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SophiaData
by SophiaData

Related Servers

Alternatives to openviking-mcp

No user-submitted related servers found.

    Related Servers

    • A
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      A read-only MCP server that lets you search current and historical facts from a time-indexed knowledge graph derived from a folder of Markdown/text documents, with verification against original sources. It exposes tools for status, fact search, history search, and revision lookup while keeping document insertion and modification to the CLI.
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    • F
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      MCP server that exposes one or more documentation folders (Markdown, MDX, TXT) to AI agents, enabling listing, reading, and searching of documentation files.
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    • F
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      A read-only MCP server that enables AI clients to search a knowledge base and retrieve complete source documents via narrow search and fetch tools.
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    • A
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      MCP server for a content-first knowledge base, enabling AI agents to search (full-text, semantic, hybrid) and retrieve Markdown documents, list content, and find related docs.
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    TDQS

    A4.2/5.0

    Scored across 3 tools

    Disambiguation5/5

    The three tools are clearly separated by purpose: ov_overview surveys structure, ov_search finds relevant documents semantically, and ov_read retrieves full text by URI. Their descriptions explicitly describe a progression, leaving little chance of misselection.

    Naming Consistency5/5

    All tools use the same ov_ prefix followed by a concise action-oriented suffix: search, read, overview. The naming is predictable and easy to scan.

    Tool Count5/5

    Three tools are well-scoped for a read-only knowledge-base MCP. Each operation covers a distinct stage of discovery and retrieval without redundant surface area.

    Completeness5/5

    The set covers the full retrieval lifecycle: survey available knowledge, search by meaning, then read full content. No obvious read-side gaps exist, and write operations are not implied by the server's purpose.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues