MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
51	Smart Prompts MCP Server An enhanced MCP server that fetches prompts from GitHub repositories with intel…	82	B	90	100	—	31	81
52	SQL Server MCP (macOS) SQL Server MCP with RAG capabilities for macOS (Docker SQL Server support)	82	B	94	67	—	53	87
53	Depfender MCP Server Enables users to scan software packages for data exfiltration and security thre…	82	B	90	73	—	57	92
54	git-context-mcp Answers "why does this code exist?" by tracing any line back through the commit…	82	B	90	—	—	53	95
55	bytesagain-mcp Search 60,000+ AI agent skills from ClawHub, LobeHub, Dify, and GitHub via MCP …	82	B	100	83	—	53	81
56	jira-mcp A Go-based MCP connector for Jira that enables AI assistants like Claude to int…	82	B	88	68	—	78	81
57	GitLab MCP Server Enables AI assistants to interact seamlessly with self-hosted GitLab instances,…	82	B	92	—	—	67	81
58	HiGHS MCP Server Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…	82	B	96	66	—	70	84
59	mcp Provides read access to your GKE and Kubernetes resources.	82	B	—	80	98	—	67
60	mcp-server-github-actions GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage …	82	B	72	100	—	55	95
61	MCP GitLab Server Enables comprehensive GitLab integration allowing LLMs to manage projects, issu…	81	B	96	68	—	70	82
62	proofport-ai Zero-knowledge proof generation MCP server for AI agents. Lets agents prove ide…	81	B	84	—	—	75	81
63	git-steer An autonomous GitHub management engine that enables control over repositories, …	81	B	94	55	—	73	90
64	Netmex MCP A lightweight and extendable MCP server toolkit that allows developers to build…	81	B	78	87	—	31	95
65	Europarcel MCP Server Enables shipping and logistics operations through the Europarcel API, including…	81	B	92	68	—	60	81
66	ack-mcp-server 阿里云容器服务MCP Server，将ACK集群管理、Kubernetes原生操作和容器可观测性能力统一为AI原生的标准化工具集，支持通过自然语言与AI助手交…	81	B	78	71	—	79	91
67	mcp-jira-stdio MCP server for Jira integration with stdio transport. Enables reading, writing,…	81	B	73	83	—	76	81
68	Containerization Assist TypeScript MCP server for AI-powered containerization workflows with Docker and…	81	B	78	58	—	93	92
69	GitHub Trending Service Provides access to GitHub trending projects through MCP, allowing AI assistants…	81	B	80	90	100	27	81
70	octomind-mcp lets your preferred AI agent create & run fully managed [Octomind](https://www.…	81	B	96	66	—	79	78
71	Vibe Math MCP Provides 21 mathematical tools across 6 domains including basic calculations, a…	81	B	84	87	—	68	81
72	copilot-memory-store Enables AI tools like GitHub Copilot to manage and persist context using a loca…	81	B	90	61	—	60	95
73	GistPad-MCP Use GitHub Gists to manage and access your personal knowledge, daily notes, and…	81	B	78	72	—	67	92
74	locklens Audits package lockfiles for vulnerabilities, supporting npm, yarn, and pnpm. R…	81	B	78	—	—	68	95
75	mcp-linear Integrates with Linear project management system	80	B	94	65	—	75	83
76	Docker MCP Server Enables secure execution of shell commands and file operations within isolated …	80	B	90	71	—	52	81
77	kali-mcp Provides an MCP interface to a full Kali Linux environment running in Docker, e…	80	B	70	—	—	53	95
78	dockashell DockaShell is an MCP server that provides AI agents with isolated Docker contai…	80	B	94	46	—	70	95
79	NLSQL MCP Server A Node.js package that provides a Model Context Protocol server for converting …	80	B	92	62	—	46	95
80	ActionsPulse Real-time GitHub Actions observability through VS Code with GitHub Copilot, pro…	80	B	94	66	—	76	81
81	RTFD (Read The F*****g Docs) Provides LLMs with real-time access to up-to-date documentation from PyPI, npm,…	80	B	84	82	—	61	81
82	Portainer MCP Server Enables AI assistants to manage Docker containers, stacks, images, volumes, and…	80	B	100	72	—	39	82
83	io.github.darshjoshi/pitwall Turn Claude into your F1 race engineer.	80	B	72	—	—	50	95
84	agent-rules-mcp MCP server that enables your agents to use coding rules from any or your GitHub…	80	B	94	65	—	64	81
85	mcp-jest Automated testing for Model Context Protocol servers. Ship MCP Servers with con…	80	B	90	61	—	72	87
86	license-compliance Scan npm dependencies for license compliance issues. Catch GPL contamination.	80	B	90	61	—	55	94
87	Google Docs MCP Server Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…	80	B	90	100	—	32	82
88	MCP GitHub Issue Priority Server Enables AI assistants to manage GitHub issues using deterministic priority scor…	80	B	72	72	—	74	95
89	DevMatch - AI Recruiting & Mission-Aligned Engineer Discovery AI recruiting for mission-aligned engineers — verified across GitHub, X, YouTub…	80	B	—	80	93	—	67
90	Trends MCP Trend data from Google Trends, YouTube, TikTok, Reddit, Amazon, Wikipedia, npm,…	80	B	—	—	94	—	67
91	google-researcher-mcp ⚠️ DEPRECATED — Use https://github.com/zoharbabin/web-researcher-mcp instead	80	B	100	60	—	78	78
92	mcp-server-github-gist Create, read, update, list, and search GitHub Gists from your IDE.	80	B	76	66	—	62	95
93	MCP GitHub Issue Server Enables LLMs to interact with GitHub issues by providing details as tasks, allo…	80	B	90	70	—	61	82
94	Smart Search MCP Provides 14 enhanced intelligent search tools for both international platforms …	80	B	90	53	—	67	95
95	npm Trends MCP npm package trends and weekly downloads over time. Free key at trendsmcp.ai	80	B	—	—	94	—	67
96	npm-mcp MCP server for npm package management, security analysis, and compatibility che…	80	B	85	100	—	58	95
97	gitnexus-stable-ops Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …	80	B	67	—	—	61	95
98	MPO MCP Server Enables AI assistants to interact with GitHub repositories, Confluence document…	80	B	90	87	—	29	81
99	GitLab Review MCP Enables code review operations on GitHub and GitLab, including fetching pull/me…	80	B	84	100	—	77	81
100	Terry-Form MCP A secure, containerized MCP server that enables AI assistants to manage Terrafo…	79	B	84	51	—	75	92

Showing 51–100 of 2393 servers

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