RankJot
PYPI · RANKJOT-MCP · SCANNED SEP 20
Real Google rankings as a tool: where a domain ranks for a keyword, plus the top 10 organic results.
Available components
How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →
Supply Chain Security50
- Malware scan not yet available for this package.Unverified
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised native-build step with no shell scripting around it. View diagnostics → Pass
- 1 of 32 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency32
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- License check failed: no license is declared. See how to fix → Fail
- Actively maintained (last published 5 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability80
- AI-judged instruction clarity (excellent).Pass
- Tool/resource definitions use about 171 tokens (~171/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 Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage67
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
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 1 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Unverified: 1 category
A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.
How do I install the RankJot MCP server?
RankJot runs locally as a PyPI package, launched with uvx rankjot-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.
pypi · rankjot-mcp
claude mcp add epolat-rankjot-mcp -- uvx rankjot-mcp
{
"mcpServers": {
"epolat-rankjot-mcp": {
"command": "uvx",
"args": [
"rankjot-mcp"
]
}
}
} {
"servers": {
"epolat-rankjot-mcp": {
"command": "uvx",
"args": [
"rankjot-mcp"
]
}
}
} codex mcp add epolat-rankjot-mcp -- uvx rankjot-mcp
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"epolat-rankjot-mcp": {
"type": "local",
"command": [
"uvx",
"rankjot-mcp"
],
"enabled": true
}
}
} openclaw mcp add epolat-rankjot-mcp --command uvx --arg rankjot-mcp
mcp_servers:
epolat-rankjot-mcp:
command: "uvx"
args: ["rankjot-mcp"] {
"McpServers": {
"epolat-rankjot-mcp": {
"Transport": "stdio",
"Command": "uvx",
"Arguments": [
"rankjot-mcp"
]
}
}
} assistant mcp add epolat-rankjot-mcp -t stdio -c uvx -a rankjot-mcp
{
"mcpServers": {
"epolat-rankjot-mcp": {
"command": "uvx",
"args": [
"rankjot-mcp"
]
}
}
} 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.
- 15 Sept 26 −15
- Malware scan: pass → unverified ▼ security
- 14 Sept 26 66
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 · Analysed pypi/rankjot-mcp@0.1.0
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | pypi |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 32 packages
| Packages resolved | 32 |
|---|---|
| No linked repository | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
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 →
check_rank ~171
Check where a domain ranks on Google for a keyword. Args: domain: the site to look up, e.g. "example.com" (scheme/www/path ignored). keyword: the search query to rank for. country: ISO country code for the Google market (default "us"), e.g. "gb", "de". Rankings differ by country, so pass the market the user cares about. Returns a dict with the 1-based `position` (null if the domain isn't in the results checked), the ranking `url`, the top-10 organic `results`, and the remaining `quota`. Failures come back as a dict with an `error` field.
| Name | Type | Req | Description |
|---|---|---|---|
| country | string | – | – |
| domain | string | yes | – |
| keyword | string | yes | – |
No output schema declared.
No examples provided.
What is the RankJot MCP server?
RankJot is an MCP server listed in the public MCP registry as io.github.epolat/rankjot-mcp. Real Google rankings as a tool: where a domain ranks for a keyword, plus the top 10 organic results. This page covers its PyPI package (rankjot-mcp).
Is the RankJot MCP server safe to use?
RankJot scores 51 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 20 September 2026. 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 RankJot MCP server expose?
RankJot exposes 1 tool: check_rank. Their descriptions and schemas cost roughly 171 tokens of context every time the server is loaded.
Is the RankJot MCP server still maintained?
RankJot 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.