F
licenseNot graded
qualityD
maintenanceEnables natural language queries to search GitHub for trending repositories by topic, summarize project READMEs, and compare multiple repos to uncover ecosystem patterns.
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OSSInsight MCP Server
by damonxue
Related Servers
Alternatives to OSSInsight MCP Server
No user-submitted related servers found.
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- AlicenseNot gradedqualityDmaintenanceEnables AI agents to perform GitHub analytics and management tasks, including repository analysis, PR summarization, issue triage, release notes generation, and contributor statistics.29 npmMIT
- AlicenseBqualityDmaintenanceEnables interaction with GitHub repositories, issues, pull requests, and code search through natural language. Supports self-hosted deployment with built-in analytics and flexible authentication options.34MIT
- FlicenseNot gradedqualityDmaintenanceEnables users to interact with GitHub via natural language requests, executing API calls and returning structured responses.-
- FlicenseAqualityDmaintenanceEnables natural-language queries about public GitHub repositories, including issues, pull requests, repo metadata, and READMEs, via the GitHub API.5-
- FlicenseNot gradedqualityBmaintenanceEnables AI assistants to query GitHub data directly through natural language, including user profiles, repositories, issues, and search.-
TDQS
A3.5/5.0
Scored across 5 tools
Disambiguation5/5
Each tool has a clearly distinct purpose with no overlap. get_collection and list_collections handle collections, get_developer_analysis focuses on developers, get_repo_analysis targets repositories, and natural_language_query provides a unique chat interface. The descriptions make it easy to differentiate between these five distinct functions.
Naming Consistency5/5
All tools follow a consistent verb_noun pattern with snake_case naming. The verbs (get, list, natural_language) are appropriately descriptive for their actions, and the nouns (collection, developer_analysis, repo_analysis, query) clearly indicate the target resources. There are no deviations in naming conventions.
Tool Count5/5
With 5 tools, this server is well-scoped for its purpose of providing GitHub data analysis through OSSInsight. Each tool serves a specific, valuable function without redundancy, covering collections, repositories, developers, and natural language queries. This count is appropriate and manageable for the domain.
Completeness4/5
The tool surface covers the core OSSInsight functionality well, including collection management, repository and developer analysis, and natural language queries. A minor gap exists in the lack of update or delete operations for collections, but given the server's focus on data retrieval and analysis rather than management, this is a reasonable limitation that agents can work around.
Maintenance
ActivityInactive
ResponsivenessNo issues