MCP Scoreboard

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#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
101	mcp-server-github-gist Create, read, update, list, and search GitHub Gists from your IDE.	80	B	76	66	—	62	95
102	docker-facts Does that Docker tag actually exist? Real tags, sizes and platforms, live from …	80	B	—	—	93	—	67
103	dockashell DockaShell is an MCP server that provides AI agents with isolated Docker contai…	80	B	94	46	—	70	95
104	GitLab Review MCP Enables code review operations on GitHub and GitLab, including fetching pull/me…	80	B	84	100	—	77	81
105	Google Docs MCP Server Enables AI assistants to create, read, edit, and manage Google Docs and Drive f…	80	B	90	100	—	32	82
106	MCP GitHub Issue Server Enables LLMs to interact with GitHub issues by providing details as tasks, allo…	80	B	90	70	—	61	82
107	Preflight Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …	79	B	72	90	100	47	81
108	documcp DocuMCP is an intelligent Model Context Protocol (MCP) server that revolutioniz…	79	B	96	52	—	85	81
109	io.github.major/pcp This server provides real-time system performance metrics via Performance Co-Pi…	79	B	62	68	—	87	95
110	MCP ComfyUI Flux Enables AI image generation using FLUX models through ComfyUI with GPU accelera…	79	B	84	62	—	60	90
111	mcp-kubernetes-ro Provides read-only access to Kubernetes clusters for AI assistants.	79	B	88	58	—	69	95
112	Terry-Form MCP A secure, containerized MCP server that enables AI assistants to manage Terrafo…	79	B	84	51	—	75	92
113	Activity Collector MCP Collects and aggregates developer activity data from GitLab, GitHub, Google Cal…	79	B	96	65	—	44	81
114	Lightweight GitHub MCP A configurable proxy that filters GitHub MCP server tools via YAML whitelist, r…	79	B	92	68	—	50	80
115	Code MCP Server An experimental MCP server that enables AI assistants to interact with VS Code …	79	B	78	100	—	57	95
116	Bitbucket Cloud MCP Server Enables interaction with Bitbucket Cloud through 25+ tools for managing reposit…	79	B	94	100	—	68	82
117	OmniAudit MCP A production-grade MCP server offering modules for GitHub issue/PR triage, live…	79	B	88	66	—	73	80
118	Jira MCP Server Enables AI assistants to interact with Jira Cloud by managing issues, comments,…	79	B	84	100	—	30	81
119	io.github.domdomegg/time-mcp-pypi Provides the current UTC date and time in RFC 3339 format.	79	B	90	42	—	68	95
120	GitHub MCP Server A Model Context Protocol server that enables LLM agents to manage GitHub reposi…	79	B	85	72	—	52	81
121	purple Open-source terminal SSH manager that keeps ~/.ssh/config in sync with your clo…	79	B	64	—	—	84	95
122	Chrome MCP Docker Enables AI coding assistants to control a persistent Chrome browser through Dev…	79	B	90	78	—	51	81
123	docker-stealthy-auto-browse Stealth browser automation that actually works. Runs Camoufox (custom Firefox) …	79	B	78	—	—	59	95
124	Jira MCP Server Provides AI models with full access to Jira Cloud functionality, enabling issue…	79	B	94	100	—	57	81
125	Cardano MCP <p align="center"> <img src="https://cdn.simpleicons.org/cardano/0033AD" widt…	79	B	78	60	—	67	95
126	animotion-mcp 745+ CSS3 animations and 9,000+ real SVG icons (Lucide, Heroicons, Tabler, Boot…	78	B	90	—	—	56	81
127	VMware-VKS VMware Tanzu / vSphere Kubernetes Service — Supervisor cluster, Namespace, and …	78	B	76	—	—	76	81
128	io.github.ralfbecher/orionbelt-analytics OrionBelt Analytics is an MCP server that analyzes relational database schemas …	78	B	94	36	—	71	95
129	Isolator MCP Server A TypeScript server implementing the Model Context Protocol that provides secur…	78	B	90	63	—	40	95
130	npm-search-mcp Search npm packages, get live registry data, and compare alternatives. No API k…	78	B	76	65	—	58	94
131	Linear MCP Server Provides access to Linear's issue tracking system through a standardized Model …	78	B	92	68	—	41	82
132	MCP Docker Demo A demonstration MCP server implementation with Docker support that provides a s…	78	B	72	100	—	24	81
133	k8s-mcp-server A Kubernetes Model Context Protocol (MCP) server that provides tools for intera…	78	B	88	51	—	79	81
134	Kali Linux MCP Server Provides secure access to Kali Linux security tools through a dockerized enviro…	78	B	80	82	—	22	95
135	io.github.svnscha/mcp-windbg Bridges AI models with WinDbg for crash dump analysis and remote debugging.	78	B	71	61	—	97	80
136	GitHub Actions MCP Server GitHub Actions Model Context Protocol Server that allows you to create, manage,…	78	B	100	71	—	31	81
137	spm-search-mcp An MCP server that allows coding agents to search the Swift Package Index and r…	78	B	67	68	—	86	83
138	Oracle Database MCP Server Enables GitHub Copilot and other LLMs to execute read-only SQL queries against …	78	B	84	67	—	57	82
139	VibeCheck MCP Server An AI-powered security audit tool that analyzes codebases for vulnerabilities u…	78	B	90	62	—	45	92
140	lit-forge-mcp Personal asset planning for Japan's つみたて NISA / iDeCo: 4 zero-auth tools — `sim…	78	B	78	—	—	55	95
141	tf-dialect Exposes your organization's Terraform style guide to AI coding agents, enabling…	78	B	94	55	—	40	92
142	Graph based reasoning Enable advanced AI reasoning workflows using graph-based thought representation…	78	B	94	58	—	37	95
143	MCP Gitlab Secure MCP server for GitLab projects, merge requests, issues, and pipelines	78	B	66	82	—	51	95
144	io.github.daedalus/mcp-cryptography Exposes various cryptographic operations including key generation, symmetric/as…	78	B	66	—	—	76	95
145	Vigía What breaks between versions, per-version vulnerabilities, compatible versions:…	78	B	—	—	89	—	67
146	Waygate MCP A security-hardened, containerized MCP server framework that provides superior …	78	B	90	66	—	55	81
147	Tempo Filler MCP Server A Model Context Protocol server enabling AI assistants to interact with Tempo's…	78	B	71	75	—	70	81
148	package-registry-mcp MCP server for searching and getting up-to-date information about NPM, Cargo, P…	78	B	67	61	—	70	95
149	openrouter-mcp-multimodal All-in-one multimodal MCP for 300+ OpenRouter models: text chat, image / audio …	77	B	96	68	—	41	76
150	test Auto-detects test framework (pytest, jest, vitest) and returns structured resul…	77	B	84	30	—	92	94

Showing 101–150 of 2410 servers

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