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    maintenance
    MCP server that enables AI assistants to drive systematic literature review workflows, including screening, downloading, converting, and reviewing papers through natural language conversation.
    31
    AGPL 3.0
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    license
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    maintenance
    Provides AI assistants with direct access to Jamf official documentation, enabling them to answer Jamf-related questions by searching, retrieving articles, and browsing product documentation.
    6
    407 npm
    5
    MIT
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    A
    quality
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    maintenance
    Enables users to access, search, and get recommendations from AWS documentation through natural language queries. Supports both global AWS documentation and AWS China documentation with tools to fetch pages, search content, and discover related resources.
    3
    Apache 2.0
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    license
    A
    quality
    D
    maintenance
    Enables access to OpenTelemetry documentation by fetching and converting pages to markdown format and searching content using Google Custom Search. Provides comprehensive documentation lookup and search capabilities for OpenTelemetry concepts, instrumentation, and configuration.
    2
    3
    Apache 2.0
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    maintenance
    Read-only, keyless MCP server for searching and retrieving trading concepts, indicator details, families, and source code from the LuxAlgo Library.
    125
    48
    520 npm
    104
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables AI assistants to answer Laser SDK and LaserData Cloud questions from current documentation instead of training data, drawing on both the guides website and the public Python API surface. It provides ranked search, full-page retrieval, code example discovery, and related-page navigation across both corpora.
    8
    Apache 2.0
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    license
    A
    quality
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    maintenance
    Provides 14 enhanced intelligent search tools for both international platforms (GitHub, StackOverflow, NPM, etc.) and Chinese platforms (CSDN, Juejin, WeChat docs, etc.). Each tool includes smart URL generation, search tips, and related suggestions for comprehensive technical research.
    14
    6 npm
    14
    MIT
  • F
    license
    A
    quality
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    maintenance
    Enables AI models to search and read technical discussions, customizations, and error resolutions from the Sankhya Community forum. It provides tools to retrieve topic lists and extract clean content from specific posts to help resolve system-related issues.
    12
    -
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    license
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    quality
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    maintenance
    A codebase ontology and a cited wiki, both kept as Markdown in one folder on your disk. Typed graph answers — what a change affects, how two concepts connect, which wiki lines lack a citation — and every write lands as a Git diff a person reviews.
    40
    147
    MIT
  • A
    license
    A
    quality
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    maintenance
    Enables academic research through the OpenAlex API, allowing users to search for papers, authors, and institutions, retrieve citations, and fetch full-text content when available. Perfect for building intelligent research assistants that can explore academic literature and related works.
    8
    7
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables Claude Code users to search and read Apple Developer Documentation — frameworks, APIs, SwiftUI/UIKit symbols, Human Interface Guidelines, design resources, sample code, and WWDC session transcripts — directly in their session. It also retrieves code examples, platform compatibility, and related API information through Apple's documentation and search APIs.
    23
    MIT
  • A
    license
    A
    quality
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    maintenance
    Provides comprehensive access to Angular documentation with 84 topics across 15 categories, enabling AI assistants to search and retrieve Angular-related information, code examples, and best practices with intelligent relevance scoring.
    5
    52 npm
    3
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables MCP clients to search and browse 1C:Enterprise syntax help, with full-text, vector, and hybrid search, page/chunk retrieval, hierarchy navigation, related-page lookup, and index rebuilding.
    9
    MIT
  • A
    license
    B
    quality
    A
    maintenance
    A project-agnostic Open Knowledge Format MCP server that indexes Markdown concepts with YAML frontmatter and provides CLI and MCP tools for search, validation, and graph navigation of structured knowledge.
    28
    283 npm
    8
    MIT
  • A
    license
    B
    quality
    F
    maintenance
    A beginner-friendly Model Context Protocol (MCP) server that helps users understand MCP concepts, provides interactive examples, and lists available MCP servers. This server is designed to be a helpful companion for developers working with MCP. Also comes with a huge list of servers you can install.
    3
    33 npm
    67
    Apache 2.0
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    quality
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    Enables MCP clients to retrieve requirements, search and read code, explore related classes, propose validated trace links, and inspect the trace matrix and coverage gaps. It supports AI-assisted requirements-to-code tracing while keeping acceptance with a human reviewer.
    7
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    An MCP server and CLI that checks, maintains, imports, and upgrades Open Knowledge Format bundles — directories of Markdown concepts with YAML frontmatter — reporting findings and applying mechanical repairs locally. It runs one contract for agents, CI, and terminals, with no network access and no writes to git.
    30
    Apache 2.0
  • A
    license
    B
    quality
    B
    maintenance
    Enables AI assistants to interact with IT Glue's documentation and asset management system, including CRUD operations on organizations, configurations, passwords, flexible assets, documents, and related reference data.
    105
    MIT
  • F
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    quality
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    maintenance
    A Model Context Protocol server that provides tools for accessing and managing AWS VPC Lattice information, allowing users to list sources and retrieve sample prompts related to AWS networking documentation.
    5
    1
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  • A
    license
    C
    quality
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    Builds and serves local MCP-searchable documentation indexes for Daml, Canton, and related projects, enabling search and query of documentation through MCP tools.
    6
    MIT
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    quality
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    maintenance
    Canonical vocabulary server for autonomous business design. Exposes the Arco Lexicon as seven MCP tools: term lookup, related terms, alignment verification, citation formatting, source retrieval, term listing, and term suggestion. No authentication required. Streamable HTTP transport.
    MIT