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OpenSincera MCP Server

by miyaichi

OpenSincera MCP-Server

Ein Model Context Protocol (MCP)-Server, der Zugriff auf die OpenSincera-API zum Abrufen von Publisher-Metadaten, Verifizierungsinformationen und Analysen zur Werbequalität bietet.

Übersicht

OpenSincera ist eine Plattform, die Transparenz- und Verifizierungsdaten für digitale Werbe-Publisher bereitstellt. Dieser MCP-Server ermöglicht es KI-Assistenten und anderen Tools, auf die Publisher-Informationen von OpenSincera zuzugreifen, einschließlich Verifizierungsstatus, Metadaten, operativen Kennzahlen, Werbequalitätssignalen auf Geräteebene und Wettbewerbs-Benchmarks.

Related MCP server: mcp-samsclub-ads

Funktionen

  • Publisher-Suche: Suche nach Publishern anhand der Domain oder Publisher-ID

  • Abruf von Metadaten: Erhalten Sie detaillierte Publisher-Informationen, einschließlich Verifizierungsstatus, Kategorien und operativen Kennzahlen

  • Kennzahlen auf Geräteebene: Vergleich von A2CR, sichtbaren Anzeigen, Anzeigenaktualisierungsraten und mehr zwischen Mobilgeräten und Desktops

  • Wettbewerbs-Benchmarking: Vergleich eines Publishers mit ähnlichen Publishern im direkten Gegenüber

  • Medienbewertung: Bewertung und Einstufung mehrerer Publisher für die Mediaplanung von Werbetreibenden

  • Gesundheitsüberwachung: Überprüfung des Status der OpenSincera-API-Verbindung

  • Fehlerbehandlung: Umfassende Fehlerbehandlung mit detaillierten Fehlermeldungen

  • Eingabevalidierung: Robuste Eingabevalidierung mittels Zod-Schemas

Installation

Installieren Sie das Paket global über npm:

npm install -g opensincera-mcp-server

Voraussetzungen

  • Node.js 18.0.0 oder höher

  • OpenSincera API-Schlüssel

Einrichtung

  1. Klonen Sie das Repository:

git clone https://github.com/miyaichi/opensincera-mcp-server.git
cd opensincera-mcp-server
  1. Installieren Sie die Abhängigkeiten:

npm install
  1. Erstellen Sie das Projekt:

npm run build
  1. Richten Sie die Umgebungsvariablen ein:

export OPENSINCERA_API_KEY="your-api-key-here"
export OPENSINCERA_BASE_URL="https://open.sincera.io/api"  # Optional
export OPENSINCERA_TIMEOUT="10000"  # Optional (milliseconds)

Verwendung

Starten des Servers

npm start

Entwicklung

npm run dev

Konfiguration mit Claude Desktop

Fügen Sie je nach Installationsmethode Folgendes zu Ihrer Claude Desktop-Konfigurationsdatei hinzu.

Die Datei befindet sich unter:

  • macOS: ~/Library/Application Support/Claude/claude_desktop_config.json

  • Windows: %APPDATA%/Claude/claude_desktop_config.json

Option 1: Bei globaler Installation

Wenn Sie das Paket global über npm install -g installiert haben, ist der Befehl direkt im Systempfad verfügbar.

{
  "mcpServers": {
    "opensincera": {
      "command": "opensincera-mcp-server",
      "env": {
        "OPENSINCERA_API_KEY": "your-api-key-here"
      }
    }
  }
}

Option 2: Bei Verwendung eines lokalen Klons

Wenn Sie das Repository lokal geklont haben, müssen Sie den vollständigen Pfad zum Skript angeben. Denken Sie daran, /path/to/ durch den tatsächlichen absoluten Pfad zum Projektverzeichnis zu ersetzen.

