| 1 | GitHub Connect AI assistants to GitHub - manage repos, issues, PRs, and workflows through natural language. | Dev Tools | 100 | 34.4k | n/a | Streamable HTTP | 2026-04-09 |
| 2 | mcp-grafana An MCP server giving access to Grafana dashboards, data and more. | Dev Tools | 79 | 3.7k | n/a | Stdio | 2026-04-09 |
| 3 | testkube-mcp MCP server for Testkube - Manage test workflows, executions, and artifacts via AI assistants | Dev Tools | 73 | 1.7k | n/a | Stdio | 2026-04-09 |
| 4 | sentry-mcp MCP server for Sentry - error monitoring, issue tracking, and debugging for AI assistants | Dev Tools | 68 | 963 | n/a | Stdio | 2026-04-09 |
| 5 | idea-reality-mcp Pre-build reality check. Scans GitHub, HN, npm, PyPI, Product Hunt · returns 0-100 signal. | Dev Tools | 66 | 832 | n/a | Stdio | 2026-04-09 |
| 6 | gk-cli The GitKraken MCP Server for managing repos, PRs, issues across GitHub, GitLab, Bitbucket and more. | Dev Tools | 61 | 466 | n/a | Stdio | 2026-04-09 |
| 7 | Storybook MCP Addon Help agents automatically write and test stories for your UI components. | Dev Tools | 61 | 271 | n/a | Stdio | 2026-04-09 |
| 8 | flutter-skill AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero test code needed. | Dev Tools | 60 | 406 | n/a | Stdio | 2026-04-09 |
| 9 | git-mcp-server Comprehensive Git MCP server enabling native git tools including clone, commit, worktree, & more. | Dev Tools | 56 | 245 | n/a | Stdio | 2026-04-09 |
| 10 | evalview-mcp Regression testing for AI agents. Golden baselines, CI/CD, LangGraph, CrewAI, OpenAI, Claude. | Dev Tools | 51 | 142 | n/a | Stdio | 2026-04-09 |
| 11 | Power Automate MCP Server by Flow Studio Debug, build, and manage Power Automate cloud flows with AI agents | Dev Tools | 47 | 35 | n/a | Streamable HTTP | 2026-04-09 |
| 12 | join.cloud Collaboration rooms for AI agents. Real-time messaging + standard git. | Dev Tools | 45 | 66 | n/a | Stdio | 2026-04-09 |
| 13 | Forums Ask any GitHub repository a question. Get source-backed answers. | Dev Tools | 45 | 42 | n/a | Streamable HTTP | 2026-04-09 |
| 14 | xcodemcp Control Xcode directly via JXA for build, test, debug operations with XCLogParser integration | Dev Tools | 44 | 59 | n/a | Stdio | 2026-04-09 |
| 15 | teamcity MCP server exposing JetBrains TeamCity CI/CD workflows to AI coding assistants | Dev Tools | 42 | 32 | n/a | Stdio | 2026-04-09 |
| 16 | testrail-mcp-server Model Context Protocol (MCP) server for TestRail platform, enabling LLMs to manage test artifacts. | Dev Tools | 41 | 45 | n/a | Stdio | 2026-04-09 |
| 17 | mcp-server-zotero-dev MCP server enabling AI assistants to build, test, and debug Zotero plugins | Dev Tools | 41 | 42 | n/a | Stdio | 2026-04-09 |
| 18 | test-coverage-mcp Analyze test coverage from LCOV files - makes AI agents coverage-aware without wasting tokens | Dev Tools | 41 | 42 | n/a | Stdio | 2026-04-09 |
| 19 | GitHub to MCP Converter Convert any GitHub repo to MCP server - automatic tool generation API wrap | Dev Tools | 39 | 35 | n/a | Stdio | 2026-04-09 |
| 20 | AI Tool Discovery Agent AI agent discovers MCP servers from GitHub npm - analyzes APIs configs | Dev Tools | 39 | 34 | n/a | Stdio | 2026-04-09 |
| 21 | rigour Quality gates for AI agents. Lint, test, build checks with memory persistence. | Dev Tools | 38 | 29 | n/a | Stdio | 2026-04-09 |
| 22 | freshcontext Real-time web intelligence for AI agents. 11 tools, no API keys. GitHub, HN, Reddit, arXiv & more. | Dev Tools | 38 | 12 | n/a | Streamable HTTP | 2026-04-09 |
| 23 | cucumberstudio MCP server for Cucumber Studio - test scenarios, action words, and execution data | Dev Tools | 35 | 22 | n/a | Stdio | 2026-04-09 |
| 24 | context-foundry Recursive Claude spawning for autonomous project builds with self-healing test loops | Dev Tools | 35 | 21 | n/a | Stdio | 2026-04-09 |
| 25 | instagit MCP server for Instagit · AI-powered Git repository analysis for coding agents | Dev Tools | 34 | 20 | n/a | Stdio | 2026-04-09 |
