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mcporter

Use the mcporter CLI to list, configure, auth, and call MCP servers/tools directly (HTTP or stdio), including ad-hoc servers, config edits, and CLI/type generation.

66

Quality

81%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

The canonical home for this skill is mcporter in openclaw/openclaw

SKILL.md
Quality
Evals
Security

Quality

Content

93%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

An exemplary lean CLI reference: concrete executable commands for every invocation style, well-organized sections, and no padding. The only gap is minor workflow guidance around when auth is required before calling tools.

DimensionReasoningScore

Conciseness

The body is a lean command reference — every line is a concrete command or a one-line note ("Config default: ./config/mcporter.json (override with --config)") with zero explanation of concepts Claude already knows. Matches the anchor for lean, efficient content where every token earns its place.

5 / 5

Actionability

Commands are copy-paste ready and cover the common cases with real examples for each syntax: selector ("mcporter call linear.list_issues team=ENG limit:5"), function syntax, full URL, stdio, and JSON payload. Matches the fully-executable anchor; not lower since no pseudocode or vague direction is present.

5 / 5

Workflow Clarity

The Quick start section gives a clear sequence (list → list <server> --schema → call) and sections group commands logically, matching the clear-sequence anchor with minor gaps. Not 5 because there is no checkpoint indicating when auth is needed before calling a tool or how to recover from auth failures; not 3 because this is not a destructive or batch operation and the sequence is unambiguous.

4 / 5

Progressive Disclosure

At under 50 lines with no external reference files needed (and no references/ bundle present), the body consists of well-organized sections (Quick start, Call tools, Auth + config, Daemon, Codegen, Notes), which per the rubric's simple-skill exception merits a 5. No references are cited in the body, so there are no broken or nested reference paths.

5 / 5

Total

19

/

20

Passed

Description

70%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A concrete, third-person description that clearly states what the tool does with specific actions and a distinct niche. Its main weakness is the absence of any "Use when..." trigger clause, which caps completeness and limits natural-trigger coverage.

Suggestions

Add an explicit trigger clause, e.g. "Use when the user wants to call MCP server tools directly, connect to ad-hoc MCP servers over HTTP or stdio, or manage MCP server configs."

Include natural synonyms such as "Model Context Protocol" so the skill triggers for users who spell out the protocol name.

Mention remaining capabilities like daemon management to round out coverage.

DimensionReasoningScore

Specificity

Quotes several concrete actions — "list, configure, auth, and call MCP servers/tools directly (HTTP or stdio)", "ad-hoc servers, config edits, and CLI/type generation" — matching the anchor for several specific actions with minor gaps. Not 5 because notable capabilities like daemon management and inspecting generated CLIs are omitted; not 3 because coverage goes well beyond 1-2 actions.

4 / 5

Completeness

The "what" is clearly answered (list/configure/auth/call MCP servers, codegen), but there is no "Use when..." clause or equivalent explicit trigger guidance, which caps completeness at 3 per the judging guidelines. Not 2 because the "what" is concrete and comprehensive rather than vague.

3 / 5

Trigger Term Quality

"MCP servers/tools", "auth", "config", and "HTTP or stdio" are terms users would naturally say when needing this skill, giving good keyword coverage. Not 5 because common synonyms like "Model Context Protocol" spelled out or "connect to an MCP server" phrasing are missing; not 3 because the key natural terms are present and specific.

4 / 5

Distinctiveness Conflict Risk

Naming the specific "mcporter CLI" and the narrow MCP-server-calling niche gives it a clear niche with distinct triggers and minimal conflict risk with other skills. Not 4 because the named tool plus specific verbs make overlap with generic tooling skills very unlikely.

5 / 5

Total

16

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

13

/

16

Passed

Repository
Bitterbot-AI/bitterbot-desktop
Reviewed

Table of Contents

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