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  • A
    license
    Not graded
    quality
    C
    maintenance
    MCP server that exposes the osu! API v2 as tools, allowing natural language queries about osu! profiles, beatmaps, rankings, and more.
    29 PyPI
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Read-only MCP server that exposes the agentic-os governance, SDLC, and Quality Engineering methodology to any MCP host. It never writes to your repository and never executes code — it serves the methodology, plans an install, and verifies it, handing any commands back to the host to run.
    7
    Apache 2.0
  • F
    license
    A
    quality
    B
    maintenance
    An MCP server that enables natural language querying and troubleshooting of Kubernetes clusters, supporting multi-cluster switching and providing tools for pods, nodes, events, and logs.
    8
    -
  • A
    license
    A
    quality
    A
    maintenance
    Gives any MCP client the same sandboxed coding-agent toolset — searching, viewing and editing files, running tests, and executing shell commands — each session in its own locked-down, network-isolated Docker container. Enables an MCP-capable assistant to diagnose and fix failing tests without touching the host machine.
    6
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    Enables real-time queries and large-scale data collection from X (Twitter) and Reddit via the Model Context Protocol, powered by Bittensor's Data Universe.
    7
    29 PyPI
    29
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    An MCP server that provides live geospatial data such as geocoding, POI search, isochrones, and area density from open data sources to LLM clients like Claude, Cursor, or Claude Code.
    6
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Provides transactional intelligence for AI agents, enabling safe tool execution with pre-flight invariant checks, sub-second filesystem snapshots/rollback, causal tracing, belief contradiction detection, and 15 native MCP tools for Claude Code.
    15
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    Guides AI agents through open-source contribution workflows, from finding issues to submitting PRs, while keeping decision-making and coding with the human contributor.
    2
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Local-first memory engine for AI-agent teams: private/team/project ACL, associative recall, and federated sync across nodes. One SQLite file, no LLM required.
    12
    7
    Apache 2.0
  • A
    license
    A
    quality
    B
    maintenance
    Enables code agents to persist and recall durable project knowledge — rules, decisions, procedures, learnings and secrets — across sessions at low context cost, with accent-insensitive PT-BR search, scoped per repository/workspace, and secrets that stay out of the model's context.
    15
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI assistants to scan local disks for developer caches, large unused videos, and old logs, present candidates for approval, and move only approved items to the operating system trash so they can be restored while protecting system folders.
    4
    MIT
  • A
    license
    A
    quality
    A
    maintenance
    MCP server for Victron Venus OS that enables reading battery, PV, grid, and inverter data via D-Bus and MQTT, and safely controlling inverter mode and charge limits.
    11
    MIT
  • A
    license
    A
    quality
    B
    maintenance
    Enables AI agents to list metrics and dimensions, inspect definitions, and run governed metric queries against Apache Iceberg tables through a semantic layer, without writing SQL or accessing raw rows or columns outside their role.
    5
    Apache 2.0
  • A
    license
    A
    quality
    A
    maintenance
    Enables users to store and query their own medical data—labs, medications, diagnoses, wearables, and food logs—in a local Postgres database and interact with it through any MCP client, with deterministic safety checks.
    36
    3
    AGPL 3.0
  • F
    license
    A
    quality
    D
    maintenance
    Enables an LLM agent to search files, list directories, read and write UTF-8 text files, move or delete paths, list terminal processes, and launch a terminal in a chosen folder.
    8
    -
  • F
    license
    A
    quality
    A
    maintenance
    Enables AI agents to generate dimensionally accurate mechanical parts (gears, enclosures, brackets, assemblies) in headless Blender from plain-English specs or JSON parameters, then verify them against manifold, bounding-box and print-production gates and export glTF/STL assets. It also scaffolds interactive Three.js CAD viewer pages with orbit controls, wireframe toggles and exploded-view scrubbing.
    4
    107
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  • A
    license
    A
    quality
    C
    maintenance
    Provides a memory server for coding agents over MCP, capturing and retrieving the meaning and rationale behind code decisions down to the function level. It enables agents to search product memory, get task context, and propose new memories to avoid re-deriving or re-breaking past decisions.
    9
    MIT
  • A
    license
    A
    quality
    D
    maintenance
    MCP server for controlling Behringer X-Air digital mixers via OSC, with symbolic naming and dB-to-float conversion.
    19
    1
    Apache 2.0
  • F
    license
    A
    quality
    D
    maintenance
    An AI-powered treasury management MCP server that enables users to perform commercial banking analysis, including cash flow forecasting, idle cash detection, and debt covenant monitoring. It provides tools to surface financial insights and optimize working capital through automated processing of bank and transaction data.
    9
    -