{
  "mcpServers": {
    "opensincera": {
      "command": "node",
      "args": ["/path/to/opensincera-mcp-server/dist/index.js"],
      "env": {
        "OPENSINCERA_API_KEY": "your-api-key-here"
      }
    }
  }
}

Beispiel-Prompts für Claude Desktop

Nach der Konfiguration können Sie diese natürlichsprachlichen Prompts in Claude Desktop verwenden:

Grundlegender Gesundheitscheck

Check the OpenSincera API connection status

Suche nach Publisher-Domain

Get publisher information for yahoo.com from OpenSincera

Detaillierte Analyseanfrage

Analyze the publisher metrics for cnn.com and explain:
- Their verification status
- Ad to content ratio and what it means
- Supply chain complexity
- Overall advertising quality

Vergleich auf Geräteebene

Show me the mobile vs desktop ad quality metrics for nytimes.com

Wettbewerbs-Benchmarking

Compare businessinsider.com against its similar publishers

Mobil-fokussierte Medienbewertung

Evaluate these publishers for a mobile branding campaign:
- nytimes.com
- washingtonpost.com
- reuters.com
Use device: mobile

Suche nach Publisher-ID

Get detailed information for OpenSincera Publisher ID 2737

Fragen zum geschäftlichen Kontext

I'm considering running ad campaigns on forbes.com.
Can you check their OpenSincera profile and tell me:
- Is this a verified publisher?
- What's their ad refresh rate and is it good or bad?
- How many supply paths do they have?
- Would you recommend this publisher for quality ad placement?

Diese Prompts lösen automatisch die entsprechenden OpenSincera MCP-Tools aus und liefern formatierte Antworten mit detaillierten Erklärungen der Kennzahlen.

Verfügbare Tools

get_publisher_metadata

Abrufen von Publisher-Metadaten von der OpenSincera-API.

Parameter:

  • publisherId (optional): Zu suchende Publisher-ID

  • publisherDomain (optional): Zu suchende Publisher-Domain

  • limit (optional): Maximale Anzahl der Ergebnisse (1-100)

  • offset (optional): Anzahl der zu überspringenden Ergebnisse

Hinweis: Entweder publisherId oder publisherDomain muss angegeben werden.

Beispiel:

{
  "publisherDomain": "example.com"
}

get_publisher_by_domain

Abrufen eines einzelnen Publishers anhand des Domainnamens.

Parameter:

  • domain (erforderlich): Zu suchende Publisher-Domain

Beispiel:

{
  "domain": "example.com"
}

get_publisher_by_id

Abrufen eines einzelnen Publishers anhand der Publisher-ID.

Parameter:

  • publisherId (erforderlich): Zu suchende Publisher-ID

Beispiel:

{
  "publisherId": "12345"
}

compare_publishers

Vergleich eines Publishers mit ähnlichen Publishern (Wettbewerbs-Benchmark). Ruft den Ziel-Publisher und die von OpenSincera kuratierten ähnlichen Publisher ab und erstellt dann einen direkten Vergleich der wichtigsten Kennzahlen.

Parameter:

  • domain (erforderlich): Zu benchmarkende Publisher-Domain

  • device (optional): Gerätetyp für den Kennzahlenvergleich — overall (Standard), mobile oder desktop

Beispiel:

{
  "domain": "businessinsider.com",
  "device": "mobile"
}

evaluate_media

Bewertung und Einstufung mehrerer Publisher-Domains für die Mediaplanung von Werbetreibenden. Jeder Publisher erhält eine Punktzahl (0–100) basierend auf Werbequalitätskennzahlen, Integrität der Lieferkette und Identitätsabdeckung, gewichtet nach Kampagnenziel.

Parameter:

  • domains (erforderlich): Liste der zu bewertenden Publisher-Domains

  • campaignGoal (optional): branding, performance oder balanced (Standard)

  • language (optional): Ausgabesprache — en (Standard) oder ja

  • device (optional): Gerätetyp für die Bewertung — overall (Standard), mobile oder desktop

Beispiel:

{
  "domains": ["nytimes.com", "washingtonpost.com", "reuters.com"],
  "campaignGoal": "branding",
  "device": "desktop"
}

health_check

Überprüfung des Gesundheitsstatus der OpenSincera-API-Verbindung.

