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Marian Matinca's portfolio as MCP tools: projects, blog, profile, results. Read-only, RO+EN.

Status
Healthy
Last Tested
Transport
Streamable HTTP
URL

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Tool DescriptionsA

Average 4.1/5 across 6 of 6 tools scored.

Server CoherenceA
Disambiguation5/5

Each tool has a clear and distinct purpose: listing vs. getting details for blog posts and projects, retrieving the profile, and performing a cross-domain search. No two tools overlap in functionality.

Naming Consistency5/5

All tool names follow a consistent portfolio_<verb>_<noun> pattern (e.g., portfolio_get_blog_post, portfolio_list_projects), using standard verbs and plural/singular nouns appropriately.

Tool Count5/5

With 6 tools covering portfolio, blog posts, projects, and search, the set is well-scoped for a personal portfolio site—neither too few nor excessive.

Completeness5/5

The tool surface provides complete read-only access to all major parts of the portfolio: profile, blog posts (list+detail), projects (list+detail), and a full-text search. No obvious gaps exist for the intended use case.

Available Tools

6 tools
portfolio_get_blog_postOne full blog articleA
Read-onlyIdempotent
Inspect

The full content (markdown) of one article by slug.

ParametersJSON Schema
NameRequiredDescriptionDefault
langNoContent language (all content exists in both en and ro)en
slugYesSlug from portfolio_list_blog_posts
Behavior4/5

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

Annotations already indicate readOnly, idempotent, non-destructive. The description adds that content is markdown, providing useful behavioral detail beyond the annotations.

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?

Single focused sentence with no unnecessary words. Every word adds value.

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

Completeness4/5

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

Adequately covers the tool's purpose and parameters given high schema coverage and simplicity. Could mention return format explicitly but not required.

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

Parameters3/5

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

Schema description coverage is 100%, with clear docs for both parameters. Description does not add additional meaning beyond what schema provides, so baseline 3 is appropriate.

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

Purpose5/5

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

The description clearly states it returns the full markdown content of one article by slug, distinguishing it from sibling tools like portfolio_list_blog_posts which list articles.

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

Usage Guidelines3/5

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

Implied that slug comes from portfolio_list_blog_posts but no explicit when-to-use or when-not-to-use guidance. While sibling names suggest alternatives, the description lacks direct usage context.

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

portfolio_get_profileProfessional profile: experience, certifications, resultsA
Read-onlyIdempotent
Inspect

Who Marian Matinca is: career history (roles at Weco-Travel Romania), certifications and the measurable results of his projects. Same data as shown on mmatinca.eu.

ParametersJSON Schema
NameRequiredDescriptionDefault
langNoContent language (all content exists in both en and ro)en
Behavior3/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false. The description adds that the data matches mmatinca.eu, but does not disclose additional behavioral traits like rate limits or response structure.

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?

The description is two sentences, front-loading the core purpose without any fluff or redundant information.

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

Completeness4/5

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

For a simple read-only tool with one optional parameter, the description conveys the data returned and its equivalence to the external website. Minor gap: no explicit mention of the return format, but it is sufficient given the context.

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

Parameters3/5

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

Schema coverage is 100% and the schema already describes the 'lang' parameter as 'Content language (all content exists in both en and ro)'. The description adds no further parameter semantics beyond the schema.

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

Purpose5/5

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

The description clearly states that the tool retrieves the professional profile of Marian Matinca: career history, certifications, and measurable results. It distinguishes from sibling tools focusing on blog posts, projects, or search.

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

Usage Guidelines3/5

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

The description implies the tool is for accessing profile data, but does not explicitly provide guidance on when to use this tool versus alternatives, nor list any exclusions or prerequisites.

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

portfolio_get_projectFull details of one projectA
Read-onlyIdempotent
Inspect

One project by id: the problem it solves, the outcome, the long description (markdown, with relevant links — live site, GitHub where open source) and the list of technical details.

ParametersJSON Schema
NameRequiredDescriptionDefault
idYesId from portfolio_list_projects, e.g. "digital-compass"
langNoContent language (all content exists in both en and ro)en
Behavior2/5

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

Annotations already declare readOnlyHint=true and destructiveHint=false, covering safety. The description does not add any new behavioral information beyond what annotations provide, such as authentication needs or data freshness.

