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ShortlistLens

R0· no sign-in

Structured website and review evidence for AI-assisted local-business shortlisting.

v0.1.0 · active · descriptor JSON · versions

An agent can connect right now, no human step.Remote endpoint, no authentication, reachable on the last probe.
Quality83good
Trust73of 100
Uptime, 30 days96%
Latency p50323 ms

Connect

8 clients · secrets stay placeholders
{
  "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

Quality 83 / 100good

protocol88 · weight 25
  • pass
    protocol.modernsupports 2026-07-28 (server/discover)
  • pass
    protocol.statelessanswers without a session
  • pass
    protocol.transportstreamable HTTP
  • warn
    protocol.list_ttltools/list declares ttlMs 0, so clients re-fetch it on every use
authorizationn/a · weight 15
  • n/a
    auth.prm, auth.as_metadata, auth.cimdno remote uses OAuth
  • n/a
    auth.secret_in_urlno templated URL
tool hygiene71 · weight 30
  • pass
    tools.descriptionsevery tool has a description
  • pass
    tools.description_lengthdescriptions are concise
  • pass
    tools.schemasevery tool has an object input schema
  • fail
    tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
  • fail
    tools.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); …
  • pass
    tools.token_costabout 1,050 tokens to load every tool
  • pass
    tools.api_dumptools are not a one-to-one API dump
stability100 · weight 15
  • pass
    stability.changesno tool changes in 30 days
  • pass
    stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
  • n/a
    deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package

5 tools, about 1,050 tokens to load them all · tool set 7ccc75bde74d · checked 2026-10-20 13:17 UTC

Tool changes

No 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.

Trust 73 / 100

no-repository
provenance35
liveness98
freshness85
hygiene80

+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.

Endpoints

remoteauthreachableuptime 30dp50protocollast ok
https://shortlistlens-mcp.streaming22box.workers.dev/mcp streamable-httpnoneyes96%323 ms2026-07-282026-10-20

Tools (5)

compare_shortlist_candidatesCompare 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_scopeTurn a ShortlistLens result into a concise fixed-scope implementation brief for a Buyer-Readiness Scorecard or a 72-hour AI Buyer-Readiness Sprint.
inspect_websiteFetch 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_evidenceOrganize 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_evaluabilityInspect 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.

Similar MCP servers

Official server.json
{
  "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."
}