Search / io.github.CleanDev-Fix/shortlistlens
ShortlistLens
R0· no sign-inStructured website and review evidence for AI-assisted local-business shortlisting.
v0.1.0 · active · descriptor JSON · versions
Search / io.github.CleanDev-Fix/shortlistlens
R0· no sign-inStructured website and review evidence for AI-assisted local-business shortlisting.
v0.1.0 · active · descriptor JSON · versions
{
"mcpServers": {
"shortlistlens": {
"type": "http",
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}claude mcp add --transport http shortlistlens https://shortlistlens-mcp.streaming22box.workers.dev/mcp[mcp_servers.shortlistlens]
url = "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"shortlistlens": {
"type": "remote",
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"shortlistlens": {
"type": "http",
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=shortlistlens&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vc2hvcnRsaXN0bGVucy1tY3Auc3RyZWFtaW5nMjJib3gud29ya2Vycy5kZXYvbWNwIn0%3D"
}{
"servers": {
"shortlistlens": {
"type": "http",
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}{
"mcpServers": {
"shortlistlens": {
"httpUrl": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
}
}
}extensions:
"shortlistlens":
enabled: true
name: "shortlistlens"
type: streamable_http
uri: "https://shortlistlens-mcp.streaming22box.workers.dev/mcp"
timeout: 300
protocol.modernsupports 2026-07-28 (server/discover)protocol.statelessanswers without a sessionprotocol.transportstreamable HTTPprotocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every useauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky onestools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: inspect_website (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); organize_review_evidence (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); generate_paid_scope (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …tools.token_costabout 1,050 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changesno tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packageNo tool definition changes recorded. A server's first observation is its baseline; later probes record what changes.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+reachable +uptime-96% ~updated-60d-ago -no-repository
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://shortlistlens-mcp.streaming22box.workers.dev/mcp streamable-http | none | yes | 96% | 323 ms | 2026-07-28 | 2026-10-20 |
compare_shortlist_candidates | Compare two to six businesses after the user has gathered website and review scores. Calculates a transparent shortlist score using 60% review trust and 40% website evaluability. |
generate_paid_scope | Turn a ShortlistLens result into a concise fixed-scope implementation brief for a Buyer-Readiness Scorecard or a 72-hour AI Buyer-Readiness Sprint. |
inspect_website | Fetch a public business website page and return structured, accessible facts for a buyer-readiness review. It only examines the supplied public URL and does not scrape review platforms or private systems. |
organize_review_evidence | Organize user-supplied public review excerpts into transparent positive, risk, owner-response, and corrective-action signals. The tool does not fetch reviews itself and does not adjudicate any claim. |
score_website_evaluability | Inspect a public business website and score how easily a buyer can identify the business, understand a target service, verify proof, and take the next step. Returns an explainable 0–100 rubric and priorities. |
Schemas: list_tools.
{
"name": "io.github.CleanDev-Fix/shortlistlens",
"title": "ShortlistLens",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://shortlistlens-mcp.streaming22box.workers.dev/mcp",
"type": "streamable-http"
}
],
"version": "0.1.0",
"description": "Structured website and review evidence for AI-assisted local-business shortlisting."
}