maven-mcp
Server Quality Checklist
Latest release: v1.0.3
- Disambiguation5/5
Each tool has a clear, distinct purpose: search for artifacts, get latest version, get all versions, get dependencies for a specific version, and compare dependencies between two versions. There is no overlap or ambiguity.
Naming Consistency5/5All tool names follow a consistent verb_noun pattern in camelCase (e.g., searchArtifacts, getLatestVersion). The naming is predictable and uniform across the set.
Tool Count5/5With 5 tools, the server is well-scoped for Maven artifact operations. It covers essential tasks without being too sparse or bloated, making it easy for an agent to navigate.
Completeness4/5The tool set covers core Maven artifact workflows: search, version listing, dependency retrieval, and version comparison. Missing are artifact metadata details (e.g., description, licenses) and transitive dependency analysis, but the surface is mostly complete for common use cases.
Average 3/5 across 5 of 5 tools scored. Lowest: 2.4/5.
See the Tool Scores section below for per-tool breakdowns.
- No community issues in the last 6 months
- 0 commits in the last 12 weeks
- No stable releases found
- No critical vulnerability alerts
- No high-severity vulnerability alerts
- No code scanning findings
- CI status not available
This repository is licensed under MIT License.
This repository includes a README.md file.
No tool usage detected in the last 30 days. Usage tracking helps demonstrate server value.
Tip: use the "Try in Browser" feature on the server page to seed initial usage.
Add a glama.json file to provide metadata about your server.
If you are the author, simply .
If the server belongs to an organization, first add
glama.jsonto the root of your repository:{ "$schema": "https://glama.ai/mcp/schemas/server.json", "maintainers": [ "your-github-username" ] }Then . Browse examples.
Add related servers to improve discoverability.
How to sync the server with GitHub?
Servers are automatically synced at least once per day, but you can also sync manually at any time to instantly update the server profile.
To manually sync the server, click the "Sync Server" button in the MCP server admin interface.
How is the quality score calculated?
The overall quality score combines two components: Tool Definition Quality (70%) and Server Coherence (30%).
Tool Definition Quality measures how well each tool describes itself to AI agents. Every tool is scored 1–5 across six dimensions: Purpose Clarity (25%), Usage Guidelines (20%), Behavioral Transparency (20%), Parameter Semantics (15%), Conciseness & Structure (10%), and Contextual Completeness (10%). The server-level definition quality score is calculated as 60% mean TDQS + 40% minimum TDQS, so a single poorly described tool pulls the score down.
Server Coherence evaluates how well the tools work together as a set, scoring four dimensions equally: Disambiguation (can agents tell tools apart?), Naming Consistency, Tool Count Appropriateness, and Completeness (are there gaps in the tool surface?).
Tiers are derived from the overall score: A (≥3.5), B (≥3.0), C (≥2.0), D (≥1.0), F (<1.0). B and above is considered passing.
Tool Scores
- Behavior1/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations exist, so the description must carry the full burden of behavioral disclosure. It only says 'Get dependencies', which implies a read operation, but fails to mention whether authentication is required, how errors are handled (e.g., missing version), response format, or any side effects. The description is critically insufficient for understanding the tool's behavior.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness2/5Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single sentence, which is concise in length but not in value. It is under-specified, lacking essential details. Brevity at the expense of completeness is not effective conciseness; the description should be longer to provide meaningful guidance.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Completeness1/5Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the tool's complexity (3 required parameters, no output schema, no annotations), the description is extremely incomplete. It does not explain what the output looks like (e.g., list of dependency coordinates), error conditions, pagination, or how to interpret results. The description fails to provide sufficient context for an AI agent to use the tool correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters3/5Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, with each parameter having a brief description (e.g., 'Maven group ID'). The tool description adds no additional meaning beyond what the schema already provides. Per the rubric, this warrants a baseline of 3, as the schema does the heavy lifting.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose4/5Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the action ('Get dependencies') and the resource ('for a specific artifact version'). It distinguishes from sibling tools like 'getLatestVersion' and 'searchArtifacts', which deal with different aspects of artifacts. The verb+resource is specific enough to convey the tool's primary function.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines2/5Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided on when to use this tool versus alternatives. The description does not specify prerequisites, context (e.g., when you need to resolve dependencies), or when not to use it. The sibling tools are listed externally but not differentiated in the description.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
- Behavior2/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
No annotations are provided, so the description carries full burden. It only states that it retrieves the latest version, but does not disclose behavior if the artifact is missing, what determines 'latest', or any side effects. For a read-only operation, minimal transparency is acceptable but still insufficient.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness4/5Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single concise sentence, front-loaded with the key action. It is not overly verbose, but could include a bit more context (e.g., 'Maven artifact') without losing conciseness.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Completeness2/5Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the absence of an output schema and annotations, the description lacks details on return format, error handling, or version selection logic. For a tool with two parameters and a specific purpose, more context is needed for an agent to use it correctly.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters3/5Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100% (both params have descriptions). The description adds no extra meaning beyond the schema. Baseline score of 3 is appropriate since the schema already documents the parameters adequately.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose4/5Does the description clearly state what the tool does and how it differs from similar tools?
