MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
51	github GitHub analytics - repos, PRs, issues, releases, contributors	82	B	78	—	—	55	95
52	GitLab MCP Server Enables AI assistants to interact seamlessly with self-hosted GitLab instances,…	82	B	92	—	—	67	81
53	mcp-server-github-actions GitHub Actions — view workflow runs, read logs, re-run failed jobs, and manage …	82	B	72	100	—	55	95
54	jira-mcp A Go-based MCP connector for Jira that enables AI assistants like Claude to int…	82	B	88	68	—	78	81
55	HiGHS MCP Server Provides linear programming (LP), mixed-integer programming (MIP), and quadrati…	82	B	96	66	—	70	84
56	git-context-mcp Answers "why does this code exist?" by tracing any line back through the commit…	82	B	90	—	—	53	95
57	GitMCP Transforms any GitHub repository into a documentation hub for AI assistants, en…	82	B	78	100	93	46	81
58	locklens Audits package lockfiles for vulnerabilities, supporting npm, yarn, and pnpm. R…	81	B	78	—	—	68	95
59	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
60	octomind-mcp lets your preferred AI agent create & run fully managed [Octomind](https://www.…	81	B	96	66	—	79	78
61	MCP GitLab Server Enables comprehensive GitLab integration allowing LLMs to manage projects, issu…	81	B	96	68	—	70	82
62	Vibe Math MCP Provides 21 mathematical tools across 6 domains including basic calculations, a…	81	B	84	87	—	68	81
63	copilot-memory-store Enables AI tools like GitHub Copilot to manage and persist context using a loca…	81	B	90	61	—	60	95
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	git-steer An autonomous GitHub management engine that enables control over repositories, …	81	B	94	55	—	73	90
67	GistPad-MCP Use GitHub Gists to manage and access your personal knowledge, daily notes, and…	81	B	78	72	—	67	92
68	mcp-jira-stdio MCP server for Jira integration with stdio transport. Enables reading, writing,…	81	B	73	83	—	76	81
69	proofport-ai Zero-knowledge proof generation MCP server for AI agents. Lets agents prove ide…	81	B	84	—	—	75	81
70	Containerization Assist TypeScript MCP server for AI-powered containerization workflows with Docker and…	81	B	78	58	—	93	92
71	GitHub Trending Service Provides access to GitHub trending projects through MCP, allowing AI assistants…	81	B	80	90	100	27	81
72	Nansen (DEPRECATED) DEPRECATED - This server has been moved to io.github.nansen-ai/nansen-mcp. Do n…	81	B	—	—	95	—	67
73	Smart Search MCP Provides 14 enhanced intelligent search tools for both international platforms …	80	B	90	53	—	67	95
74	license-compliance Scan npm dependencies for license compliance issues. Catch GPL contamination.	80	B	90	61	—	55	94
75	MCP GitHub Issue Server Enables LLMs to interact with GitHub issues by providing details as tasks, allo…	80	B	90	70	—	61	82
76	dockashell DockaShell is an MCP server that provides AI agents with isolated Docker contai…	80	B	94	46	—	70	95
77	kali-mcp Provides an MCP interface to a full Kali Linux environment running in Docker, e…	80	B	70	—	—	53	95
78	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
79	GitLab Review MCP Enables code review operations on GitHub and GitLab, including fetching pull/me…	80	B	84	100	—	77	81
80	mcp-server-github-gist Create, read, update, list, and search GitHub Gists from your IDE.	80	B	76	66	—	62	95
81	npm Trends MCP npm package trends and weekly downloads over time. Free key at trendsmcp.ai	80	B	—	—	92	—	67
82	NLSQL MCP Server A Node.js package that provides a Model Context Protocol server for converting …	80	B	92	62	—	46	95
83	ActionsPulse Real-time GitHub Actions observability through VS Code with GitHub Copilot, pro…	80	B	94	66	—	76	81
84	Docker MCP Server Enables secure execution of shell commands and file operations within isolated …	80	B	90	71	—	52	81
85	Portainer MCP Server Enables AI assistants to manage Docker containers, stacks, images, volumes, and…	80	B	100	72	—	39	82
86	agent-rules-mcp MCP server that enables your agents to use coding rules from any or your GitHub…	80	B	94	65	—	64	81
87	npm-mcp MCP server for npm package management, security analysis, and compatibility che…	80	B	85	100	—	58	95
88	Trends MCP Trend data from Google Trends, YouTube, TikTok, Reddit, Amazon, Wikipedia, npm,…	80	B	—	—	92	—	67
89	mcp-jest Automated testing for Model Context Protocol servers. Ship MCP Servers with con…	80	B	90	61	—	72	87
90	gitnexus-stable-ops Production toolkit for running GitNexus at scale — 26 repos, 43K symbols, 100K …	80	B	67	—	—	61	95
91	mcp-linear Integrates with Linear project management system	80	B	94	65	—	75	83
92	MCP GitHub Issue Priority Server Enables AI assistants to manage GitHub issues using deterministic priority scor…	80	B	72	72	—	74	95
93	Google Docs MCP Server Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…	80	B	90	100	—	32	82
94	MPO MCP Server Enables AI assistants to interact with GitHub repositories, Confluence document…	80	B	90	87	—	29	81
95	google-researcher-mcp ⚠️ DEPRECATED — Use https://github.com/zoharbabin/web-researcher-mcp instead	80	B	100	60	—	78	78
96	Cardano MCP <p align="center"> <img src="https://cdn.simpleicons.org/cardano/0033AD" widt…	79	B	78	60	—	67	95
97	Linear-Task-Broker Integrates agents with Linear software development workflows.	79	B	—	—	91	—	67
98	purple Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your clo…	79	B	64	—	—	84	95
99	mcp-kubernetes-ro Provides read-only access to Kubernetes clusters for AI assistants.	79	B	88	58	—	69	95
100	Jira MCP Server Provides AI models with full access to Jira Cloud functionality, enabling issue…	79	B	94	100	—	57	81

Showing 51–100 of 1715 servers

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