OSSInsight MCP Server
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Server capabilities have not been inspected yet.
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| get_repo_analysisC | Get detailed analysis of a GitHub repository, including activity, stars, issues, and other metrics. |
| get_developer_analysisC | Get detailed analysis of a GitHub developer, including their activity and contributions. |
| get_collectionC | Get information about a specific collection of repositories |
| list_collectionsB | List all available repository collections |
| natural_language_queryC | Query GitHub data using natural language through the OSSInsight chat interface |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 5 tools
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.
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.
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.
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.