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    Connects AI agents to the Archive of Our Own for full-filter fanfiction search, live canonical tag resolution, and work metadata lookup, and lets a cheap secondary model read up to 20 entire fics per call to return structured reports with prose samples and rankings. Can be run over stdio or hosted as a stateless Streamable-HTTP endpoint so remote clients and container deployments can reach it.
    5
    MIT
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    Per-unit cost of 13 back-office tasks done by a person vs by software, in the US, Greece and Ukraine, with an official statistic behind every hourly wage. Bundled data, works offline.
    5
    18 npm
    MIT
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    Provides MCP tools to search, retrieve, and answer questions from the public Open Finance Brasil Confluence documentation using BM25-based local indexing.
    4
    MIT
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    Archives Garmin Connect health data locally (steps, HR, sleep, body battery) as JSON, no cloud, and also pulls context data (weather, pollen, air quality). Built-in MCP server (with SQLite cache) exposes the archive for querying via LLM tool calls.
    11
    25
    GPL 3.0
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    Enables building client statements of account from existing invoices, credit notes, and deposits, with aged outstanding balances, PDF/plain-text output, and drafted payment chasers at friendly, firm, or final levels.
    8
    MIT
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    Enables asynchronous search of recent and full-archive X (Twitter) posts, retrieval of post volume trends, lookup of individual posts, and tracking of API rate limits through the X API v2.
    5
    1
    MIT
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    Enables AI assistants to search and read a private, local archive of your own Telegram chats, groups and media, so they can answer questions about past conversations. It keeps access read-only toward Telegram, treats message text as untrusted, and lets you choose which chats AI apps may see.
    6
    2
    MIT
  • F
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    Persists web fetch and search results as timestamped JSONL files, indexed for full-text search, enabling users to retrieve and search across archived web pages even after they are removed or changed.
    17
    -
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    Enables querying a private local-first archive of Founders podcast transcripts using hybrid full-text and semantic retrieval via MCP.
    4
    -
  • A
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    quality
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    Enables controlled, auditable search and retrieval of data from the CSIRO ASKAP Science Data Archive via structured tools, with optional authenticated staging and downloads.
    45
    BSD 3-Clause
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    quality
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    Enables AI assistants and developers to analyze code for language-specific best practices and idiomatic patterns across programming languages, CI automation, and configuration formats.
    16
    33 PyPI
    2
    MIT
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    A small, read-only Model Context Protocol server that gives Claude, Cursor, Claude Code and any other MCP client access to Google Search Console: search analytics, period comparisons, sitemaps and URL inspection. Built and used daily by Walma AI to run our own SEO through Claude Code. There is a longer write-up in our guide: Google Search Console MCP. Why service-account auth: no personal Google
    5
    MIT
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    quality
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    Runs 20 slash-command workflows across Google Calendar, Gmail, Linear, Slack, Granola, Google Docs, GitHub, Stripe, Notion, Google Forms, Sheets and Drive to produce morning briefs, meeting prep, action items assigned to owners and weekly updates. Reads proceed without asking, while anything that creates, sends, changes or deletes is shown for approval first.
    47
    1
    Apache 2.0
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    Unofficial local MCP server for Istanbul Technical University (İTÜ) students. Reads your own Ninova LMS, OBS and Portal data with your own account: assignments and deadlines, grades and cumulative GPA simulation, schedule and exams, registration, course archive, library and campus services. Read-only by default; the two write tools ask for confirmation.
    108
    158 PyPI
    14
    MIT