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    Five-layer agent memory over MCP. zenbrain_store routes each memory: steps to a procedure, emotional weight to an episode, high confidence to a pinned core memory, the rest to a semantic fact. zenbrain_recall returns results with id and layer; zenbrain_forget deletes one plus what consolidation linked to it; zenbrain_consolidate runs one sleep-like pass. Local SQLite, no account, no network call.
    5
    28
    Apache 2.0
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    Stop hallucinating numbers. An MCP server that runs every math expression through four independent numeric engines in parallel and returns all four results side by side — so when they disagree, you know the answer is numerically unreliable.
    2
    21 npm
    MIT
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    Enables production-grade answer verification for LLM agents by independently re-checking answers with a configurable verifier model, enforcing confidence policies, and producing Ed25519-signed, auditable verification results with optional web search and knowledge-base evidence.
    3
    MIT
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    Enables coding agents to query files, logs, and search results through TypeSafe Jev's typed, probabilistic answers, so they retrieve only the needed conclusion instead of raw context. Supports classification, scoring, yes/no checks, extraction, page ranking, and injection screening.
    11
    171 npm
    MIT
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    Keyless, local MCP server bringing ISTQB / OWASP / IEEE / ISO / EU AI Act QA standards into your AI client. Standards-grounded retrieval, deterministic QA effort estimation, automated QA document quality review (0-100 rubric), and JUnit/CSV test-results flakiness analysis.
    6
    116 PyPI
    7
    Apache 2.0
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    Enables Claude to generate and edit images through a live-discovered model catalog, including masked edits and exact output sizes, with browser-based sign-in and cost-annotated saved results. It runs locally over stdio and stores images in a configurable directory.
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    MIT
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    Provides twelve read-only tools that report how often ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews name and cite a brand, covering visibility, share of voice, sentiment, competitor mentions, sources, alerts and ranked recommendations with the underlying answers. It lets users query these measurements directly from Claude, Cursor or any MCP client, with denominators and null-handling rules included so results are interpreted correctly.
    12
    62 npm
    MIT
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    Enables MCP-compatible clients to discover Maginary's image/video generation flags, submit generation requests, and poll for results, including support for API-key and OAuth authentication.
    13
    26 PyPI
    1
    MIT
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    Enables a local STDIO MCP client to submit tasks to your own Notion personal AI chats, resume reading results by job ID after timeouts or disconnects, and send follow-up corrections in the same thread. Full long-form answers, code files, and SHA-256 hashes are saved to local files so complete outputs can be retrieved rather than just short previews.
    4
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    MIT
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    Enables private, one-shot image generation and editing via a self-hosted ComfyUI, with a simple model-agnostic tool surface and results delivered directly to the client without server-side storage.
    8
    MIT
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    Manages a local fleet of llama.cpp GGUF models, enabling AI agents to discover, start, stop, test, and query evaluation results for llama-server processes.
    6
    18 npm
    MIT
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    Enables any stdio MCP client to send evidence and allowed answers to a locally running Nimble model through Ollama and receive typed, validated results as choices, probabilities, or rubric scores. Supports three question types and includes diagnostics that check configuration, endpoint, and model availability without running inference.
    2
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    MIT
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    Enables LLMs to search open-source AI models by semantic meaning using directional coordinates and anchors, returning scored, ranked results in under 100ms.
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