# Getlead (ad.getle/leads): tool descriptions scored

- tools/list taken: 2026-11-02 (UTC)
- From: [Official MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ad.getle%2Fleads/versions/latest)
- Connected to: https://mcp.getle.ad/mcp
- Homepage: https://getle.ad/mcp
- Repository: https://github.com/Adgrowofficial/getlead-mcp
- Scoring rules: v2
- Tools: 35
- Average: 52.2 / 100 (Cloudy)
- Near-identical pairs: 0

This page shows how Getlead (ad.getle/leads)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

## Across the server

- Minor: 35 tools. Above 25, models start to tell tools apart less well.

## Tools

- `crm_update_lead`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: stage, priority.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: lead_id. Name the tool or the place that returns it, or models look it up first.
- `list_opportunities`: 37 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `scrape_job_status`: 38 / 100
  - Major: The description only restates the name (8 words).
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.
- `create_list`: 40 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: description.
  - Minor: Says nothing about what it returns.
- `list_campaigns`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `update_opportunity`: 42 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: notes.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: opportunity_id. Name the tool or the place that returns it, or models look it up first.
- `email_templates`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_thread`: 44 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_campaign_stats`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: campaign_id. Name the tool or the place that returns it, or models look it up first.
- `get_list_leads`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: list_id. Name the tool or the place that returns it, or models look it up first.
- `list_lists`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `scrape_job_leads`: 46 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: job_id. Name the tool or the place that returns it, or models look it up first.
- `enrich_lead`: 47 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: company.
  - Minor: Says nothing about what it returns.
- `delete_list`: 49 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: list_id. Name the tool or the place that returns it, or models look it up first.
- `control_campaign`: 51 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: The meaning of the boolean argument confirm is unclear.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: campaign_id. Name the tool or the place that returns it, or models look it up first.
- `crm_leads`: 51 / 100
  - Minor: Says nothing about what it returns.
- `add_leads_to_list`: 52 / 100
  - Minor: String arguments with no constraint or example: leads[].email, leads[].full_name, leads[].first_name, leads[].last_name, leads[].company, leads[].title, leads[].website, leads[].location.
  - Minor: Says nothing about what it returns.
- `check_deliverability`: 52 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `send_reply`: 52 / 100
  - Minor: String arguments with no constraint or example: subject.
  - Minor: Says nothing about what it returns.
- `verify_list_status`: 53 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: list_id. Name the tool or the place that returns it, or models look it up first.
- `create_campaign`: 54 / 100
  - Minor: String arguments with no constraint or example: name, follow_ups[].body.
  - Minor: The meaning of the boolean argument track_opens is unclear.
  - Minor: The meaning of the boolean argument track_clicks is unclear.
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: list_id. Name the tool or the place that returns it, or models look it up first.
- `draft_reply`: 54 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: email.
- `get_campaign_analytics`: 54 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: campaign_id. Name the tool or the place that returns it, or models look it up first.
- `get_account`: 55 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Says nothing about what it returns.
- `get_inbox`: 56 / 100
  - Minor: Says nothing about what it returns.
- `list_mailboxes`: 59 / 100
  - Minor: Says nothing about what it returns.
- `scrape_leads_start`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: location_text.
- `verify_list_start`: 59 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: Required identifiers whose description does not say where the value comes from: list_id. Name the tool or the place that returns it, or models look it up first.
- `test_mailbox`: 60 / 100
  - Minor: Says nothing about what it returns.
  - Minor: Required identifiers whose description does not say where the value comes from: mailbox_id. Name the tool or the place that returns it, or models look it up first.
- `suppression`: 61 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Says nothing about what it returns.
- `preview_b2b_leads`: 64 / 100
  - Major: Says nothing about when to use it, or when not to.
- `verify_email`: 64 / 100
  - Minor: String arguments with no constraint or example: email.
- `find_email`: 67 / 100
  - Major: Says nothing about when to use it, or when not to.
  - Minor: String arguments with no constraint or example: first_name, last_name.
- `search_b2b_leads`: 72 / 100
  - Major: Says nothing about when to use it, or when not to.
- `export_list_csv`: 74 / 100
  - Minor: The description mentions none of its 3 or more arguments.
  - Minor: Required identifiers whose description does not say where the value comes from: list_id. Name the tool or the place that returns it, or models look it up first.

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