Kai CSV Profiler
REMOTE · KAIX402M3.PYTHONANYWHERE.COM · SCANNED AUG 24
Stateless remote MCP tool for bounded in-memory CSV profiling; input is not stored.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →
Endpoint Security51
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation not fully verified: no authorisation is required to connect, but we couldn't read the tool list to see what that exposes. View diagnostics → Unverified
- HTTPS enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement. View diagnostics → Unverified
- The HSTS (Strict-Transport-Security) header is present. View diagnostics → Pass
- DNSSEC check failed: this domain isn't protected by DNSSEC. See how to fix → View diagnostics → Fail
Transport & Reachability0
- Transport check failed: the endpoint responded but didn't complete an MCP handshake over streamable-http. See how to fix → View diagnostics → Fail
Schema Quality & AI Usability0
- Schema not yet verified: we couldn't read the endpoint's schema.Unverified
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage0
- Tool coverage not yet verified: we couldn't read the endpoint's tools.Unverified
Capabilities0
- Capabilities not yet verified: we couldn't read the endpoint's capabilities.Unverified
Unverified: 4 categories
Categories scored 0 because we could not verify them: authentication we do not have, an unreachable endpoint, or not enough scan history. We only credit what we can confirm.
How do I install the Kai CSV Profiler MCP server?
Kai CSV Profiler is a hosted endpoint at https://kaix402m3.pythonanywhere.com/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
remote · kaix402m3.pythonanywhere.com
claude mcp add --transport http io-dedyn-kai-system-agent-csv-profiler 'https://kaix402m3.pythonanywhere.com/mcp'
{
"mcpServers": {
"io-dedyn-kai-system-agent-csv-profiler": {
"url": "https://kaix402m3.pythonanywhere.com/mcp"
}
}
} {
"servers": {
"io-dedyn-kai-system-agent-csv-profiler": {
"type": "http",
"url": "https://kaix402m3.pythonanywhere.com/mcp"
}
}
} [mcp_servers.io-dedyn-kai-system-agent-csv-profiler] url = "https://kaix402m3.pythonanywhere.com/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"io-dedyn-kai-system-agent-csv-profiler": {
"type": "remote",
"url": "https://kaix402m3.pythonanywhere.com/mcp",
"enabled": true
}
}
} openclaw mcp add io-dedyn-kai-system-agent-csv-profiler --url 'https://kaix402m3.pythonanywhere.com/mcp' --transport streamable-http
mcp_servers:
io-dedyn-kai-system-agent-csv-profiler:
url: "https://kaix402m3.pythonanywhere.com/mcp" {
"McpServers": {
"io-dedyn-kai-system-agent-csv-profiler": {
"Transport": "http",
"Url": "https://kaix402m3.pythonanywhere.com/mcp"
}
}
} assistant mcp add io-dedyn-kai-system-agent-csv-profiler -t streamable-http -u 'https://kaix402m3.pythonanywhere.com/mcp'
{
"mcpServers": {
"io-dedyn-kai-system-agent-csv-profiler": {
"type": "http",
"url": "https://kaix402m3.pythonanywhere.com/mcp"
}
}
} The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 23 Aug 26 +2
- HSTS header: fail → pass ▲ security
- 14 Aug 26 18
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 24 Aug 2026 · Probed https://kaix402m3.pythonanywhere.com/mcp
TLS valid
Negotiated TLS 1.3 with TLS_AES_256_GCM_SHA384 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=*.pythonanywhere.com | CN=YE2,O=Let's Encrypt,C=US | 7 Jul 2026 | 5 Oct 2026 | ECDSA 256 | ECDSA-SHA384 | 56725947adf73ffccf478232eeab04357e3 |
| SANs: *.pythonanywhere.com | ||||||
| CN=YE2,O=Let's Encrypt,C=US (CA) | CN=Root YE,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | ECDSA 384 | ECDSA-SHA384 | 4df3b15dd6c0784c507cd37b58e6f115 |
| CN=Root YE,O=ISRG,C=US (CA) | CN=ISRG Root X2,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | ECDSA-SHA384 | 872165fc34b6e5fba8add5b3705fb53a |
| CN=ISRG Root X2,O=Internet Security Research Group,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | ECDSA 384 | SHA256-RSA | 6c8f1dc727c7117f7baf853ac980f9cd |
DNSSEC insecure
Validation of kaix402m3.pythonanywhere.com. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| com. | present | 19718 | 13 | Verified |
| pythonanywhere.com. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication No authorisation required
The endpoint answered without asking for a token. Anyone who knows the URL can reach it.
| Result | No authorisation required |
|---|---|
| HTTP status | 200 |
| Header | Value |
|---|---|
| strict-transport-security | max-age=31536000 |
| content-security-policy | default-src 'none'; base-uri 'none'; frame-ancestors 'none' |
| x-content-type-options | nosniff |
| x-frame-options | DENY |
| referrer-policy | no-referrer |
| permissions-policy | camera=(), geolocation=(), microphone=() |
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://kaix402m3.pythonanywhere.com/mcp | Not MCP | 200 | |
| http (plaintext) | http://kaix402m3.pythonanywhere.com/mcp | Inconclusive | 405 |
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.
No tool schema has been captured from this endpoint yet.
What is the Kai CSV Profiler MCP server?
Kai CSV Profiler is an MCP server listed in the public MCP registry as io.dedyn.kai-system-agent/csv-profiler. Stateless remote MCP tool for bounded in-memory CSV profiling; input is not stored. This page covers its hosted endpoint (https://kaix402m3.pythonanywhere.com/mcp).
Is the Kai CSV Profiler MCP server safe to use?
Kai CSV Profiler scores 20 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.
Does the Kai CSV Profiler MCP server require authentication?
No. We connected to Kai CSV Profiler without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.
Is the Kai CSV Profiler MCP server still maintained?
Kai CSV Profiler is still listed as active in the MCP registry. We last reached this channel on 24 August 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.