contact-dedupe
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 |
|---|---|
| profile_csvA | Row count, columns, fill rate per column and the detected name/email/phone/company mapping. |
| find_duplicatesB | Group rows that look like the same person and explain why, without changing the file. |
| dedupe_csvB | Merge duplicate groups into one row each and write a cleaned CSV. Conflicting values are reported, never dropped silently. |
| compare_recordsB | Score a single pair 0-1 and list the signals behind the score — useful for tuning the threshold. |
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 4 tools
Each tool has a clearly distinct role: profiling the CSV, finding duplicate groups, performing the deduplication, and comparing individual pairs. No overlap in purpose or output.
All tool names follow a consistent verb_noun pattern in snake_case: profile_csv, find_duplicates, dedupe_csv, compare_records. The style is uniform and predictable.
Four tools is exactly right for a focused deduplication workflow. Each tool serves a distinct step in the process without unnecessary bloat or missing core functionality.
The workflow is complete: profile to understand data, identify duplicates, execute deduplication, and fine-tune via pair scoring. No obvious dead ends or required operations that agents cannot perform.