F
licenseNot graded
qualityD
maintenanceFacilitates integration of PrivateGPT with MCP-compatible applications, enabling chat functionalities and secure management of knowledge sources and user access.
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PipesHub MCP Server
Officialby pipeshub-ai
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TDQS
A4.4/5.0
Scored across 7 tools
Disambiguation5/5
Each tool has a clearly distinct role: search locates and resolves records, get_record_content reads/navigates/lookups, chat answers questions with citations, download_record fetches raw bytes, sources discovers connectors/models, directory handles people/groups/teams, and agents lists assistants. Cross-references in descriptions prevent confusion, and modes within get_record_content are well-separated.
Naming Consistency4/5
All tools share the pipeshub_ prefix and use snake_case, but the pattern mixes verbs (search, get, download, chat) with nouns (sources, directory, agents). This is a minor deviation since the verb/noun is still intuitive and readable.
Tool Count5/5
Seven tools cover the server's read-focused scope well. Each tool bundles related actions (e.g., get_record_content has three modes, directory has five actions), so the count is appropriately scoped without being bloated or too thin.
Completeness5/5
The server fully covers the retrieval/lookup side of knowledge management: search, full-content access, hierarchical navigation, identifier resolution, binary download, chat, source/model discovery, directory lookup, and agent listing. No obvious gaps for its stated purpose of querying an org's indexed data.
Maintenance
ActivityActive
ResponsivenessUnresponsive