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Glama
82,780 servers. Updated

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  • A
    license
    Not graded
    quality
    C
    maintenance
    Token-efficient MCP reimplementation with progressive tool discovery, result handling, and compact wire encoding, reducing token usage by up to 89% on tool definitions.
    1
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server that wraps the UMT media monitoring API, enabling search and retrieval of media mentions with filters such as date range, language, sentiment, and tags.
    2
    17
    ISC
  • A
    license
    A
    quality
    A
    maintenance
    An MCP server for live, geolocated world-event intelligence: query event signals (coordinates, severity, sources), find hotspots, search satellite imagery (Sentinel-1/2, etc), read the AI Daily World Brief, and ask an OSINT/GEOINT analyst. Local stdio proxy to the hosted Off-Nadir Delta server; free tier, token-metered.
    20
    400
    Apache 2.0
  • A
    license
    Not graded
    quality
    A
    maintenance
    AI-powered Celeste map editor — A Model Context Protocol (MCP) server that brings full Celeste .bin map editing to Claude, GitHub Copilot, and other MCP clients.
    1
    MIT
  • F
    license
    Not graded
    quality
    C
    maintenance
    Enables comparing container image versions to see package and CVE changes, including shedding/introductions, and comparing Chainguard images to upstream.
    -
  • A
    license
    Not graded
    quality
    D
    maintenance
    Brings git-delta's beautiful syntax highlighting and diff formatting to AI assistants, providing colorized diffs, side-by-side comparisons, blame information, and grep results with clickable browser links.
    MIT
  • A
    license
    Not graded
    quality
    D
    maintenance
    Safety-conscious MCP server for read-only access to Emerson DeltaV Edge systems, enabling engineering investigation workflows and offline artifact generation.
    2
    GPL 3.0
  • A
    license
    Not graded
    quality
    B
    maintenance
    Enables AI assistants to interact with Delta Lake tables stored in MinIO through Spark using natural language queries. Provides read-oriented data operations on Delta Lake tables through the Model Context Protocol.
    -
  • A
    license
    A
    quality
    B
    maintenance
    Enables independent, read-only adversarial review of candidate test cases and bug findings, returning a review delta that authoring agents reconcile before writing final artifacts.
    3
    30
    1
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    A transparent proxy that sits in front of any other MCP server and shrinks its tool output before it reaches the model. Lossless by default: the transformed bytes are a denser encoding of the same data, with a round-trip gate asserting an exact inverse over the corpus, so nothing is dropped, summarised, or offloaded to a cache that expires. Repeated calls to the same tool emit a delta against the
    2
    MIT
  • A
    license
    A
    quality
    C
    maintenance
    MCP server for Tenable.io/One Vulnerability Management that provides read-only tools for querying scans, assets, plugins, and vulnerabilities, plus specialized reporting tools for VPR re-prioritization, CISA KEV/EPSS exposure, and scan delta comparisons.
    11
    3
    MIT
  • F
    license
    A
    quality
    Not graded
    maintenance
    Routes AI tasks to appropriate local LLM models (quick, coder, MoE, thinking) with automatic model selection, multi-backend support (Ollama, llama.cpp, Gemini), and parallel processing capabilities.
    9
    1
    -
  • A
    license
    A
    quality
    A
    maintenance
    Daily-refreshed Glama TDQS score tracker for any MCP fleet. Scrapes per-tool grades from glama.ai, stores in SQLite with snapshot history and delta tracking, surfaces via MCP tools, Prefab cards, a 6-page web dashboard, and an LLM-powered chat interface.
    7
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Connects AI assistants to YNAB budgets, providing over 30 tools for managing budgets, accounts, transactions, categories, and analytics with delta sync and caching.
    47
    33
    AGPL 3.0
  • F
    license
    A
    quality
    Not graded
    maintenance
    Enables monitoring and control of EcoFlow Power Stations and devices through the Model Context Protocol. Users can manage battery levels, toggle AC/DC outputs, and configure charging settings across the DELTA and RIVER series via the EcoFlow API.
    9
    -