aik-mcp
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- AlicenseNot gradedqualityBmaintenanceEnables agents to semantically search and read curated local markdown knowledge bases through MCP, with optional CLI and dashboard tooling.MIT
- AlicenseAqualityCmaintenanceEnables AI agents to connect local knowledge bases, preview and index selected directories, search for traceable snippets with source metadata, and read indexed document versions through MCP tools.6MIT
- AlicenseNot gradedqualityCmaintenanceExposes MCP tools to list, search, and load Markdown skills from a local folder, enabling coding agents to discover and reuse procedural knowledge.MIT
- FlicenseAqualityCmaintenanceEnables MCP-compatible clients to search and read local markdown documentation, allowing agents to retrieve relevant doc snippets or full files by path.2-
- AlicenseAqualityAmaintenanceProvides AI agents with a local, private Markdown-based memory vault and SQLite search. Enables agents to search, read, list, and traverse linked knowledge pages via MCP with zero external runtime dependencies.798 PyPI7MIT
- FlicenseNot gradedqualityCmaintenanceEnables users to index local Markdown articles and then search, filter, list, and retrieve them through MCP tools while keeping all content on the local machine.-
TDQS
Scored across 13 tools
Most tools are distinct, but install, reinstall, and update heavily overlap: update 'updates a previously installed item if a newer version is available' while reinstall 'uninstalls the old entry and installs the latest version,' making the boundary confusing. delete (KB item) vs uninstall (project) is clearer, but the install lifecycle verbs remain ambiguous.
All names are lowercase snake_case with predictable verb or verb_noun structure (search, get, get_asset, list_installed, check_updates, uninstall_all). No mixed conventions or vague verbs.
13 tools is well within the ideal range and each maps to a reasonable operation in a content-knowledge-base plus install-management domain.
The surface covers search, read, write, delete, list, asset retrieval, and the full install/uninstall/update lifecycle, which is strong. The only weakness is redundancy among reinstall/update rather than a missing operation.