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AHAAkash

Advanced MCP Platform

by AHAAkash

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    • A
      license
      Not graded
      quality
      A
      maintenance
      Exposes a governed suite of 38 OAuth-gated tools that let web-based AI chat clients read, write, edit, and search local files, run whitelisted shell commands, inspect databases and localhost APIs, drive browsers and DevTools, and manage background tasks, Git, clipboard, notifications, and ports. Local IDEs connect directly over loopback, while remote clients reach the same machine through a secure tunnel.
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables web-based AI assistants and local IDEs to securely operate a local machine through an OAuth-gated suite of 38 tools covering files, shell, search, Git, databases, browser automation, DevTools, background tasks, clipboard, localhost services, and Postman. Access is constrained by a command whitelist, folder allowlists, and rate limits so clients never receive unrestricted shell access.
      MIT
    • A
      license
      Not graded
      quality
      A
      maintenance
      Enables secure exposure of internal tools to LLM clients with API-key authentication, tenant isolation, per-tool guardrails, PII scrubbing, rate limiting, audit logging, and telemetry over stdio and HTTP/SSE.
      MIT
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables local, permissioned development workflows from compatible AI clients, including filesystem editing, interactive terminals, durable jobs, Git operations, and semantic browser testing.
      27 npm
      1
      Apache 2.0
    • F
      license
      Not graded
      quality
      Not graded
      maintenance
      Exposes a governed suite of 38 tools over one OAuth-gated MCP endpoint so web AI chat clients can read and edit files, run whitelisted shell commands, search, query Git/SQLite, drive browsers via DevTools, and manage background jobs on the local machine. Remote access runs through Tailscale Funnel while local tools connect straight to 127.0.0.1, keeping operations permission-scoped rather than granting unrestricted shell access.
      -
    • A
      license
      Not graded
      quality
      A
      maintenance
      A local-first MCP server that enables AI-assisted coding through workspace-scoped tools for file reading/editing, command execution, jobs, Git, LSP, media, browser, and desktop workflows. It enforces OAuth, workspace ACL, trust policies, and file/secret guards so owners can safely grant inspect, edit, or trusted capabilities.
      32 npm
      MIT

    TDQS

    B3.2/5.0

    Scored across 7 tools

    Disambiguation4/5

    Most tools have clearly distinct purposes: file listing, reading, searching, text summarization, file review, long-running task simulation, and server info. There is minor overlap between read_root_file and review_file, and between summarize_text and review_file, since both review_file and summarize_text invoke the client LLM on content.

    Naming Consistency4/5

    The action-oriented tools mostly follow a predictable verb_noun pattern: summarize_text, review_file, list_root_files, read_root_file, search_in_roots. The exceptions are long_running_task and server_info, which are noun phrases rather than verb-led names, but they remain readable and understandable.

    Tool Count5/5

    Seven tools is a well-scoped set for a platform demonstrating text processing, file/root operations, long-running work, and server metadata. Each tool appears to earn its place without excessive breadth.

    Completeness4/5

    The surface covers read-only workspace operations, LLM-based summarization/review, task progress streaming, and server introspection, which fits the apparent tenant-root read-only model. Minor gaps exist around explicit task lifecycle management or write operations, but these may be intentionally out of scope for a roots-based platform.

    Maintenance

    ActivityMaintained
    ResponsivenessNo issues