"Exploring the Concept of Multi-Agentic Systems" matching MCP servers:

• Agentic MCP Server

  ShunsukeHayashi

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  license

  B

  quality

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  maintenance

  Enables AI-driven orchestration of GitHub development workflows including automated issue analysis, code generation, code review, and PR creation through multiple specialized agents. Integrates with GitHub Actions to automate the complete development process from issue to pull request.

  Last updated 2025-10-01

  7

• Agentic MCP

  hugolsramos01-bit

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  license

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  quality

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  maintenance

  Enables ChatGPT Web Developer Mode to interact with local repositories through MCP, providing tools for file editing, shell execution, Git worktrees, semantic navigation, and checkpoints.

  Last updated 2026-08-04

  357

  2

  MIT

• agentic-sdlc-mcp

  SakuraCianna

  A

  license

  A

  quality

  A

  maintenance

  Enables AI coding agents to orchestrate the full software development lifecycle on GitHub, including planning, issue creation, code review, security triage, and release readiness checks.

  Last updated 2026-08-01

  13

  234

  1

  MIT

• Agentic Bits Claude Plugin

  onesmartguy

  F

  license

  A

  quality

  D

  maintenance

  Adds a live git branch status bar to the Claude footer for tracking multiple active and reference repositories. It allows users to manage repository visibility and configuration directly through natural language MCP tools.

  Last updated 2026-03-13

  10
• 

  @rethunk/mcp-multi-root-gitofficial

  Rethunk-AI

  A

  license

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  quality

  A

  maintenance

  Provides comprehensive git tooling via MCP, including status, diffs, commits, branches, stashes, and multi-root inventory, enabling AI agents to manage repositories.

  Last updated 2026-07-29

  23

  MIT

• Multi-service MCP Server

  AdamPippert

  A

  license

  -

  quality

  C

  maintenance

  A modular server that implements the Model Context Protocol standard, providing tools for interacting with GitHub, GitLab, Google Maps, Memory storage, and web automation through a unified gateway.

  Last updated 2026-07-31

  329

  3

  Apache 2.0

• Agentic Developer MCP

  teabranch

  A

  license

  -

  quality

  F

  maintenance

  An MCP server that wraps OpenAI's Codex CLI to automate repository cloning and code analysis tasks. It enables users to execute complex coding requests on specific Git branches and subfolders using standardized MCP tools.

  Last updated 2025-06-29

  13

  45

  MIT

• Azure DevOps Multi

  nikydobrev

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  license

  B

  quality

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  maintenance

  Enables interaction with multiple Azure DevOps organizations simultaneously, providing access to pipelines, builds, repositories, and pull requests across different organizations without switching contexts or restarting the server.

  Last updated 2025-12-11

  18

  Apache 2.0

• overleaf-multi-mcp

  NVCLong

  F

  license

  A

  quality

  C

  maintenance

  Enables Claude Code to manage Overleaf projects by auto-discovering them and reading/editing files across all projects, with a review-before-push local-workspace workflow.

  Last updated 2026-08-02

  17

• GitHub MCP Server

  decuma02

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  license

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  quality

  C

  maintenance

  Enables LLM agents to search, read, and create GitHub issues and pull requests via natural language, using the GitHub API.

  Last updated 2026-07-07

  1

  MIT

• GitLab + Jira MCP Server

  ashabbir

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  license

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  quality

  D

  maintenance

  Enables read-only access to GitLab and Jira data through MCP, allowing users to list projects, merge requests, issues, and search Jira tickets via natural language queries. Provides safe, structured access to project management data without write permissions.

  Last updated 2025-09-18

  47

  MIT

• Agentic CI/CD MCP Orchestrator

  Siddharth-Basale

  F

  license

  -

  quality

  D

  maintenance

  An MCP server that diagnoses GitHub Actions workflow failures and automatically creates repair pull requests using LLM-generated unified diffs. It includes a governance layer to orchestrate autonomous fixes or human-reviewed repairs based on risk assessment thresholds.

  Last updated 2026-03-29

• file-extractor-mcp

  lalax-systems

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  license

  -

  quality

  D

  maintenance

  Enables file extraction, organization, and GitHub repository management through MCP tools, allowing AI agents to copy/move files, delete repositories, and automate workflows.

  Last updated 2026-01-28

  MIT

• RCP-1

  dhruvmahendrapatel

  A

  license

  A

  quality

  C

  maintenance

  RCP-1 is an enterprise-ready MCP server that connects AI assistants to SAP ABAP systems via the ADT REST API, with built-in security, access controls, and deployment options for BTP or on-premise.

  Last updated 2026-07-28

  8

  MIT

• Saiten MCP Server

  aktsmm

  F

  license

  A

  quality

  D

  maintenance

  Automates the evaluation of GitHub hackathon submissions by providing tools to collect issue data, apply scoring rubrics, and generate ranking reports. It enables a multi-agent system to manage scoring consistency, statistical outlier detection, and feedback generation through the GitHub CLI.

  Last updated 2026-02-23

  5

• GitPin

  shmindmaster

  A

  license

  A

  quality

  A

  maintenance

  Provides index-free, read-only, multi-repo Git evidence for MCP agents, enabling prove-verify loops with git show.

  Last updated 2026-08-05

  12

  776

  MIT

• github-codemunch-mcp

  jgravelle

  F

  license

  A

  quality

  A

  maintenance

  A token-efficient MCP server for exploring GitHub repositories using tree-sitter AST parsing to extract symbol signatures and summaries. It enables users to search and retrieve specific code components while significantly reducing token consumption compared to raw file dumps.

  Last updated 2026-08-05

  7

  2,510

• mcp-git

  ver0-project

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  license

  A

  quality

  -

  maintenance

  Provides comprehensive Git operations as tools for AI assistants and applications. This server enables AI systems to interact with Git repositories, allowing to initialize, fetch, commit, log, status, etc..

  Last updated 2025-10-29

  10

  2

  1

• git-commit-aider MCP Server

  MrOrz

  A

  license

  A

  quality

  C

  maintenance

  Makes git commits on behalf of AI by appending "(aider)" to the committer's name, allowing tracking of AI contributions in your codebase.

  Last updated 2025-05-13

  1

  34

  8

  MIT

• Cursor MCP Installer

  matthewdcage

  A

  license

  A

  quality

  C

  maintenance

  A Model Context Protocol (MCP) server for Cursor IDE that simplifies the installation and configuration of other MCP servers.

  Last updated 2026-04-11

  3

  29

  77

  MIT