MCP Scoreboard

← All Publishers

#	Server	Score	Grade	Schema	Protocol	Reliability	Maint.	Security
1	testing Test generation, mocks, coverage analysis for AI agents	89	A	100	—	—	55	95
2	web Web scraping, search, monitoring, and HTML-to-markdown for AI agents	87	A	94	—	—	52	95
3	crypto Hash, encode, UUID, password analysis for AI agents	86	A	90	—	—	55	95
4	mcp-docker-tools Provides Docker management tools for AI agents, including inspecting containers…	86	A	100	—	—	52	95
5	mcp-dep-tools MCP server providing dependency and package management tools for AI agents. Ana…	84	B	94	—	—	35	95
6	mcp-webhook-tools Webhook management and testing tools for AI agents. Provides tools for sending,…	84	B	94	—	—	40	95
7	mcp-npm-tools MCP server providing npm registry search, package details, dependency auditing,…	83	B	94	—	—	47	95
8	database SQL formatting, schema visualization, migration generation	83	B	94	—	—	47	95
9	file Dir tree, file stats, duplicates, LOC for AI agents	83	B	94	—	—	47	95
10	math Calculator, units, statistics for AI agents	83	B	90	—	—	40	95
11	schema JSON Schema, TypeScript types, mocks for AI agents	83	B	94	—	—	35	95
12	color Color convert, palette, contrast checker for AI agents	83	B	94	—	—	47	95
13	mcp-task-tools Provides task and project management tools for AI agents, including todo list m…	83	B	94	—	—	35	95
14	github GitHub analytics - repos, PRs, issues, releases, contributors	82	B	78	—	—	55	95
15	seo SEO analysis - meta tags, keywords, links, page speed	82	B	90	—	—	52	95
16	mcp-json-tools An MCP server that provides tools for JSON validation, diffing, and transformat…	80	B	72	—	—	55	95
17	mcp-a11y-tools Provides AI agents with web accessibility analysis tools via MCP, enabling chec…	80	B	76	—	—	40	95
18	git Git log, diff, blame, branch stats for AI agents	80	B	72	—	—	55	95
19	mcp-image-tools MCP server providing image analysis tools for AI agents, including metadata ext…	80	B	96	—	—	32	95
20	time Timezone, dates, cron, timestamps for AI agents	79	B	72	—	—	40	95
21	string String analyzer, diff, templates for AI agents	79	B	76	—	—	40	95
22	mcp-docs-tools Provides documentation generation and analysis tools for AI agents, including J…	78	B	88	—	—	37	95
23	mcp-network-tools Network diagnostics tool for AI agents that provides DNS lookup, IP geolocation…	78	B	90	—	—	37	95
24	mcp-cache-tools Analyzes, generates, simulates, and optimizes caching strategies across HTTP, C…	78	B	76	—	—	40	95
25	config JSON, YAML, TOML, INI config tools for AI agents	76	B	72	—	—	40	95
26	log Log parse, filter, analyze for AI agents	76	B	70	—	—	40	95
27	env Dotenv parser, ports, system info for AI agents	75	B	72	—	—	52	95
28	mcp-lint-tools Code linting and style checking tools for AI agents, exposed as an MCP server. …	75	B	82	—	—	37	95
29	i18n Locale detect, translations, plurals for AI agents	73	B	76	—	—	37	95
30	perf Benchmark, memory, Big O analysis for AI agents	71	B	72	—	—	37	95
31	mcp-api-tools A comprehensive suite of HTTP and API testing tools that enables AI agents to p…	64	C	96	—	—	53	76
32	mcp-regex-tools Provides a suite of regex and text processing tools for AI agents, including pa…	62	C	72	—	—	53	91
33	mcp-markdown-tools An MCP server that provides tools for analyzing, linting, formatting, and gener…	57	C	51	—	—	53	95

Showing 1–33 of 33 servers

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