Lead Cleanup MCP Lite
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": true
} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| clean_leadsA | Clean a list of sales leads: normalize names, emails, phones and websites, drop invalid emails and remove duplicates. |
| validate_emailA | Check whether an email address has a valid format (no network lookup). |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 2 tools
Both tools operate on email validity: clean_leads already drops invalid emails, so validate_email is essentially a single-item subset of the bulk tool. The descriptions do clarify scope (one address vs. a whole list), which keeps an agent from complete confusion, but the boundaries overlap.
Both names follow the same verb_noun snake_case pattern (clean_leads, validate_email) and the verbs accurately describe the actions.
Two tools is thin even for a 'Lite' server; the surface is a bulk operation plus one narrow helper rather than a balanced set. It is not egregiously over- or under-scoped, but it sits at the borderline.
clean_leads covers the core domain (normalize names, emails, phones, websites, drop invalid, dedupe) and validate_email gives a quick single-address check. Minor gaps exist — no standalone phone/website validation or single-lead normalization, though an agent can pass a one-item list as a workaround.