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  • Agent Progress Tracker MCP

    thesammykins
    A
    license
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    quality
    C
    maintenance
    Enables AI agents to track, search, and retrieve their progress across projects with persistent memory using SQLite storage and LLM-powered summarization. Supports logging completed work, searching previous entries, and retrieving context for multi-step or multi-agent workflows.
    Last updated
    11
    MIT

  • handoff-mcp

    kirill-sviridov
    A
    license
    A
    quality
    A
    maintenance
    Provides persistent, cross-project memory for Claude over the Model Context Protocol, enabling it to remember goals, decisions, and progress between sessions with deterministic briefs and supersession-aware recall.
    Last updated
    7
    2
    MIT

  • Education AI MCP

    CSOAI-ORG
    A
    license
    A
    quality
    A
    maintenance
    Provides AI-powered educational tools for teachers including lesson planning, quiz creation, student progress analysis, learning path recommendations, and rubric generation. Enables educators to automate administrative tasks and personalize learning experiences through natural language interactions.
    Last updated
    5
    1
    MIT

  • mcp-telemetry

    arnavranjan005
    A
    license
    A
    quality
    A
    maintenance
    Streams live progress from long-running MCP tool calls to any connected client. Instrument a tool call with mcp-telemetry-sdk, and telemetry_subscribe pushes its steps, logs, cost, and completion over notifications/progress — no polling, and a job started in one session can be watched from a different one.
    Last updated
    3
    6
    2
    MIT

  • Spec Workflow MCP

    Pimzino
    A
    license
    A
    quality
    B
    maintenance
    Provides structured spec-driven development workflow tools for AI-assisted software development with sequential spec creation (Requirements → Design → Tasks). Features a real-time web dashboard for monitoring project progress and managing development workflows.
    Last updated
    5
    630
    4,267
    GPL 3.0
  • Connectry Architect Cert by Connectry-io

    Connectry Architect Certofficial

    Connectry-io
    A
    license
    A
    quality
    C
    maintenance
    Free certification prep for the Claude Certified Architect exam. 390 scenario-based questions, guided capstone build, 30 concept handouts, 6 reference projects, practice exams, interactive UI with clickable answer cards, progress dashboard, spaced repetition, and deterministic grading. Everything runs locally — no cloud, no accounts, no telemetry.
    Last updated
    8
    18
    67
    28
    MIT

  • Ara Records MCP Server

    syndr
    A
    license
    A
    quality
    C
    maintenance
    Enables monitoring and analysis of Ansible playbook executions through the Ara Records API. Provides real-time playbook monitoring, task progress tracking, and comprehensive access to Ansible execution data.
    Last updated
    3
    7
    1
    MIT

  • tpm-mcp

    urjitbhatia
    F
    license
    A
    quality
    D
    maintenance
    An AI-powered Technical Project Manager that enables Claude to track projects, features, and tasks locally using SQLite. Break down complex features, track progress and blockers, and manage hierarchical project structures through natural conversation.
    Last updated
    18
    3

  • memory-bank-mcp

    diaz3618
    A
    license
    B
    quality
    D
    maintenance
    An MCP server that gives AI assistants persistent memory across sessions. It stores project context, decisions, and progress in structured markdown files as well as a knowledge graph and sequential thinking for better memory storage.
    Last updated
    36
    9
    MIT

  • duplicacy-mcp

    GeiserX
    A
    license
    B
    quality
    A
    maintenance
    MCP server that reads Duplicacy backup metrics from a Prometheus exporter and exposes them to LLMs for monitoring backup status, progress, and health.
    Last updated
    4
    119
    2
    GPL 3.0

  • Backlog MCP Server

    gkoreli
    A
    license
    B
    quality
    A
    maintenance
    Enables managing a minimal task backlog with operations to create, list, update, and retrieve tasks with different statuses (open, in progress, blocked, done, cancelled). Tasks are stored in a local JSON file with atomic writes.
    Last updated
    28
    99
    5
    MIT

  • @bldbl/mcp

    chunkydotdev
    A
    license
    C
    quality
    D
    maintenance
    This package enables AI assistants (Claude, GPT, etc.) to work directly with Buildable projects using the Model Context Protocol (MCP). AI assistants can get project context, manage tasks and track progress (for projects created at https://bldbl.dev).
    Last updated
    7
    15
    11
    MIT

  • AEONOS

    Clawdio777
    A
    license
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    quality
    D
    maintenance
    AEO & GEO strategy agent. Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews. Delivers schema markup, llms.txt, strategy audits, and progress reports via x402 payments on Base.
    Last updated
    68
    MIT

  • MCP Handoff Server

    dazeb
    A
    license
    -
    quality
    D
    maintenance
    Facilitates seamless collaboration between AI agents by providing tools for structured task handoffs, progress tracking, and documentation management. It allows agents to create, update, and archive handoff documents to ensure continuity across complex workflows.
    Last updated
    13
    3
    MIT

  • Memory Bank MCP

    movibe
    A
    license
    -
    quality
    F
    maintenance
    Memory Bank Server provides a set of tools and resources for AI assistants to interact with Memory Banks. Memory Banks are structured repositories of information that help maintain context and track progress across multiple sessions.
    Last updated
    35
    46
    MIT