MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
51	git-context-mcp Answers "why does this code exist?" by tracing any line back through the commit…	82	B	90	—	—	53	95
52	mcp-shield Security scanner for MCP servers. Detects backdoors, exfiltration code, obfusca…	82	B	90	—	—	53	95
53	spec-kit-mcp MCP server enabling AI assistants to use GitHub's spec-kit methodology	82	B	96	58	—	69	92
54	intelligence-mcp Agent payments ecosystem intelligence. Scans GitHub, Hacker News, and npm for a…	82	B	96	93	85	55	69
55	mcp Provides read access to your GKE and Kubernetes resources.	82	B	—	80	99	—	67
56	io.github.praveensehgal/remarkable MCP server that connects AI assistants to your reMarkable tablet, enabling read…	82	B	94	—	—	61	83
57	HiGHS MCP Server Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…	82	B	96	66	—	70	84
58	bytesagain-mcp Search 60,000+ AI agent skills from ClawHub, LobeHub, Dify, and GitHub via MCP …	82	B	100	83	—	53	81
59	JestSprout Meme Coin & Solana Rug-Check Tools Solana rug checks, memecoin tools, swaps, and JestSprout Pay pages (Apple Pay, …	82	B	—	—	96	—	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	github GitHub analytics - repos, PRs, issues, releases, contributors	82	B	78	—	—	55	95
62	Smart Prompts MCP Server An enhanced MCP server that fetches prompts from GitHub repositories with intel…	82	B	90	100	—	31	81
63	GitLab MCP Server Enables AI assistants to interact seamlessly with self-hosted GitLab instances,…	82	B	92	—	—	67	81
64	Depfender MCP Server Enables users to scan software packages for data exfiltration and security thre…	82	B	90	73	—	57	92
65	NameHound Is a brand name free as a .com/.net/.org/.app domain and as a Bluesky, Mastodon…	82	B	—	—	97	—	67
66	trust-security Detect live website vulnerabilities and security flaws in GitHub repositories u…	82	B	75	100	—	50	81
67	mcp-jira-stdio MCP server for Jira integration with stdio transport. Enables reading, writing,…	81	B	73	83	—	76	81
68	Netmex MCP A lightweight and extendable MCP server toolkit that allows developers to build…	81	B	78	87	—	31	95
69	GistPad-MCP Use GitHub Gists to manage and access your personal knowledge, daily notes, and…	81	B	78	72	—	67	92
70	Containerization Assist TypeScript MCP server for AI-powered containerization workflows with Docker and…	81	B	78	58	—	93	92
71	Europarcel MCP Server Enables shipping and logistics operations through the Europarcel API, including…	81	B	92	68	—	60	81
72	octomind-mcp lets your preferred AI agent create & run fully managed [Octomind](https://www.…	81	B	96	66	—	79	78
73	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
74	copilot-memory-store Enables AI tools like GitHub Copilot to manage and persist context using a loca…	81	B	90	61	—	60	95
75	git-steer An autonomous GitHub management engine that enables control over repositories, …	81	B	94	55	—	73	90
76	proofport-ai Zero-knowledge proof generation MCP server for AI agents. Lets agents prove ide…	81	B	84	—	—	75	81
77	MCP GitLab Server Enables comprehensive GitLab integration allowing LLMs to manage projects, issu…	81	B	96	68	—	70	82
78	locklens Audits package lockfiles for vulnerabilities, supporting npm, yarn, and pnpm. R…	81	B	78	—	—	68	95
79	GitHub Trending Service Provides access to GitHub trending projects through MCP, allowing AI assistants…	81	B	80	90	100	27	81
80	Vibe Math MCP Provides 21 mathematical tools across 6 domains including basic calculations, a…	81	B	84	87	—	68	81
81	npm Trends MCP npm package trends and weekly downloads over time. Free key at trendsmcp.ai	80	B	—	—	94	—	67
82	Nansen (DEPRECATED) DEPRECATED - This server has been moved to io.github.nansen-ai/nansen-mcp. Do n…	80	B	—	76	96	—	67
83	Docker MCP Server Enables secure execution of shell commands and file operations within isolated …	80	B	90	71	—	52	81
84	dockashell DockaShell is an MCP server that provides AI agents with isolated Docker contai…	80	B	94	46	—	70	95
85	GitLab Review MCP Enables code review operations on GitHub and GitLab, including fetching pull/me…	80	B	84	100	—	77	81
86	Smart Search MCP Provides 14 enhanced intelligent search tools for both international platforms …	80	B	90	53	—	67	95
87	MPO MCP Server Enables AI assistants to interact with GitHub repositories, Confluence document…	80	B	90	87	—	29	81
88	mcp-linear Integrates with Linear project management system	80	B	94	65	—	75	83
89	kali-mcp Provides an MCP interface to a full Kali Linux environment running in Docker, e…	80	B	70	—	—	53	95
90	mcp-jest Automated testing for Model Context Protocol servers. Ship MCP Servers with con…	80	B	90	61	—	72	87
91	mcp-server-github-gist Create, read, update, list, and search GitHub Gists from your IDE.	80	B	76	66	—	62	95
92	google-researcher-mcp ⚠️ DEPRECATED — Use https://github.com/zoharbabin/web-researcher-mcp instead	80	B	100	60	—	78	78
93	DevMatch - AI Recruiting & Mission-Aligned Engineer Discovery AI recruiting for mission-aligned engineers — verified across GitHub, X, YouTub…	80	B	—	80	93	—	67
94	io.github.darshjoshi/pitwall Turn Claude into your F1 race engineer.	80	B	72	—	—	50	95
95	gitnexus-stable-ops Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …	80	B	67	—	—	61	95
96	MCP GitHub Issue Priority Server Enables AI assistants to manage GitHub issues using deterministic priority scor…	80	B	72	72	—	74	95
97	MCP GitHub Issue Server Enables LLMs to interact with GitHub issues by providing details as tasks, allo…	80	B	90	70	—	61	82
98	Portainer MCP Server Enables AI assistants to manage Docker containers, stacks, images, volumes, and…	80	B	100	72	—	39	82
99	Google Docs MCP Server Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…	80	B	90	100	—	32	82
100	license-compliance Scan npm dependencies for license compliance issues. Catch GPL contamination.	80	B	90	61	—	55	94

Showing 51–100 of 2417 servers

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