"Progress" matching MCP servers:

• Agent Progress Tracker MCP

  thesammykins

  A

  license

  -

  quality

  B

  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 2025-11-28

  8

  MIT

• Developer MCP Server

  tejpalvirk

  F

  license

  A

  quality

  C

  maintenance

  A powerful context management system that maintains persistent context across coding sessions, helping development teams track project structure, dependencies, and progress.

  Last updated 2025-11-15

  6

  5

• Education AI MCP

  CSOAI-ORG

  A

  license

  A

  quality

  B

  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 2026-05-08

  5

  93

  MIT

• Gemini Web Automation MCP

  vincenthopf

  A

  license

  A

  quality

  C

  maintenance

  Enables AI-powered web browsing automation using Google's Gemini 2.5 Computer Use API. Allows agents to navigate websites, click buttons, fill forms, and extract information through natural language commands with real-time progress tracking.

  Last updated 2025-10-17

  7

  MIT

• morpheus-mcp

  evo-hydra

  A

  license

  A

  quality

  C

  maintenance

  Provides plan state management and phase gate enforcement for AI development loops. It tracks task progress and coordinates the lifecycle of agents by requiring specific evidence before advancing through development phases.

  Last updated 2026-04-18

  10

  MIT

• Spec Workflow MCP

  Pimzino

  A

  license

  A

  quality

  C

  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 2026-05-05

  5

  794

  4,160

  GPL 3.0

• MCP Task

  just-every

  A

  license

  A

  quality

  C

  maintenance

  Async MCP server for running long-running AI tasks with real-time progress monitoring, enabling users to start, monitor, and manage complex AI workflows across multiple models.

  Last updated 2025-08-08

  6

  30

  5

  MIT

• maimemo-mcp

  xiandan-erizo

  A

  license

  A

  quality

  C

  maintenance

  A read-only MCP server that provides access to Maimemo study data, including vocabulary progress, word lists, and notepads. It supports both stdio and HTTP transports with authentication and rate limiting for secure data access.

  Last updated 2026-04-19

  6

  6

  MIT

• Gradle MCP Server

  jermeyyy

  A

  license

  A

  quality

  C

  maintenance

  Enables interaction with Gradle projects through the Gradle Wrapper, allowing users to list projects and tasks, execute builds, run tests, and clean artifacts with real-time progress reporting and comprehensive error details.

  Last updated 2025-12-22

  7

  1

  MIT

• Memory Bank MCP

  hoppo-chan

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol plugin that helps AI assistants maintain persistent project context through structured markdown files, providing a systematic approach to tracking project goals, decisions, progress, and patterns.

  Last updated 2025-06-14

  3

  28

  17

  MIT

• MCP WorkBoard CrunchTools

  crunchtools

  A

  license

  A

  quality

  C

  maintenance

  A secure Model Context Protocol server for interacting with the WorkBoard OKR and strategy execution platform. It enables users to manage user profiles and track goal progress through a standardized, containerized interface.

  Last updated 2026-04-13

  22

  1

  AGPL 3.0

• Backlog MCP Server

  gkoreli

  A

  license

  A

  quality

  B

  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 2026-05-12

  9

  132

  4

  MIT

• Agent State MCP Server

  tianhuil

  A

  license

  A

  quality

  C

  maintenance

  Provides state and log management tools designed for long-lived AI agents that may be interrupted and resumed. It enables tracking agent progress and maintaining an append-only event history to ensure continuity across multiple sessions.

  Last updated 2025-12-12

  4

  MIT

• Jira MCP Server

  eh24905-wiz

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to interact with Jira Cloud by managing issues, comments, custom fields, and sprint tasks through a standardized interface. Supports issue creation, updates, team activity tracking, and progress reporting.

  Last updated 2025-12-15

  11

  129

  Apache 2.0

• AgentFund MCP Server

  RioTheGreat-ai

  A

  license

  A

  quality

  D

  maintenance

  Enables AI agents to fundraise for projects on the Base chain using milestone-based escrow management. It allows agents to create proposals, track funding progress, and generate payment release requests upon completing work.

  Last updated 2026-02-03

  6

  1

  MIT

• MBTI MCP Server

  wenyili

  A

  license

  A

  quality

  C

  maintenance

  Enables AI assistants to guide users through MBTI personality tests with two modes (28-question simplified or 48-question cognitive functions), track progress, and provide detailed personality type analysis and results.

  Last updated 2025-11-04

  4

  13

  1

  MIT

• Clink MCP Server

  Voxos-ai-Inc

  A

  license

  A

  quality

  C

  maintenance

  Enables agentic coordination by connecting humans and AI agents through group messaging, project tracking, and milestone management. It provides tools for consensus voting, progress checkpoints, and multi-session collaboration across various agentic platforms.

  Last updated 2026-01-30

  32

  1

  MIT

• Ara Records MCP Server

  syndr

  A

  license

  A

  quality

  B

  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 2026-03-10

  3

  18

  1

  MIT

• Webpage Screenshot MCP Server

  ananddtyagi

  A

  license

  A

  quality

  C

  maintenance

  Captures screenshots of web pages using Puppeteer, allowing AI agents to visually verify web applications and see their progress when generating web apps.

  Last updated 2025-06-29

  5

  56

  MIT

• Coursera MCP Server

  markswendsen-code

  A

  license

  A

  quality

  C

  maintenance

  Enables users to search for courses, view detailed syllabus information, and manage enrollments and progress on Coursera. It supports automated interactions including viewing certificates through local or cloud-based browser environments using Playwright.

  Last updated 2026-03-14

  5

  6

  MIT