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  • A
    license
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    Recommends study designs for a research question, states the identifying assumptions to verify, and returns runnable R, Python, or Julia code with a formatted citation for every source, drawn from methodological textbooks, an R package, and research articles on causal inference, econometrics, statistics, and machine learning.
    6
    MIT
  • A
    license
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    quality
    A
    maintenance
    Enables coding assistants to access Perplexity AI for quick fact-checking and in-depth research. Provides two tools: lookup for fast documentation queries and answer for comprehensive research with recommendations.
    2
    43 npm
    1
    MIT
  • A
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    quality
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    maintenance
    Provides access to OpenAlex's catalog of 240+ million scholarly works through 18 specialized tools for conducting literature reviews, analyzing citations, tracking research trends, and mapping the scholarly landscape including authors, institutions, and collaboration networks.
    31
    367 npm
    58
    MIT
  • A
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    Not graded
    quality
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    maintenance
    Enables host assistants to discover and read the toolkit’s research methods over a local stdio MCP connection, supporting research planning, literature work, scientific reasoning, writing, figures, and academic document workflows. It does not itself search scholarly databases, generate research results, compile documents, or call models.
    1
    MIT
  • F
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    A read-only MCP server for ServiceNow that provides deep visibility across multiple instances via query, schema inspection, identity, workflow, and code search tools.
    1
    40 npm
    -
  • A
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    maintenance
    Agent Ready is an AI agent readability scanner — point it at any public URL and get back a 0–100 score plus per-check remediation hints for every failing check. This package wraps the same engine that powers agent-ready.dev as an MCP server, so Claude Desktop, Claude Code, Cursor, Cline, VS Code, and Windsurf can run scans inline and explain the results.
    4
    209 npm
    2
    MIT
  • A
    license
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    quality
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    Reads the Small Print record: what MCP servers, agent skills and plugins tell an AI agent, hashed every version and diffed between releases, each change graded by a printed rule, with public advisories joined by version. Three read-only tools; nothing is executed.
    4
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Provides AI assistants with access to University of Alabama at Birmingham's Research Computing documentation, enabling users to search and retrieve information about the Cheaha HPC cluster, SLURM job scheduling, storage systems, and available software tools.
    5
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides read-only tools to search, read, and look up Natural API documentation from an AI agent, enabling documentation lookup without credentials.
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides AI coding tools with queryable documentation for the AK (Active Kernel) event-driven MCU framework, including API signatures, guides, and guardrails.
    8
    2
    Apache 2.0
  • A
    license
    A
    quality
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    maintenance
    An MCP server for TradeCanvas Trading Chart, so a coding agent looks names up instead of guessing them. It answers from a catalog generated from the library's own code: the same version, the same names.
    7
    31
    MIT
  • A
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    quality
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    maintenance
    Provides access to Ant Design component library documentation and information for automated code generation. Enables searching components by category or keyword, retrieving component props, examples, API documentation, and available icons.
    6
    8 npm
    ISC
  • A
    license
    A
    quality
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    maintenance
    Connects a Zotero research library to AI assistants so users can search items by title, author, tag, collection, full text, or meaning, read metadata and PDF content, add annotations, and add or organize papers by DOI, URL, ISBN, or BibTeX. It works in local or web mode and is available both as an MCP server for chat apps and as a CLI plus agent skill for shell-based agents.
    41
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to search and browse a curated catalog of 330+ third-party APIs and MCP servers using tools like search_apis, get_api, get_reviews, and list_categories, with no API key required.
    4
    102 npm
    32
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI agents to efficiently process large local and online PDFs through selective extraction of text, images, and metadata. It provides tools for content search and document outline navigation to optimize context window usage.
    7
    16
    ISC
  • A
    license
    A
    quality
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    maintenance
    Comprehensive MCP server for academic research workflows, enabling paper searching across multiple sources, manuscript processing with citation placeholders, search caching, and citation export.
    11
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    An MCP server that exposes a live Dwarf Fortress fort to an AI agent as a small set of curated, semantic tools — a fortress co-pilot and early-warning advisor, not an autopilot. It provides read-only sensors and reference tools to observe the game state and retrieve game data.
    37
    66 npm
    2
    ISC
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to discover and read Typeship API documentation and execute API operations through schema-validated MCP tools, with optional read-only mode and configurable result limits.
    3
    125 npm
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Provides AI assistants with structured, read-only information about Noto CRM, including pricing, features, AI agent capabilities, competitor comparisons, and use cases, with bilingual French/English responses and no external dependencies.
    15
    47 npm
    MIT
  • A
    license
    A
    quality
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    maintenance
    An MCP server that provides indexed, searchable access to Anthropic Claude and Google Gemini documentation, with full-text search, page fetching, and section listing capabilities.
    4
    MIT