.0.79-2,1.0.79-3,1.0.79-4,1.0.79-5,1.0.79-6,1.0.79-7,1.0.79-8,1.0.79-9,1.0.80 | {"elicitation": {"form": {}, "url": {}}, "extensions": {"io.modelcontextprotocol/tasks": {}, "io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "sampling": {}} | 2026-08-15T23:48:41.736Z |
Smithery Connect | 1.0.0 | {} | 2026-08-15T23:48:41.410Z |
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.9 | {"elicitation": {}, "extensions": {"openai/form": {}}} | 2026-08-15T23:48:28.794Z |
Bifrost-Hugging_Face | 1.0.0 | {} | 2026-08-15T23:48:13.015Z |
mcp | 0.1.0 | {"elicitation": {"form": {}, "url": {}}, "roots": {"listChanged": true}, "sampling": {}} | 2026-08-15T23:47:56.125Z |
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... | {} | 2026-08-15T23:47:50.151Z |
cursor-vscode | 1.0.0 | {"elicitation": {"form": {}}, "extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}, "roots": {"listChanged": false}} | 2026-08-15T23:46:44.413Z |
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": {}} | 2026-08-15T23:46:43.824Z |
starnet-harness | 0 | {} | 2026-08-15T23:46:40.237Z |
sheet-add-in | 1.0.0 | {} | 2026-08-15T23:46:37.139Z |
grok-shell-huggingface-skills | 0.1.210,0.2.101,0.2.102,0.2.103,0.2.106,0.2.111,0.2.112,0.2.114,0.2.117,0.2.118,0.2.93,0.2.99,1.0.0,1.0.3,1.0.4 | {"extensions": {"io.modelcontextprotocol/ui": {"mimeTypes": ["text/html;profile=mcp-app"]}}} | 2026-08-15T23:45:58.162Z |
chat-ui-health-check | 1.0.0 | {} | 2026-08-15T23:45:21.318Z |
tencent/client/llmsgw | v1.0.3.7.0 | {} | 2026-08-15T23:44:56.164Z |
actionist | 1.0.0 | {} | 2026-08-15T23:44:27.150Z |
omp-coding-agent | 1.0.0 | {"roots": {"listChanged": false}} | 2026-08-15T23:44:27.107Z |
meshclaw-probe | 1.0.0 | {} | 2026-08-15T23:44:15.330Z |
mcp-vitals | 0.1 | {} | 2026-08-15T23:43:05.298Z |
lor | 1.0.0 | {} | 2026-08-15T23:42:36.263Z |
hf-mcp | 1.0 | {"experimental": {"auth": {}}} | 2026-08-15T23:41:45.651Z |
kimi-code | 0.0.0,0.15.3,0.31.1,0.6.3,0.6.4,0.6.6,0.6.7 | {} | 2026-08-15T23:41:25.063Z |
mcproxy-remote | 1.0.0 | {} | 2026-08-15T23:41:24.685Z |
mcpbeat | 0.1 | {} | 2026-08-15T23:40:39.770Z |
mcpindex | 0.1 | {} | 2026-08-15T23:40:21.497Z |
mcp | 0.1.0 | {"elicitation": {"form": {}, "url": {}}, "roots": {"listChanged": true}, "sampling": {"tools": {}}} | 2026-08-15T23:39:14.505Z |
OUPI MCP Sync | 1.0.0 | {"roots": {"listChanged": true}} | 2026-08-15T23:38:54.812Z |
executor-mcp | 0.1.0 | {"elicitation": {"form": {}, "url": {}}} | 2026-08-15T23:38:39.762Z |
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": {}} | 2026-08-15T23:37:54.681Z |
convo-robotoil | 1.0.0 | {} | 2026-08-15T23:37:42.879Z |
Java SDK MCP Client | 0.15.0,1.0.0 | {} | 2026-08-15T23:37:07.841Z |
antigravity-client | v1.0.0 | {"elicitation": {"form": {}, "url": {}}, "roots": {"listChanged": true}} | 2026-08-15T23:36:49.451Z |
mcp-client-hf-mcp | 1.0.0 | {"experimental": {"auth": {}}} | 2026-08-15T23:36:28.504Z |
mcp-remote-fallback-test | 0.0.0 | {"experimental": {"auth": {}}} | 2026-08-15T23:36:27.534Z |
point | 0.1.0 | {} | 2026-08-15T23:36:03.448Z |
xaa-script | 1.0.0 | {} | 2026-08-15T23:35:24.951Z |
ibf-mcp-inspector | 1.1.0 | {} | 2026-08-15T23:34:06.152Z |
desktop-client | 1.0 | {} | 2026-08-15T23:33:10.722Z |
agent-tools.cloud | 0.1 | {} | 2026-08-15T23:30:29.503Z |
conduit-gateway | 0.3.18,0.4.1 | {} | 2026-08-15T23:30:21.264Z |
mitzibot | 1.0 | {} | 2026-08-15T23:30:11.838Z |
rhumb-live-session | 0.1.0 | {} | 2026-08-15T23:27:42.655Z |
amp-mcp-client | 0.0.0-dev | {} | 2026-08-15T23:27:28.982Z |
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... | {} | 2026-08-15T23:27:22.071Z |
tafakuri | 1.0.0 | {} | 2026-08-15T23:25:01.888Z |
mcphub | 1.0.0 | {} | 2026-08-15T23:24:16.627Z |
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.
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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