You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Copy file name to clipboardExpand all lines: apps/radar/README.md
+41-26Lines changed: 41 additions & 26 deletions
Display the source diff
Display the rich diff
Original file line number
Diff line number
Diff line change
@@ -15,7 +15,9 @@ Currently available tools:
15
15
|**AI**|`get_ai_data`| Retrieves AI-related data, including traffic from AI user agents, as well as popular models and model tasks |
16
16
|**Events, Outages & Traffic Anomalies**|`get_annotations`| Retrieves annotations including Internet events, outages, and anomalies from various Cloudflare data sources |
17
17
||`get_outages`| Retrieves Internet outages and anomalies with detected connectivity issues |
18
+
||`get_outages_by_location`| Gets outage counts aggregated by location - identify which countries have the most outages |
18
19
||`get_traffic_anomalies`| Lists traffic anomalies and outages; filter by AS, location, start date, and end date |
20
+
||`get_traffic_anomalies_by_location`| Gets traffic anomalies aggregated by location - shows which countries have the most detected outage signals |
19
21
|**AS112**|`get_as112_data`| Retrieves AS112 DNS sink hole data for reverse DNS lookups of private IP addresses (RFC 1918) |
20
22
|**Autonomous Systems**|`list_autonomous_systems`| Lists ASes; filter by location and sort by population size |
21
23
||`get_as_details`| Retrieves detailed info for a specific ASN |
@@ -31,6 +33,8 @@ Currently available tools:
31
33
||`get_bgp_pfx2as`| Gets prefix-to-ASN mapping |
32
34
||`get_bgp_ip_space_timeseries`| Retrieves announced IP address space over time (IPv4 /24s and IPv6 /48s) - useful for detecting route withdrawals |
33
35
||`get_bgp_routes_realtime`| Gets real-time BGP routes for a prefix using RouteViews and RIPE RIS collectors |
36
+
||`get_bgp_routing_table_ases`| Lists all ASes in global routing tables with routing statistics (prefix counts, RPKI status) |
37
+
||`get_bgp_top_ases_by_prefixes`| Gets top ASes ordered by announced prefix count - shows which networks have the largest routing footprint |
34
38
|**Bots**|`get_bots_data`| Retrieves bot traffic data by name, operator, category (AI crawlers, search engines, etc.) |
35
39
||`list_bots`| Lists known bots with details (AI crawlers, search engines, monitoring bots) |
36
40
||`get_bot_details`| Gets detailed information about a specific bot by slug |
@@ -52,12 +56,13 @@ Currently available tools:
52
56
|**Geolocations**|`list_geolocations`| Lists available geolocations (ADM1 - states/provinces) with GeoNames IDs |
53
57
||`get_geolocation_details`| Gets details for a specific geolocation by GeoNames ID |
54
58
|**HTTP**|`get_http_data`| Retrieves HTTP request data with geoId filtering for ADM1 (states/provinces) |
55
-
|**IP Addresses**|`get_ip_details`| Provides details about a specific IP address |
59
+
|**IP Addresses**|`get_ip_details`| Provides details about a specific IP address including full ASN details (name, country, population estimates)|
56
60
|**Internet Services**|`get_internet_services_ranking`| Gets top Internet services |
61
+
||`get_internet_services_timeseries`| Tracks internet service ranking changes over time (e.g., how ChatGPT ranks over months) |
57
62
|**Internet Quality & Speed**|`get_internet_quality_data`| Retrieves a summary or time series of bandwidth, latency, or DNS response time from the Radar Internet Quality Index |
58
63
||`get_internet_speed_data`| Retrieves summary of bandwidth, latency, jitter, and packet loss, from the previous 90 days of Cloudflare Speed Test |
59
64
||`get_speed_histogram`| Gets speed test histogram data showing distribution of results for bandwidth, latency, or jitter |
60
-
|**Layer 3 Attacks**|`get_l3_attack_data`| Retrieves L3 attack data, including timeseries, top attacks, and breakdowns by dimensions like `protocol`|
65
+
|**Layer 3 Attacks**|`get_l3_attack_data`| Retrieves network layer (L3/DDoS) attack data, including timeseries, top attacks, and breakdowns by dimensions |
61
66
|**Layer 7 Attacks**|`get_l7_attack_data`| Retrieves L7 attack data, including timeseries, top attacks, and breakdowns by dimensions like `mitigationProduct`|
62
67
|**Leaked Credentials**|`get_leaked_credentials_data`| Retrieves trends in HTTP auth requests and compromised credential detection |
63
68
|**NetFlows**|`get_netflows_data`| Retrieves network traffic patterns with geoId filtering for ADM1 (states/provinces) |
@@ -76,92 +81,102 @@ Currently available tools:
76
81
**Traffic & Network Analysis**
77
82
78
83
-`What are the most used operating systems?`
79
-
-`Show me HTTP traffic trends from Lisbon, Portugal (use geoId).`
84
+
-`Show me HTTP traffic trends from Lisbon, Portugal.`
80
85
-`What is the TCP reset and timeout rate globally?`
81
86
-`Show me network traffic patterns for California.`
87
+
-`Compare HTTP traffic between mobile and desktop devices.`
