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  • A
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    maintenance
    Governed Redis + RabbitMQ middleware operations — memory-pressure, latency, backlog, and churn RCA, with guarded queue/key writes, unbypassable audit logging (MCP + CLI), budget/runaway guards, dry-run, and undo/rollback.
    28
    MIT
  • A
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    Not graded
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    F
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    Approved support response times by plan for AI assistants, over MCP. A 14-day trial, then Pro. The price is only at checkout.
    23,177,716 npm
    MIT
  • A
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    A
    quality
    B
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    MCP server that ranks and deduplicates your GitHub pull request review queue across direct requests, team requests, and your own waiting PRs into a single prioritized list via one get_review_queue tool.
    1
    1
    Apache 2.0
  • A
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    B
    maintenance
    Enables users to audit personal reading streams by quantifying category diversity with Shannon entropy, detecting lexical redundancy and echo chambers via Jaccard similarity, and ranking content sources by decibel signal-to-noise ratio for pruning recommendations.
    7
    MIT
  • A
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    quality
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    Provides comprehensive GDPR compliance assessment tools for AI/ML systems, including lawful basis determination, DPIA generation, and data subject rights handling. It also crosswalks GDPR requirements to EU AI Act obligations with AI-specific considerations throughout.
    6
    3 npm
    60 PyPI
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Reads and validates any European e-invoice a business receives — XRechnung, UBL, CII, ZUGFeRD/Factur-X PDF, Peppol BIS 3, FatturaPA, KSeF FA(3) — into canonical EN 16931 JSON with plain-language fix hints in EN/DE/PL/IT/FR, plus PDF, CSV and DATEV export. Nothing is stored; works without a key on a small daily quota.
    5
    MIT
  • A
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    A
    quality
    A
    maintenance
    An MCP server for the iNavi Maps API that gives AI assistants iNavi Maps API specifications and ready-to-use HTML templates for interactive map visualizations (geocoding, POI search, route planning).
    6
    1,373 npm
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Translates a lockfile diff into a human-readable upgrade plan. For every dependency bump (npm or PyPI) returns semver class, breaking changes from GitHub release notes, CVEs fixed in the range, migration guide links, and a clear per-package recommendation. Bulk tool ranks up to 50 package changes in parallel by risk (security > caution > review > likely-safe > safe).
    2
    113 npm
    2
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables AI coding agents to learn, from locally read lockfiles, what changes between the dependency version installed and a target version, which of the user's files that upgrade touches, and which vulnerabilities it resolves. It also performs OSV-matched vulnerability scans, ranks upgrade plans, and stores decision memory, running entirely on the user's machine with no account or API keys.
    11
    718 npm
    Apache 2.0
  • F
    license
    Not graded
    quality
    B
    maintenance
    Enables agents to discover offers, retrieve schemas, validate JSON blueprints, preview plugins, and compile deterministic plugin packages as portable artifacts without publishing or mutating third-party systems.
    -
  • A
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    quality
    A
    maintenance
    Verifiable GitHub handoffs between AI agents: receipts, read-back, no self-review. Every write is read back, acknowledgements are bound to the exact task version, and unsafe actions like self-review or a token in a comment are blocked.
    325 npm
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    DeepPVMapper is an open source, crowdsourced verified AI map of rooftop solar systems. The MCP serves as a endpoint to allow queries to the database (1.1M+ systems) in natural language. This work is based on my former PhD work.
    8
    17
    37
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    A read-only MCP server that gives LLM agents deterministic operational facts about Trello boards, including structural history, card movement, workflow flow, staleness, and due-date information.
    14
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server that lets AI assistants inspect and control Asterisk and FreeSWITCH PBX systems, enabling natural language queries about live switch status, channels, registrations, and call control.
    12
    320 npm
    19
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    Enables auditing a site for SEO and AI-engine visibility, working the queue of measured problems, and checking whether fixes moved rankings or citations.
    1
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides access to the SonoVault music metadata API, enabling search and retrieval of information about 90M+ tracks, artists, labels, and releases, including ISRC, ISWC, and cross-platform IDs.
    15
    96 npm
    MIT
  • A
    license
    B
    quality
    B
    maintenance
    Provides access to Shodan API functionality, enabling AI assistants to query information about internet-connected devices for cybersecurity research and threat intelligence.
    23
    53
    MIT
  • A
    license
    C
    quality
    A
    maintenance
    Provides tools to access information about religious institutions and community services in Kenya, including Catholic dioceses, Protestant denominations, Muslim communities, and welfare programs.
    6
    173 PyPI
    MIT
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables autonomous robotic systems to perform real-time 3D occupancy voxel mapping, raycast-based Bayesian occupancy updates, and sphere collision checking through standard MCP tools.
    7
    MIT
  • A
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    Not graded
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    B
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    Enables querying a stateless, read-only MCP endpoint for profile information, projects, CV details, and grounded answers based on published site content.
    Apache 2.0
  • A
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    maintenance
    Exposes a person's structured professional profile as MCP tools, enabling Claude and other MCP clients to answer questions about that person based on real data.
    8 npm
    1
    MIT