Run Python
REMOTE · NEXT.HAL9.AI · SCANNED SEP 20
Run Python code from natural language prompts, with optional PyPI package install.
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 → Why this is hard to score →
Endpoint Security94
- The endpoint's TLS certificate is valid, in date, and uses a strong key. View diagnostics → Pass
- Authorisation is enforced on tool calls, advertised via RFC 9728 protected-resource metadata. Discovery is public, which costs nothing: no tool can be invoked without a token. View diagnostics → Pass
- HTTPS is enforced; there's no plaintext access path. View diagnostics → Pass
- 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
- The authorisation server offers only Dynamic Client Registration (RFC 7591), which MCP 2026-07-28 deprecated in favour of Client ID Metadata Documents. View diagnostics → Partial
Transport & Reachability100
- Verified streamable-http transport via a live MCP handshake. View diagnostics → Pass
Schema Quality & AI Usability69
- AI-judged instruction clarity (good).Pass
- Tool/resource definitions use about 80 tokens (~80/item across 1 items; 1 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management40
- Stability observed for 12 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 1 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 2 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities60
- Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28. See how to fix → Fail
How do I install the Run Python MCP server?
Run Python is a hosted endpoint at https://next.hal9.ai/mcp/mcpbuild/run-python, 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 · next.hal9.ai
claude mcp add --transport http hal9ai-run-python 'https://next.hal9.ai/mcp/mcpbuild/run-python'
{
"mcpServers": {
"hal9ai-run-python": {
"url": "https://next.hal9.ai/mcp/mcpbuild/run-python"
}
}
} {
"servers": {
"hal9ai-run-python": {
"type": "http",
"url": "https://next.hal9.ai/mcp/mcpbuild/run-python"
}
}
} [mcp_servers.hal9ai-run-python] url = "https://next.hal9.ai/mcp/mcpbuild/run-python"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"hal9ai-run-python": {
"type": "remote",
"url": "https://next.hal9.ai/mcp/mcpbuild/run-python",
"enabled": true
}
}
} openclaw mcp add hal9ai-run-python --url 'https://next.hal9.ai/mcp/mcpbuild/run-python' --transport streamable-http
mcp_servers:
hal9ai-run-python:
url: "https://next.hal9.ai/mcp/mcpbuild/run-python" {
"McpServers": {
"hal9ai-run-python": {
"Transport": "http",
"Url": "https://next.hal9.ai/mcp/mcpbuild/run-python"
}
}
} assistant mcp add hal9ai-run-python -t streamable-http -u 'https://next.hal9.ai/mcp/mcpbuild/run-python'
{
"mcpServers": {
"hal9ai-run-python": {
"type": "http",
"url": "https://next.hal9.ai/mcp/mcpbuild/run-python"
}
}
} 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.
- 19 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 33 to 37. That category is still filling its 30-day observation window: 10 days of observed history at the previous scan, 11 at this one. The score rises as the window fills, whether or not the server changes.
- 17 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 27 to 30. That category is still filling its 30-day observation window: 8 days of observed history at the previous scan, 9 at this one. The score rises as the window fills, whether or not the server changes.
- 15 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.
- 13 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.
- 11 Sept 26 +1
No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.
- 9 Sept 26 +1
- Stability: unverified → 0.03 ▲ functional
- 8 Sept 26 76
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 20 Sept 2026 · Probed https://next.hal9.ai/mcp/mcpbuild/run-python
TLS valid
Negotiated TLS 1.3 with TLS_AES_256_GCM_SHA384 .
| Subject | Issuer | Valid from | Valid until | Key | Signature | Serial |
|---|---|---|---|---|---|---|
| CN=next.hal9.ai | CN=YR2,O=Let's Encrypt,C=US | 6 Aug 2026 | 4 Nov 2026 | RSA 2048 | SHA256-RSA | 6b3566d0cd98314a3aeea0b257afa85fa51 |
| SANs: next.hal9.ai | ||||||
| CN=YR2,O=Let's Encrypt,C=US (CA) | CN=Root YR,O=ISRG,C=US | 3 Sept 2025 | 2 Sept 2028 | RSA 2048 | SHA256-RSA | 4ebd24947e24d394802d84a52fd5b319 |
| CN=Root YR,O=ISRG,C=US (CA) | CN=ISRG Root X1,O=Internet Security Research Group,C=US | 13 May 2026 | 2 Sept 2032 | RSA 4096 | SHA256-RSA | f24b6d17f9d9ad7cb1c9fea78782699f |
Background: What to check on a remote MCP endpoint →
DNSSEC insecure
Validation of next.hal9.ai. — Not signed
| Zone | DS | Keys | Algorithms | Outcome |
|---|---|---|---|---|
| . | trust_anchor | 20326, 38696 | 8, 8 | Verified |
| ai. | present | 3799 | 8 | Verified |
| hal9.ai. | absent | Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation |
Authentication Enforced and verified
The endpoint asked for a token and published valid RFC 9728 metadata describing how to get one.
| Result | Enforced and verified |
|---|---|
| Enforced | On tool calls |
| HTTP status | 200 |
WWW-Authenticate challenge Bearer realm="hal9", resource_metadata="https://next.hal9.ai/.well-known/oauth-protected-resource/mcp/mcpbuild/run-python", scope="mcp"
Bearer realm="hal9", resource_metadata="https://next.hal9.ai/.well-known/oauth-protected-resource/mcp/mcpbuild/run-python", scope="mcp"| Header | Value |
|---|---|
| strict-transport-security | max-age=31536000; includeSubDomains |
Protected resource metadata
| Document | https://next.hal9.ai/.well-known/oauth-protected-resource/mcp/mcpbuild/run-python |
|---|---|
| Retrieved | Yes |
| Resource | https://next.hal9.ai/mcp/mcpbuild/run-python |
| Authorisation server | https://next.hal9.ai |
Background: How OAuth 2.1 works in the 2026 MCP spec →
Transports 2 probes
| Transport | URL | Outcome | Status | Location |
|---|---|---|---|---|
| streamable-http | https://next.hal9.ai/mcp/mcpbuild/run-python | Verified | 200 | |
| http (plaintext) | http://next.hal9.ai/mcp/mcpbuild/run-python | HTTPS enforced | 308 | https://next.hal9.ai/mcp/mcpbuild/run-python |
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. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
chat Run Python ~62
Run Python code from natural language prompts, with optional PyPI package install
| Name | Type | Req | Description |
|---|---|---|---|
| chat_id | string | – | Continue an existing conversation. Omit to start a new one; the reply includes the id. |
| message | string | yes | The message to send to the agent. |
No output schema declared.
No examples provided.
What is the Run Python MCP server?
Run Python is an MCP server listed in the public MCP registry as io.github.hal9ai/run-python. Run Python code from natural language prompts, with optional PyPI package install. This page covers its hosted endpoint (https://next.hal9.ai/mcp/mcpbuild/run-python).
Is the Run Python MCP server safe to use?
Run Python scores 82 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.
What tools does the Run Python MCP server expose?
Run Python exposes 1 tool: chat. Their descriptions and schemas cost roughly 62 tokens of context every time the server is loaded.
Does the Run Python MCP server require authentication?
Yes. Run Python asked us for credentials when we connected, so you will need to authorise it in your MCP client before it can do anything.
Is the Run Python MCP server still maintained?
Run Python is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.