Parameter: Keine

Antwortformat

Antwort zu Publisher-Metadaten

{
  "publishers": [
    {
      "publisherId": "1",
      "publisherName": "Business Insider",
      "ownerDomain": "insider-inc.com",
      "domain": "businessinsider.com",
      "status": "active",
      "lastUpdated": "2026-04-14T01:00:25.419Z",
      "categories": [],
      "verificationStatus": "verified",
      "parentEntityId": 59072,
      "similarPublishers": [41, 67, 405],
      "deviceMetrics": {
        "mobile": {
          "avgAdsToContentRatio": 0.265,
          "maxAdsToContentRatio": 1.0,
          "minAdsToContentRatio": 0.0,
          "avgAdUnitsInView": 1.611,
          "maxAdUnitsInView": 4.0,
          "averageRefreshRate": 58.441,
          "maxRefreshRate": 420.0,
          "minRefreshRate": 5.0,
          "percentageOfAdSlotsWithRefresh": 98.78
        },
        "desktop": {
          "avgAdsToContentRatio": 0.231,
          "maxAdsToContentRatio": 1.0,
          "minAdsToContentRatio": 0.0,
          "avgAdUnitsInView": 2.577,
          "maxAdUnitsInView": 9.0,
          "averageRefreshRate": 81.096,
          "maxRefreshRate": 590.0,
          "minRefreshRate": 5.0,
          "percentageOfAdSlotsWithRefresh": 84.99
        }
      },
      "metadata": {
        "description": "Business Insider tells the global tech, finance...",
        "primarySupplyType": "web",
        "avgAdsToContentRatio": 0.249,
        "avgAdsInView": 2.088,
        "avgAdRefresh": 72.489,
        "totalUniqueGpids": 946,
        "idAbsorptionRate": 0.5,
        "avgPageWeight": 27.843,
        "avgCpu": 254.671,
        "totalSupplyPaths": 118,
        "resellerCount": 69,
        "slug": "business-insider"
      }
    }
  ],
  "totalCount": 1,
  "hasMore": false
}

Antwort zum Gesundheitscheck

{
  "healthy": true,
  "timestamp": "2026-04-14T10:00:00Z"
}

Umgebungsvariablen

Variable

Beschreibung

Standard

Erforderlich

OPENSINCERA_API_KEY

Ihr OpenSincera API-Schlüssel

-

Ja

OPENSINCERA_BASE_URL

OpenSincera API-Basis-URL

https://open.sincera.io/api

Nein

OPENSINCERA_TIMEOUT

Anfrage-Timeout in Millisekunden

10000

Nein

Fehlerbehandlung

Der Server bietet eine umfassende Fehlerbehandlung für häufige Szenarien:

  • Authentifizierungsfehler (401): Ungültiger oder fehlender API-Schlüssel

  • Autorisierungsfehler (403): Unzureichende Berechtigungen

  • Nicht gefunden-Fehler (404): Publisher nicht gefunden

  • Ratenbegrenzung (429): API-Ratenlimit überschritten

  • Netzwerkfehler: Verbindungsprobleme oder Timeouts

  • Validierungsfehler: Ungültige Eingabeparameter

Entwicklung

Skripte

  • npm run build - TypeScript-Projekt bauen

  • npm run dev - Im Entwicklungsmodus mit Hot-Reload ausführen

  • npm test - Tests ausführen

  • npm run lint - ESLint ausführen

  • npm run format - Code mit Prettier formatieren

Projektstruktur

src/
├── index.ts                 # Main MCP server entry point and tool definitions
├── opensincera-service.ts   # OpenSincera API client and data models
├── metadata-descriptions.ts # Field descriptions and formatted output
└── analysis.ts              # Scoring, comparison, and evaluation logic

Mitwirken

  1. Forken Sie das Repository

  2. Erstellen Sie einen Feature-Branch

  3. Führen Sie Ihre Änderungen durch

  4. Fügen Sie Tests für neue Funktionen hinzu

  5. Führen Sie die Test-Suite aus

  6. Senden Sie einen Pull Request

Lizenz

Dieses Projekt ist unter der MIT-Lizenz lizenziert - siehe die LICENSE-Datei für Details.