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?

A single sentence packs the purpose and key details, front-loaded with 'One project by id'. No unnecessary words, earning its place in the tool definition.

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

Completeness4/5

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

Given the tool's simplicity (2 params, no output schema), the description sufficiently outlines the return content (problem, outcome, long description, tech details). It nearly fully describes what the agent can expect.

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 description adds practical meaning beyond the schema by explaining that the id should come from the list endpoint and confirming that the lang parameter controls bilingual content. This helps the agent understand how to correctly invoke the tool.

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

Purpose5/5

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

The description clearly states the tool returns 'Full details of one project' and enumerates the specific fields included (problem, outcome, long description, tech details). This distinguishes it from sibling list tools that return summaries and other get tools for different resources.

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?

The description specifies that the id parameter comes from 'portfolio_list_projects', guiding the agent to use the list tool first to obtain the id. It implies the tool is for detailed retrieval of a single project, providing clear context for when to use it.

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

portfolio_list_blog_postsList blog articlesA
Read-onlyIdempotent
Inspect

Articles published on the mmatinca.eu blog (enterprise AI adoption, automation, lessons from practice), newest first: slug, title, excerpt, date.

ParametersJSON Schema
NameRequiredDescriptionDefault
langNoContent language (all content exists in both en and ro)en
Behavior4/5

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

Annotations provide readOnlyHint, idempotentHint, and destructiveHint, covering safety. The description adds context about sort order (newest first) and returned fields, which goes beyond annotations. No contradictions.

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?

The description is a single, well-structured sentence that front-loads the purpose and includes essential details without redundancy.

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?

Given the absence of an output schema, the description explicitly lists return fields, provides content context, and is complete for a list tool with one optional parameter.

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

Parameters3/5

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

Schema coverage is 100% with one parameter lang fully described. The description does not add any information about the parameter, but the schema is sufficient, earning a baseline of 3.

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

Purpose5/5

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

The description clearly states it lists blog articles from a specific blog (mmatinca.eu), with context on content theme (enterprise AI adoption, automation, lessons from practice) and output fields (slug, title, excerpt, date). It distinguishes from sibling tools like portfolio_get_blog_post and portfolio_list_projects.

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

Usage Guidelines3/5

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

The description implies usage (newest first) but does not explicitly state when to use vs alternatives or when not to use. Sibling names provide some differentiation, but the description lacks direct guidance.

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

portfolio_list_projectsList portfolio projectsA
Read-onlyIdempotent
Inspect

All projects by Marian Matinca (AI Adoption Lead, Bucharest): id, title, category, one-line result, tags, live site. Call portfolio_get_project with {id} for full details.

ParametersJSON Schema
NameRequiredDescriptionDefault
langNoContent language (all content exists in both en and ro)en
Behavior4/5

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

Annotations already indicate readOnlyHint=true, destructiveHint=false, and idempotentHint=true, which the description does not contradict. The description adds behavioral context by specifying the return fields and the author/owner of the data, providing useful information beyond annotations.

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?

The description is extremely concise, consisting of two sentences with no wasted words. The most important information (what the tool returns) is front-loaded, and the follow-up suggestion is placed at the end. Every sentence earns its place.

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?

Given that there is no output schema, the description explicitly lists all fields returned (id, title, category, one-line result, tags, live site), which is complete for a listing tool. The single optional parameter is fully described in the schema, and the description provides context about the data source (Marian Matinca) and a clear next-step suggestion. No gaps are present.

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

Parameters3/5

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

The input schema covers the single parameter (lang) fully with a description and enum values (ro, en). The description does not repeat or add any parameter semantics beyond what the schema already provides, so a baseline score of 3 is appropriate.

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

Purpose5/5

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

The description clearly states the tool lists all projects by Marian Matinca with specific fields (id, title, category, one-line result, tags, live site) and contrasts with portfolio_get_project for full details. This specific verb+resource+scope makes its purpose unmistakable and distinguishes it from sibling tools.

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?

The description provides clear context by naming the author and location, and explicitly suggests calling portfolio_get_project for full details. It implies this tool is for summaries while the other is for details, but does not explicitly state when to avoid using this tool or describe alternative scenarios.

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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