List pipelines
copper_list_pipelinesList sales pipelines and their stages (ids needed to place opportunities). Copper REST: GET /pipelines.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
copper_list_pipelinesList sales pipelines and their stages (ids needed to place opportunities). Copper REST: GET /pipelines.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
Input schema / $schemaPrevious value: -"http://json-schema.org/draft-07/schema#"New value: +"https://json-schema.org/draft/2020-12/schema"Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
readOnlyHint=true already tells the agent this is a safe read. The description adds that outputs are ids and the underlying endpoint, but nothing about auth scope or pagination. Adequate but not rich.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
Two tight sentences; the purpose and downstream use are front-loaded with no filler.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Complete enough for a no-param read tool: what it returns and why are stated. No output schema exists, so slightly more return-shape detail would help.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Zero parameters, so baseline 4 applies. The description correctly conveys there are no filtering inputs.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific verb (List) and resource (sales pipelines and their stages), plus disambiguates against the sibling create_opportunity by explaining the ids are needed to place opportunities.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
Implies a clear prerequisite use-case (fetching pipeline/stage ids before creating opportunities) but does not explicitly name copper_create_opportunity or an alternative tool.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.