The description 'Get only the latest version of an artifact' clearly states the verb and resource. The name and sibling tools (searchArtifacts, getDependencies, etc.) imply differentiation, though the description does not explicitly mention that this is for Maven artifacts or contrast with alternatives.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines2/5Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided on when to use this tool vs. siblings (e.g., when you need a single latest version vs. searching all artifacts or comparing versions). The description is purely declarative.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
- Behavior2/5
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description must disclose behavioral traits. It only says 'search by keyword' but doesn't mention side effects (likely none), authentication needs, rate limits, or what happens on failure. The absence of any behavioral context leaves significant gaps for a search tool.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness4/5Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, clear sentence at 6 words, which is very concise and front-loaded. It sacrifices no clarity for brevity, though it could be slightly more informative without becoming verbose.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Completeness3/5Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the tool has 3 parameters, no output schema, and no annotations, the description is somewhat underpowered. It covers the basic purpose but lacks explanation of return format, default behavior for 'fetchRealLatest', or error handling, making it minimally complete for a search tool.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters3/5Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the description doesn't need to add much. It does not elaborate on parameters beyond the schema, but the schema's descriptions ('Max results', 'Search query', 'Fetch real-time latest version') are adequate. Baseline 3 is appropriate as the description adds no extra semantic value.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose4/5Does the description clearly state what the tool does and how it differs from similar tools?
The description clearly states the tool searches for Maven artifacts by keyword, using the verb 'search' and resource 'Maven artifacts'. While it doesn't differentiate from siblings like 'getLatestVersion' or 'getDependencies', it implies a general search capability, which is distinct enough to avoid confusion.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines2/5Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance is provided on when to use this tool versus siblings. For example, it does not explain that 'searchArtifacts' is for finding artifacts by keyword while 'getLatestVersion' retrieves the latest version of a specific artifact. The agent is left to infer usage from names alone.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
- 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. It only implies a read operation ('Get') but discloses no behavioral details: no mention of return format, pagination, rate limits, authentication, or error behavior. The description is minimal and does not compensate for missing annotations.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness5/5Is the description appropriately sized, front-loaded, and free of redundancy?
The description is a single, concise sentence that directly states the tool's purpose. No extraneous words or redundant information. It is efficiently structured.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Completeness3/5Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The description is minimally adequate given the tool's simplicity and full schema coverage. However, it omits details about the output format, potential limit on number of versions returned, and error conditions. With no output schema, more explanation would improve usability.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters3/5Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%—both parameters already have clear descriptions in the input schema. The tool description adds no additional meaning beyond what the schema provides. Baseline is 3, and no extra value is added.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose5/5Does 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 'all available versions for a Maven library'. This distinguishes the tool from its siblings (e.g., getLatestVersion returns only the latest, searchArtifacts is broader) without needing explicit references.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines2/5Does 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 like searchArtifacts or getLatestVersion. It lacks any contextual hints about prerequisites, scope, or preference criteria.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
- 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 of disclosing behavioral traits. The description states that it compares dependencies but does not specify what the comparison includes (e.g., added, removed, upgraded dependencies), whether there are any side effects, or if it requires specific permissions or network access. This is minimal but acceptable given that 'compare' implies a read-only analysis.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Conciseness4/5Is the description appropriately sized, front-loaded, and free of redundancy?
The description is very concise at seven words, which is efficient. However, it could be even more effective with a bit more context about what the comparison reveals. Still, it is appropriately sized and front-loaded with the key action.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Completeness3/5Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the complexity of a dependency comparison tool with four required parameters and no output schema, the description is minimally adequate. It does not explain what the output looks like or how to interpret the comparison results. With no output schema, the description should provide more details about the return values to be truly complete.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Parameters4/5Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
Schema description coverage is 100%, so the baseline is 3. The description adds value by stating that it compares dependencies between two versions, which clarifies the role of 'fromVersion' and 'toVersion' as the old and new versions for comparison. However, it does not provide guidance on how to interpret the output or how the groupId and artifactId are used. The additional context justifies a slight increase above baseline.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Purpose4/5Does the description clearly state what the tool does and how it differs from similar tools?
The description 'Compare dependencies between two versions' clearly states the verb ('compare') and the resource ('dependencies between two versions'). It effectively distinguishes itself from sibling tools like getLatestVersion and getDependencies, though it does not explicitly differentiate itself.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Usage Guidelines3/5Does the description explain when to use this tool, when not to, or what alternatives exist?
The description implies usage for comparing dependencies, but does not provide guidance on when to use this tool versus when to use siblings like getDependencies (which likely fetches dependencies for a single version) or searchArtifacts. There are no explicit when-to-use or when-not-to-use instructions.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
GitHub Badge
Glama performs regular codebase and documentation scans to:
- Confirm that the MCP server is working as expected.
- Confirm that there are no obvious security issues.
- Evaluate tool definition quality.
Our badge communicates server capabilities, safety, and installation instructions.
Card Badge
Copy to your README.md:
Score Badge
Copy to your README.md:
Latest Blog Posts
- Who's Calling? MCP Hosts Are an Identity Blind Spot (And the Spec Knows It)By Om-Shree-0709 on .mcpAgent IdentityOAuth 2.1
- Your AI Chatbot Just Exposed Your CEO's Salary to an InternBy Om-Shree-0709 on .Agent IdentityMCP SecurityOAuth Delegation
- Why MCP Servers Need Execution Sandboxing (And Why Your Current Stack Isn't Enough)By Om-Shree-0709 on .Agentic AiPrompt InjectionWebAssembly
MCP directory API
We provide all the information about MCP servers via our MCP API.
curl -X GET 'https://glama.ai/api/mcp/v1/servers/IvanMikhailenka/maven-mcp'
If you have feedback or need assistance with the MCP directory API, please join our Discord server