Support

Bei Problemen mit diesem MCP-Server öffnen Sie bitte ein Issue auf GitHub.

Für Probleme mit der OpenSincera-API wenden Sie sich bitte direkt an den OpenSincera-Support.

Changelog

v1.0.4

  • Unterstützung für device_level_metrics hinzugefügt: Aufschlüsselung nach Mobilgerät und Desktop für A2CR, sichtbare Anzeigen, Anzeigenaktualisierungsrate (Durchschnitt/Min/Max) und Prozentsatz der Anzeigenplätze mit Aktualisierung

  • compare_publishers-Tool hinzugefügt: Wettbewerbs-Benchmark im direkten Vergleich mit ähnlichen Publishern

  • evaluate_media-Tool hinzugefügt: Bewertung und Einstufung mehrerer Publisher nach Kampagnenziel (Branding/Performance/Balanced)

  • device-Parameter zu compare_publishers und evaluate_media für Analysen spezifisch für Mobilgeräte/Desktops hinzugefügt

  • analysis.ts-Modul für Bewertungs- und Berichtslogik hinzugefügt

v1.0.3

  • Funktionen zum Vergleich und zur Bewertung von Publishern hinzugefügt

  • Struktur der Publisher-Metadaten um owner_domain, domain, parent_entity_id und similar_publishers aktualisiert

v1.0.2

  • Versions-Update und Stabilitätsverbesserungen

v1.0.0

  • Erstveröffentlichung

  • Grundlegende Publisher-Suchfunktion

  • Health-Check-Endpunkt

  • Umfassende Fehlerbehandlung

  • Eingabevalidierung

Available Tools

4 tools
get_publisher_by_domainB

Get detailed publisher information by domain name with comprehensive metric descriptions. Returns formatted data including performance metrics, supply chain information, and detailed explanations of each field's meaning and business impact.

ParametersJSON Schema
NameRequiredDescriptionDefault
domainYesPublisher domain to search for

TDQS

B3.2/5.0
Behavior3/5

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

With no annotations provided, the description carries the full burden of behavioral disclosure. It does mention the comprehensive nature of the returned data ('performance metrics, supply chain information, detailed explanations'), which adds useful context about output richness. However, it doesn't address important behavioral aspects like error handling, rate limits, authentication requirements, or whether this is a read-only operation (though 'get' implies it likely is).

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

Conciseness4/5

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

The description is reasonably concise with two sentences that pack substantial information. The first sentence states the core functionality, while the second elaborates on the return data. There's no obvious fluff or redundancy. However, it could be slightly more front-loaded by mentioning the comprehensive return data earlier.

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

Completeness3/5

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

Given the single parameter with full schema coverage and no output schema, the description provides adequate but incomplete context. It helpfully describes the richness of the return data ('comprehensive metric descriptions', 'performance metrics', 'supply chain information'), which compensates for the missing output schema. However, for a tool that returns complex data structures, more detail about the response format would be beneficial.

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 has 100% description coverage, with the single 'domain' parameter clearly documented. The description doesn't add any parameter-specific information beyond what the schema already provides. It mentions 'domain name' but doesn't elaborate on format requirements, validation rules, or examples. The baseline score of 3 is appropriate when the schema does the heavy lifting.

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?

The description clearly states the tool's purpose: 'Get detailed publisher information by domain name' which is a specific verb+resource combination. It distinguishes itself from sibling tools like 'get_publisher_by_id' by specifying the domain-based lookup approach. However, it doesn't explicitly contrast with 'get_publisher_metadata' which might have overlapping functionality.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives. While it mentions domain-based lookup, it doesn't specify when to choose this over 'get_publisher_by_id' (ID-based lookup) or 'get_publisher_metadata' (which might provide different metadata). There's no mention of prerequisites, error conditions, or typical use cases.

