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  • A
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    A local, read-only MCP server (plus CLI) over your own stock/ETF transaction log. A deterministic core computes drawdown-first risk with bootstrap confidence intervals and validates targets with walk-forward verdicts. The assistant narrates, but the number fence makes it structurally impossible for the model to produce a figure.
    8
    1
    AGPL 3.0
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    quality
    D
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    Provides AI job displacement data and automation risk assessments for over 59,000 occupations based on task-level analysis. It enables users to query risk scores, task-level breakdowns, career transition paths, and the latest AI-related employment news.
    9
    10 npm
    MIT
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    Fits a lithium-ion full-cell dual-water-tank model from charge/discharge voltage-capacity data for battery aging mechanism identification, with parameter fitting, batch processing, and MCP server integration.
    3
    4
    Apache 2.0
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    Enables MCP clients like Claude Desktop to query a grounded, citable corpus of five 2025 publications and a CV summary through tools and a resource, preventing hallucinations about the profile.
    MIT
  • A
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    B
    maintenance
    Provides LIWC-style dictionary scoring of text with deterministic, provenance-first analysis, enabling researchers and AI agents to perform reproducible text analysis via MCP tools.
    Apache 2.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    MCP server for gene family analysis, providing tools for FASTA validation and PlantCARE cis-element prediction, with backend task management for AI agents.
    -
  • F
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    Not graded
    quality
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    maintenance
    A multi-purpose MCP server that enables Reddit research for market validation, data visualization with charts, medicine information lookup, user preference management, and task management tools. Provides comprehensive utilities for research, data analysis, and personal productivity through natural language interactions.
    1
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  • A
    license
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    Enables users to select the optimal LLM for their specific task by aggregating benchmark data and user intent, returning a ranked shortlist with plain-English rationale.
    5
    MIT
  • A
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    quality
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    maintenance
    Read-only MCP server exposing AGmind Systems Lab's measured local-LLM benchmark claims (TTFT, inter-token latency, task success, etc.) on AMD Strix Halo and DGX Spark hardware via search, claim lookup, and measured-combination listing tools.
    3
    4
    Apache 2.0
  • A
    license
    A
    quality
    C
    maintenance
    Connects Zotero and Obsidian for an AI-assisted academic reading workflow, enabling paper fetching, structured note creation, highlight syncing, and review management.
    10
    MIT
  • F
    license
    A
    quality
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    maintenance
    Enables AI coding agents to run Tavily-powered web searches and asynchronous, cited research through MCP, with tools for focused search, task creation, and status retrieval.
    3
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  • A
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    quality
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    Enables AI assistants to query KumoRFM for predictive analytics on relational data, including graph management, natural language to PQL conversion, and training-free predictions.
    12
    26 PyPI
    34
    MIT
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    quality
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    maintenance
    An MCP server for the NASA Astrophysics Data System (ADS) that enables searching, citation graph traversal, and bibliography management for astrophysics literature. It provides tools for computing citation metrics, resolving astronomical object names, and managing paper libraries through natural language.
    11
    6
    MIT