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  • F
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    maintenance
    MCP server that provides OpenRouter model pricing data, enabling price lookups, trending/cheapest lists, and model searches without an API key.
    -
  • A
    license
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    D
    maintenance
    MCP-ORTools integrates Google's OR-Tools constraint programming solver with Large Language Models through the MCP, enabling AI models to: Submit and validate constraint models Set model parameters Solve constraint satisfaction and optimization problems Retrieve and analyze solution
    21
    MIT
  • A
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    maintenance
    Enables AI agents to operate DSpace repositories through a typed interface, including SAF package building, metadata editing, scientometric harvesting, open-access PDF downloads, and repository administration.
    MIT
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    quality
    C
    maintenance
    Provides MCP-compatible AI clients with offline text analysis and rewriting tools, including statistics, extractive summaries, keywords, readability scores, case conversion, entity extraction, and diffing, all running locally without API keys or network calls.
    7
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Open-source capability compiler for Python codebases. Discover existing Python capabilities, plan explicit exposure, and expose selected functions through MCP or REST without rewriting business logic.
    3
    1,295 PyPI
    4
    GPL 3.0
  • A
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    Not graded
    quality
    B
    maintenance
    Enables an MCP-capable agent to operate a heterogeneous cluster of Debian/Armbian Linux nodes over SSH from a single inventory, inspecting status and logs, managing packages, services, files, storage and NFS, and deploying new capabilities to nodes through installable modules. Built-in cluster tools fan out to nodes by explicit names, roles or tags with bounded concurrency, while modules can be installed on compatible nodes and run on demand or as systemd services.
    MIT
  • A
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    B
    maintenance
    Enables chat clients to execute real shell commands (apt install, curl, ffmpeg, Python) inside a disposable, per-conversation Debian container and hand resulting files back to the user via signed download links. Installed packages and processes are discarded when the container recycles, while files under /workspace persist.
    GPL 3.0
  • A
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    Not graded
    quality
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    maintenance
    An MCP-native journaling server that prompts one question per day and captures your responses verbatim, with no AI rewriting or analysis. It integrates with Claude Desktop, Cline, or cron scripts, storing everything as markdown in your vault.
    MIT
  • A
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    Not graded
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    B
    maintenance
    Enables workspace-authorized creation and operation of isolated Firecracker microVMs over MCP or HTTP, letting users execute commands in full Debian guests, manage VM lifecycle, and transfer files without affecting the host process.
    Apache 2.0
  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server for searching internal Confluence documentation with features like score-based ranking, noun extraction, and LLM query rewriting.
    1
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  • F
    license
    Not graded
    quality
    D
    maintenance
    MCP server for remote Linux server administration via SSH, integrating with Claude Code to manage Ubuntu/Debian servers.
    2
    -
  • A
    license
    A
    quality
    A
    maintenance
    Local MCP for Australian accountants: ATO benchmarks, Payday Super timing, limited Division 7A reviews, 7 bounded tax worksheets and cited legislation search, plus synthetic CTR/BAS test data. Experimental reviews need professional judgement. No advice or lodgements.
    18
    2
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables users to ask natural-language questions about a local folder's contents, including file names, sizes, and timestamps, with rollups by type and age and cleanup suggestions for stale or large files. It returns metadata only and cannot read, move, or delete files.
    2
    39 PyPI
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables spatial analysis of large remote GeoParquet files directly from object storage without downloading or importing data, using DuckDB's predicate and projection pushdown to answer queries efficiently.
    8
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables real-time domain registration lookups via RDAP, including availability, expiration, and registrar details, with no API key required. Supports natural language queries like 'is example.com available?' or 'when does example.com expire?'.
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Provides cryptographically signed, tamper-evident compute usage receipts via a Model Context Protocol server, exposing tools to record usage, verify receipts, list the ledger, and verify ledger integrity without requiring any account, API key, or single cloud provider.
    4
    7 npm
    Apache 2.0