88
+
-`What percentage of traffic uses IPv6 vs IPv4?`
82
89
83
90
**Autonomous Systems & BGP**
84
91
85
92
-`What are the top 5 ASes in Portugal?`
86
93
-`Get information about ASN 13335.`
87
94
-`What are the relationships (peers, upstreams) for Cloudflare's AS?`
88
-
-`Show me recent BGP hijack events.`
95
+
-`Show me recent BGP hijack events with high confidence.`
89
96
-`Which prefixes have the most BGP updates?`
90
97
-`What AS announces the prefix 1.1.1.0/24?`
91
98
-`Show me IPv6 announced address space for Portugal over the last 30 days.`
92
99
-`Compare IPv4 vs IPv6 BGP address space trends for AS13335.`
93
100
-`Get real-time BGP routes for prefix 1.1.1.0/24.`
94
-
-`Monitor announced IPv6 space changes for a specific country to detect route withdrawals.`
101
+
-`List the top ASes by prefix count in Germany.`
102
+
-`Which ASes have the most IPv6 address space globally?`
103
+
-`Show me BGP route leak events from the last week.`
95
104
96
105
**Security & Attacks**
97
106
98
107
-`Show me application layer attack trends from the last 7 days.`
99
108
-`What are the top L3 attack vectors?`
100
109
-`Show me leaked credential detection trends.`
101
110
-`Scan https://example.com for security analysis.`
111
+
-`Which industries are most targeted by DDoS attacks?`
102
112
103
113
**Bots & Crawlers**
104
114
105
115
-`What AI crawlers are most active?`
106
116
-`List all known AI crawler bots.`
107
117
-`How are websites configuring robots.txt for AI crawlers?`
108
118
-`What percentage of sites block vs allow AI crawlers?`
109
-
-`Show me crawler traffic by industry vertical.`
119
+
-`Show me crawler traffic by industry.`
110
120
111
-
**DNS & Email**
121
+
**DNS**
112
122
113
123
-`What are the most common DNS query types to 1.1.1.1?`
114
-
-`Show me AS112 DNS sink hole data by protocol.`
124
+
-`Show me AS112 DNS queries by protocol.`
125
+
-`What is the DNSSEC adoption rate?`
126
+
-`Show me DNS query trends by response code.`
127
+
128
+
**Email**
129
+
115
130
-`What are the email security threat trends?`
131
+
-`Show me email routing data by encryption status.`
132
+
-`What percentage of emails fail DMARC validation?`
133
+
-`Which TLDs send the most malicious emails?`
116
134
117
-
**Certificates & TLS**
135
+
**Certificate Transparency**
118
136
119
137
-`What are the most active Certificate Authorities?`
120
138
-`List Certificate Transparency logs.`
121
139
-`Show me certificate issuance trends by validation level.`
140
+
-`Get details for the CT log argon2026h1.`
141
+
-`What is the top Certificate Authority and show me its details.`
122
142
123
-
**Rankings & Services**
143
+
**Rankings & Internet Services**
124
144
125
145
-`What are the top trending domains?`
126
146
-`Compare domain rankings in the US and UK.`
127
-
-`Give me rank details for google.com in March 2025.`
128
147
-`What are the top Internet services in the E-commerce category?`
129
-
-`Track how google.com and facebook.com rank over the last 30 days.`
148
+
-`Track how google.com ranks over the last 30 days.`
149
+
-`How has ChatGPT's ranking changed over the last 6 months?`
130
150
131
151
**TLDs**
132
152
133
-
-`List all generic TLDs.`
153
+
-`List all country-code TLDs.`
134
154
-`Show me details about the .io TLD.`
135
155
-`Give me a ranking of TLDs based on DNS magnitude.`
136
156
137
157
**Speed & Quality**
138
158
139
159
-`Show me the bandwidth distribution histogram for the US.`
140
-
-`What is the latency histogram for Portugal?`
141
-
-`Compare speed test distributions across different regions.`
160
+
-`What is the average latency in Portugal?`
161
+
-`Which countries have the fastest internet speeds?`
162
+
-`Show me top ASes by download bandwidth.`
142
163
143
164
**Outages & Events**
144
165
145
-
-`List me traffic anomalies in Syria over the last year.`
146
166
-`Show me recent Internet outages.`
147
-
-`What outages affected Portugal in the last 30 days?`
167
+
-`Which countries have the most Internet outages?`
168
+
-`Show me verified traffic anomalies by location.`
148
169
149
170
**Cloud & Infrastructure**
150
171
151
-
-`What are the top 5 AWS regions in terms of traffic?`
172
+
-`What are the top AWS regions by traffic?`
152
173
-`Compare latency between Azure and GCP regions.`
153
174
-`What is the connection success rate for cloud providers?`
154
175
155
-
**Geolocations**
156
-
157
-
-`List available geolocations for Portugal.`
158
-
-`What is the GeoNames ID for Lisbon?`
159
-
-`Show me HTTP traffic specifically for the Lisbon area.`
160
-
161
176
**IP Information**
162
177
163
-
-`What are the details of IP address 1.1.1.1?`
164
-
-`What ASN owns this IP address?`
178
+
-`What are the details of IP address 8.8.8.8?`
179
+
-`Give me full information about IP 1.1.1.1 including ASN details.`
165
180
166
181
## Access the remote MCP server from any MCP Client
0 commit comments