Server Quality Checklist

Tool Scores

• search_tokenB
  3.4/5.0
  Behavior3/5

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

  With no annotations, the description must fully convey behavioral traits. It states the return data (last seen confidence, verdict, enrichment, bought/skipped), implying a read-only search operation. However, it does not explicitly confirm side effects (e.g., mutability), auth requirements, or rate limits. While the return description is helpful, it lacks depth on behavior.

  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 a single sentence, which is concise, but it packs multiple return items into a run-on structure. It is front-loaded with the action and result, making it efficient. However, minor structural improvement could enhance readability.

  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 simplicity (single parameter, no output schema, no annotations), the description provides a basic understanding of input and output. However, it lacks details on search behavior (e.g., partial match, case sensitivity) and error cases, leaving gaps for a complete understanding.

  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 schema covers 100% of parameters with a description for 'query' ('Token symbol or mint address to search'). The tool description adds no new meaning beyond this. Per the scoring guide, high schema coverage warrants a baseline of 3, and the description does not compensate further.

  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: 'Search for a token in the agent signal database.' It specifies the resource (token in database) and the action (search). The stated return fields (confidence, verdict, etc.) further clarify the purpose. This distinguishes it from sibling tools like 'get_agent_dna' or 'get_trade_history' which focus on other data.

  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 does not provide any guidance on when to use this tool over alternatives, nor does it mention prerequisites, limitations, or exclusions. Without such context, an AI agent may not know when this tool is appropriate or when to prefer a sibling tool.

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

• get_agent_dnaA
  3.6/5.0
  Behavior2/5

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

  No annotations exist, so the description carries the full burden. It only describes what is returned, not behavioral traits like side effects, mutation, or performance. Minimal transparency beyond the output contents.

  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 sentence, front-loaded with the action and key information. No redundant or unnecessary text.

  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 complexity of DNA profile data, the description enumerates major categories (breed, 11 traits, performance stats, survival score). No output schema exists, so this listing helps. Slight ambiguity on whether multiple profiles are returned and how limit applies, but adequate.

  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?

  Input schema coverage is 100% with one parameter 'limit' described as 'Number of DNA profiles to return (defaults to all)'. The description does not add meaning beyond the schema; it mentions 'profile' singular but the parameter implies multiple possible. Baseline score 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 retrieves a DNA profile for Genesis Fletcher, listing specific contents (breed, trait scores, performance stats, survival score). It distinguishes from sibling tools like get_agent_status or get_trade_history.

  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 obtaining DNA profile details but provides no explicit guidance on when to use versus alternatives or when not to use. No exclusions or alternative suggestions.

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

• get_consciousness_feedA
  3.8/5.0
  Behavior3/5

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

  No annotations exist, so the description carries full burden. It discloses return content but lacks details on side effects (none expected for a read), authentication requirements, rate limits, or data freshness guarantees. Adequate but not exceptional.

  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 sentence, front-loaded with the core purpose, no fluff. Every word contributes 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?

  Given the tool's simplicity (one parameter, no output schema), the description adequately covers what the feed returns. Missing an example output format, but not critical for a straightforward list tool.

  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 sole parameter 'limit' has 100% schema description coverage ('Number of recent decisions'). The description does not add additional meaning beyond the schema, so baseline 3 applies.

  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 retrieves the 'real-time agent decision feed (Proof of Consciousness)' and enumerates the fields included (token, confidence, rug probability, etc.). It effectively distinguishes from sibling tools like get_agent_dna or get_agent_status, which have different purposes.

  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 real-time monitoring but does not explicitly state when to use this tool versus alternatives like get_trade_history or get_signals. No exclusion criteria or comparative guidance is provided.

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

• get_signalsA
  3.8/5.0
  Behavior3/5

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

  No annotations are provided, so the description must compensate. It mentions enrichment data types, hinting at the tool's behavior, but does not disclose return format, rate limits, or potential side effects. For a read-only tool, this is adequate but not comprehensive.

  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 conveys all key information—verb, resource, and enrichment features—without unnecessary words. It is front-loaded and efficient.

  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 simple parameters (2, none required) and no output schema, the description provides enough context for basic use. However, it lacks details on the output structure or potential edge cases, which would be beneficial for complete guidance.

  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 both parameters (chain with enum, limit with range). The description adds no additional meaning beyond what the schema provides, meeting the 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 the verb 'Get' and the resource 'latest Pump.fun trading signals' with specific enrichment details (runner detection, smart money overlap, LLM confidence scores). This effectively distinguishes it from sibling tools like get_trade_history or search_token, which serve different functions.

  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 retrieving trading signals, but provides no explicit when-to-use, when-not-to-use, or alternative guidance. With siblings like get_agent_status and get_consciousness_feed, the context is somewhat clear, but a brief exclusion would raise the score.

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

• get_trade_historyA
  3.8/5.0
  Behavior3/5

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

  No annotations, so description carries burden. It implies read-only retrieval, but doesn't mention any behavioral aspects like pagination, authentication, 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?

  Single sentence with no wasted words, front-loaded with purpose and key output fields.

  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?

  No output schema; description lists some fields but not all. For a simple 2-param tool, it's largely complete, but could detail return structure.

  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?

  100% schema coverage, description adds no extra meaning to parameters beyond what schema provides. Baseline 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?

  Description clearly states it retrieves closed trade history with specific data (PnL, mcap, hold duration, strategy, exit reason), and differs from sibling tools about agent state or token 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?

  No explicit when-to-use or alternatives. Context of sibling tools implies it's for historical trade data, but lacks guidance on when to prefer this over others.

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

• get_agent_statusA
  4.2/5.0
  Behavior4/5

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

  No annotations provided, so description carries full burden. It discloses the exact data fields returned (trading mode, strategy, positions, PnL, uptime, nodes). However, it does not mention side effects 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?

  Single sentence with front-loaded action and resource, listing items succinctly. No wasted words.

  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 no parameters or output schema, the description sufficiently explains the tool's function and output. It could mention return format or caching but is adequate for a simple status check.

  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?

  No parameters exist, so schema coverage is 100%. The description correctly adds no parameter info, meeting the baseline for zero-parameter tools.

  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 verb 'Get' and the resource 'current agent status', listing specific fields included. It distinguishes from sibling tools like get_agent_dna and get_signals by focusing on overall status.

  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 retrieving status but provides no explicit when-to-use or when-not-to-use guidance. It lacks alternatives or exclusions, though the parameterless nature reduces ambiguity.

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