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

get_publisher_by_idC

Get detailed publisher information by Publisher ID with comprehensive metric descriptions. Returns formatted data including performance metrics, supply chain information, and detailed explanations of each field's meaning and business impact.

ParametersJSON Schema
NameRequiredDescriptionDefault
publisherIdYesPublisher ID to search for

TDQS

C2.9/5.0
Behavior2/5

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

No annotations are provided, so the description carries the full burden of behavioral disclosure. It describes the return content ('formatted data including performance metrics, supply chain information, and detailed explanations') but lacks critical behavioral details such as error handling (e.g., what happens if the ID is invalid), authentication requirements, rate limits, or data freshness. For a read operation with zero annotation coverage, this is a significant gap.

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

Conciseness4/5

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

The description is appropriately sized and front-loaded, starting with the core purpose. Both sentences earn their place: the first defines the action and scope, and the second elaborates on the return data. There's no unnecessary verbosity, making it efficient for an agent to parse.

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

Completeness3/5

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

Given the tool's complexity (a single-parameter read operation) and the absence of annotations and output schema, the description is moderately complete. It covers the purpose and return content but misses behavioral aspects like error handling or prerequisites. Without an output schema, it should ideally detail the return structure more explicitly, but it provides enough context for basic use, albeit with gaps.

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 has 100% description coverage, with the single parameter 'publisherId' documented as 'Publisher ID to search for.' The description adds minimal value beyond this, only implying the parameter is used to fetch data. Since the schema already does the heavy lifting, the baseline score of 3 is appropriate, as the description doesn't provide additional syntax, format, or usage details for the parameter.

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?

The description clearly states the tool's purpose: 'Get detailed publisher information by Publisher ID with comprehensive metric descriptions.' It specifies the verb ('Get'), resource ('publisher information'), and key identifier ('Publisher ID'). However, it doesn't explicitly differentiate from sibling tools like get_publisher_by_domain or get_publisher_metadata, which likely retrieve similar data using different identifiers or scopes.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus alternatives. It mentions the tool retrieves data by Publisher ID but doesn't compare it to siblings like get_publisher_by_domain (which might use a domain instead) or get_publisher_metadata (which could offer different data types). Without such context, an agent might struggle to choose the correct tool for a given scenario.

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

get_publisher_metadataA

Get detailed publisher metadata from OpenSincera API with comprehensive field descriptions. Requires either publisherId or publisherDomain.

Returns publisher information including:

  • Basic Info: Publisher ID, name, domain, status, verification status, contact info, categories

  • Performance Metrics: Ads to Content Ratio (A2CR), Ads in View, Ad Refresh Rate, Page Weight, CPU Usage

  • Supply Chain: Total Supply Paths, Reseller Count, Global Publisher IDs (GPIDs)

  • Identity: ID Absorption Rate

Each metric includes detailed explanations of what it measures and its business implications.

ParametersJSON Schema
NameRequiredDescriptionDefault
publisherIdNoPublisher ID to search for
publisherDomainNoPublisher domain to search for
limitNoMaximum number of results to return (1-100)
offsetNoNumber of results to skip

TDQS

A3.8/5.0
Behavior3/5

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

No annotations are provided, so the description carries the full burden. It discloses that the tool returns detailed publisher information with metrics and explanations, which adds behavioral context. However, it lacks details on error handling, rate limits, authentication needs, or response format structure, leaving gaps for a tool with no annotation coverage.

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

Conciseness4/5

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

The description is appropriately sized and front-loaded, starting with the core purpose and requirements. The bullet-point list efficiently organizes return information, but some sentences could be more concise (e.g., 'Each metric includes detailed explanations...' might be implied). Overall, it earns its place with minimal waste.

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

Completeness3/5

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

Given no annotations and no output schema, the description provides good context on what the tool does and returns, including metric explanations. However, it lacks details on error cases, response format, or pagination behavior (implied by limit/offset but not explained), making it incomplete for full agent understanding without structured data.