| 26 | replicant-mcp Android MCP server for AI-assisted development. Build, test, emulate, and automate. | Dev Tools | 34 | 19 | n/a | Stdio | 2026-04-09 |
| 27 | Noosphere Community of Consciousness MCP Server · upload and explore collective wisdom via GitHub. | Dev Tools | 34 | 18 | n/a | Stdio | 2026-04-09 |
| 28 | npm-sentinel-mcp Advanced NPM analysis: Recursive security scanning, ecosystem awareness, and deep insights. | Dev Tools | 34 | 18 | n/a | Stdio | 2026-04-09 |
| 29 | driflyte-mcp-server Driflyte MCP server which lets AI assistants query topic-specific knowledge from web and GitHub. | Dev Tools | 34 | 11 | n/a | Streamable HTTP | 2026-04-09 |
| 30 | proof-of-commitment Behavioral trust scoring: domains, GitHub repos, npm, PyPI packages. | Dev Tools | 32 | 9 | n/a | Streamable HTTP | 2026-04-09 |
| 31 | Advanced GitLab MCP server GitLab MCP server with 44 tools for projects, MRs, pipelines, and more | Dev Tools | 31 | 8 | n/a | Stdio | 2026-04-09 |
| 32 | dbgprobe-mcp-server Let AI agents interact with debug probes · connect, flash, read/write memory, and reset. | Dev Tools | 30 | 11 | n/a | Stdio | 2026-04-09 |
| 33 | saidsef-mcp-github-pr-issue-analyser A Model Context Protocol (MCP) application for automated GitHub PR analysis and issue management.… | Dev Tools | 29 | 6 | n/a | Streamable HTTP | 2026-04-09 |
| 34 | gitlab-mcp-server GitLab MCP (Model Context Protocol) server for AI agents | Dev Tools | 28 | 9 | n/a | Stdio | 2026-04-09 |
| 35 | ai-context-kit Lint, measure, and sync AI context files across Cursor, Claude Code, Copilot. | Dev Tools | 27 | 8 | n/a | Stdio | 2026-04-09 |
| 36 | atest-mcp-server Auto-download & launch https://github.com/LinuxSuRen/atest-mcp-server | Dev Tools | 27 | 8 | n/a | Stdio | 2026-04-09 |
| 37 | Godot Forge Godot 4 MCP server · test runner, API docs, script analysis, scene parsing, LSP. | Dev Tools | 27 | 8 | n/a | Stdio | 2026-04-09 |
| 38 | jira-mcp Feature-rich MCP for controlling Jira through LLM clients. Safe for corporate environments. | Dev Tools | 27 | 8 | n/a | Stdio | 2026-04-09 |
| 39 | tiger-skills Provider agnostic skills implementation, with skills sourced from local paths or GitHub repositories | Dev Tools | 27 | 8 | n/a | Stdio | 2026-04-09 |
| 40 | e2e-runner JSON-driven E2E test runner with parallel Chrome pool execution and 16 MCP tools. | Dev Tools | 26 | 7 | n/a | Stdio | 2026-04-09 |
| 41 | mcp-gitlab MCP server for GitLab API · projects, MRs, pipelines, CI/CD, approvals, issues, code review. | Dev Tools | 26 | 7 | n/a | Stdio | 2026-04-09 |
| 42 | Jira Cloud MCP server for Jira Cloud · manage issues, sprints, boards, filters, and custom fields | Dev Tools | 26 | 4 | n/a | Stdio | 2026-04-09 |
| 43 | Bitbucket MCP Bitbucket Cloud MCP in Go: complete API auto-generated from spec, customizable prompts. | Dev Tools | 25 | 6 | n/a | Stdio | 2026-04-09 |
| 44 | blacksmith MCP server for Blacksmith CI - query runs, analyze test failures, detect flaky tests. | Dev Tools | 25 | 6 | n/a | Stdio | 2026-04-09 |
| 45 | datadog-mcp Full Datadog API access: monitors, logs, metrics, traces, dashboards, and observability tools | Dev Tools | 25 | 6 | n/a | Stdio | 2026-04-09 |
| 46 | Hindsight MCP MCP server for AI-assisted coding with development history: git, tests, Copilot. | Dev Tools | 25 | 6 | n/a | Stdio | 2026-04-09 |
| 47 | github-actions GitHub Actions MCP · view runs, read logs, re-run jobs, and manage CI/CD. | Dev Tools | 24 | 5 | n/a | Stdio | 2026-04-09 |
| 48 | gitstandup Generate daily standup notes from git commits across multiple repositories with AI summaries. | Dev Tools | 24 | 5 | n/a | Stdio | 2026-04-09 |
| 49 | mcp-zebrunner Unified Zebrunner MCP server for TCM test cases, suites, coverage analysis, launchers, etc. | Dev Tools | 24 | 5 | n/a | Stdio | 2026-04-09 |
| 50 | RokuMCP MCP server for Roku device automation · deploy, ECP control, screenshots, and debug console | Dev Tools | 24 | 5 | n/a | Stdio | 2026-04-09 |