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Machinepulse

Get Mcp Ecosystem Summary

get_mcp_ecosystem_summary

Summarize the MCP server ecosystem — unique servers, 7-day arrivals vs the previous 7 days, per-registry counts and new arrivals per category. Use when the user asks how big or how fast-growing the MCP ecosystem is.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

A4/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are supplied, so the description carries the burden, and it never states that this is a read-only, zero-side-effect aggregation. It does disclose the shape of the computation (7-day window compared against the previous 7 days, per-registry and per-category breakdowns), which is useful behavioral context beyond the name, but it omits caching/staleness or data-source caveats.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two sentences, no filler. The content enumeration comes first and the usage condition second, so the most decision-relevant material is front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With zero parameters and an output schema present, the description does not need to explain return values; it only has to say what is summarized and when to call it, and it does both. Nothing an agent needs to invoke this correctly is missing.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool takes no parameters, which is the baseline-4 case; there is nothing for the description to clarify about inputs. It correctly avoids inventing filter options that the schema does not support.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

Specific verb (summarize) plus resource (MCP server ecosystem), and it enumerates the actual contents: unique servers, 7-day arrivals vs the prior 7 days, per-registry counts, and per-category new arrivals. It does not, however, explicitly differentiate itself from adjacent aggregate siblings such as market_overview, pulse, or get_ecosystem_events.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Gives a clear triggering condition: 'Use when the user asks how big or how fast-growing the MCP ecosystem is.' That maps intent to tool well, but it names no alternatives or exclusions, so an agent comparing this against market_overview or leaderboard gets no routing help.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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