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%, so the schema already documents all parameters (publisherId, publisherDomain, limit, offset). The description adds value by specifying that either publisherId or publisherDomain is required, which clarifies semantics beyond the schema's optional parameters. However, it does not provide additional details on parameter interactions or usage examples.

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's purpose with a specific verb ('Get') and resource ('detailed publisher metadata from OpenSincera API'), including comprehensive field descriptions. It distinguishes from sibling tools (get_publisher_by_domain, get_publisher_by_id) by emphasizing comprehensive metadata rather than basic lookup, and explicitly mentions it accepts either publisherId or publisherDomain.

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 for when to use this tool ('Requires either publisherId or publisherDomain') and implies usage for detailed metadata. However, it does not explicitly state when to use this vs. the sibling tools (e.g., get_publisher_by_domain/get_publisher_by_id), which might be for simpler lookups, nor does it mention exclusions or alternatives.

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

health_checkB

Check the health status of the OpenSincera API connection

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

TDQS

B3.3/5.0
Behavior2/5

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

With no annotations provided, the description carries full burden for behavioral disclosure. It states what the tool does but doesn't describe what 'health status' means (e.g., returns success/failure, latency metrics, error details), whether it requires authentication, or what happens on failure. This leaves significant behavioral gaps for a monitoring tool.

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, focused sentence with no wasted words. It's front-loaded with the core purpose and efficiently communicates the essential information without unnecessary elaboration.

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

Completeness2/5

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

For a health check tool with no annotations and no output schema, the description is insufficient. It doesn't explain what constitutes 'health status' or what the return values might be (e.g., boolean status, detailed diagnostics, error messages). Given the lack of structured fields, the description should provide more operational context.

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 has 0 parameters with 100% schema description coverage, so the schema already fully documents the parameter situation. The description appropriately doesn't discuss parameters, maintaining focus on the tool's purpose. Baseline for 0 parameters is 4.

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?

The description clearly states the action ('Check') and target ('health status of the OpenSincera API connection'), providing a specific verb+resource combination. However, it doesn't differentiate from sibling tools (which are all publisher-related), though this may not be necessary since health_check serves a distinct monitoring purpose.

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 for verifying API connectivity, but provides no explicit guidance on when to use it versus alternatives or prerequisites. It doesn't mention if this should be used before other operations or as a diagnostic tool, leaving usage context somewhat vague.

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

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 4 tool updatesv1.0.0
    • Changedget_publisher_by_domain1 field changed
      • addedInput schema / additionalProperties
        Added value: +false
    • Changedget_publisher_by_id1 field changed
      • addedInput schema / additionalProperties
        Added value: +false
    • Changedget_publisher_metadata1 field changed
      • addedInput schema / additionalProperties
        Added value: +false
    • Changedhealth_check1 field changed
      • addedInput schema / additionalProperties
        Added value: +false
  2. 4 tool updates
    • First observedget_publisher_by_domain
    • First observedget_publisher_by_id
    • First observedget_publisher_metadata
    • First observedhealth_check

TDQS

B3.1/5.0

Scored across 4 tools

Disambiguation3/5

The first three tools (get_publisher_by_domain, get_publisher_by_id, get_publisher_metadata) have overlapping purposes, as they all retrieve publisher information with only slight variations in input parameters, which could cause confusion for an agent. However, the health_check tool is clearly distinct, providing a separate API connection check function.

Naming Consistency4/5

The tool names follow a consistent verb_noun pattern (e.g., get_publisher_by_domain, health_check), with all using snake_case. The only minor deviation is that health_check uses a compound noun without a preceding verb like 'get', but it still fits the general naming convention.

Tool Count3/5

With only 4 tools, the server feels thin for its apparent domain of publisher analytics, as it lacks operations for updating, creating, or deleting data, which limits functionality. However, the count is reasonable for a basic read-only interface.

Completeness2/5

The tool set is severely incomplete for a publisher analytics domain, as it only provides read operations (get and health check) without any create, update, or delete capabilities. This creates significant gaps that could lead to agent failures when full lifecycle management is needed.

Maintenance

ActivityInactive
ResponsivenessNo issues

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