MCP Scoreboard

66913

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2112

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16953

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Last updated 4 hours, 15 minutes ago

Grade Distribution

Score Distribution

#	Server	Score	Visibility	Schema	Protocol	Reliability	Maint.	Security ↓	Agent
◐ Assessed Scores
51	literature-agent-mcp ⚡ Claim Exposes a local biomedical literature pipeline as MCP tools for automated resea…	C 56 ³⁄₃	◐ ⏳	42	N/A	N/A	27	95	—
◉ Complete Scores
52	whois-mcp ⚡ Claim A WHOIS domain name query server based on Model Context Protocol (MCP), support…	C 58 ⁶⁄₄	◉ ⏳	72	65	0	45	95	66
◎ Verified Scores
53	WordPress MCP Server ⚡ Claim 1 Enables interaction with WordPress sites through the WordPress REST API via nat…	C 56 ⁵⁄₃	◎ ⏳	77	66	0	32	95	—
◉ Complete Scores
54	MCP Server Example ⚡ Claim A simple example MCP server that demonstrates basic server functionality and ca…	C 56 ⁵⁄₄	◉ ⏳	48	12	N/A	23	95	100
◐ Assessed Scores
55	WinAutoWx Claim Enables automated WeChat operations on Windows through pywinauto, allowing user…	C 56 ⁴⁄₃	◐ ⏳	50	52	N/A	22	95	—
56	rf-log-mcp ⚡ Claim 1 An MCP server for analyzing Robot Framework test results. It provides LLMs with…	C 57 ³⁄₃	◐ ⏳	39	N/A	N/A	35	95	—
57	hotlogin-mcp ⚡ Claim 1 MCP server for HotLogin Local API that enables AI agents to manage browser envi…	C 57 ³⁄₃	◐ ⏳	39	N/A	N/A	35	95	—
58	Remote MCP with Azure Functions (Python) Claim This project enables running a custom remote MCP server on Azure Functions with…	D 52 ⁴⁄₃	◐ ⏳	50	20	N/A	39	95	—
◉ Complete Scores
59	yahoo-finance-mcp ⚡ Claim Enables retrieval of comprehensive financial data from Yahoo Finance, including…	C 56 ⁶⁄₄	◉ ⏳	76	26	0	49	95	92
◐ Assessed Scores
60	Knowledge Graph Builder Claim Transforms text or web content into structured knowledge graphs using local AI …	D 52 ⁴⁄₃	◐ ⏳	42	38	N/A	28	95	—
61	mcp-server ⚡ Claim An educational MCP server that exposes system tools (like IP, hostname, file op…	C 56 ³⁄₃	◐ ⏳	32	N/A	N/A	43	95	—
62	mcp-dotnet-samples ✓ Claim 1 A comprehensive set of samples of creating and using MCP servers and clients wi…	C 56 ³⁄₃	◐ ⏳	29	N/A	N/A	51	95	—
◉ Complete Scores
63	star ⚡ Claim A fully functional constellation MCP (Model Context Protocol) service, providin…	C 56 ⁶⁄₄	◉ ⏳	72	67	0	45	95	56
64	mcp_hackernews ⚡ Claim MCP server exposing a simple Hacker News search tool (top stories).	C 55 ⁵⁄₄	◉ ⏳	24	30	N/A	28	95	100
◐ Assessed Scores
65	Azure DevOps MCP Server ⚡ Claim 1 A read-only MCP server connecting AI assistants to Azure DevOps Server (on-prem…	B 76 ³⁄₃	◐ ⏳	78	N/A	N/A	47	95	—
◉ Complete Scores
66	MCP Server Test Claim Provide a test implementation of an MCP server to validate and demonstrate MCP …	C 56 ⁵⁄₄	◉ ⏳	48	25	N/A	18	95	92
67	Hello ⚡ Claim Greet anyone instantly with a simple command. Use a ready-made prompt to craft …	C 56 ⁵⁄₄	◉ ⏳	42	47	N/A	18	95	71
◐ Assessed Scores
68	QuickBooks MCP Server by CData Claim QuickBooks MCP Server by CData	C 65 ³⁄₃	◐ ⏳	58	N/A	N/A	36	95	—
◉ Complete Scores
69	Blank Files MCP ⚡ Claim 1 MCP server for listing and retrieving minimal valid blank files from blankfiles…	C 55 ⁶⁄₄	◉ ⏳	51	56	0	37	95	94
◎ Verified Scores
70	Broken Link Checker MCP Server ⚡ Claim Enables checking for broken links on web pages and entire websites through natu…	C 56 ⁵⁄₃	◎ ⏳	90	53	0	25	95	—
◉ Complete Scores
71	Test Generator MCP Server ⚡ Claim Enables automatic generation of test scenarios from user stories uploaded to Cl…	C 58 ⁵⁄₄	◉ ⏳	50	32	N/A	24	95	87
72	MCP-Agent ⚡ Claim Connect to any MCP servers using agents	C 56 ⁶⁄₄	◉ ⏳	66	42	0	53	95	88
◐ Assessed Scores
73	Notion MCP Server ⚡ Claim Auto-generated server that enables interaction with Notion's API through the Mu…	C 56 ⁴⁄₃	◐ ⏳	60	40	N/A	21	95	—
74	Financial Analyst MCP Server Claim Enables interactive stock market analysis using local Deepseek-R1 model through…	D 54 ⁴⁄₃	◐ ⏳	64	22	N/A	27	95	—
◉ Complete Scores
75	Jinko Hotel Booking MCP Server ⚡ Claim Enables AI agents to search, browse, and book hotels from a database of 2 milli…	C 56 ⁶⁄₄	◉ ⏳	66	60	0	20	95	91
76	todoist-ai-mcp ⚡ Claim	C 57 ⁶⁄₄	◉ ⏳	90	10	0	60	95	94
77	TypeScript MCP Server Boilerplate ⚡ Claim A boilerplate project for quickly developing MCP servers using TypeScript SDK, …	D 54 ⁶⁄₄	◉ ⏳	66	73	0	26	95	58
78	Example MCP Server with FastMCP ⚡ Claim An educational example demonstrating how to build MCP servers in Python using F…	C 58 ⁵⁄₄	◉ ⏳	48	22	N/A	29	95	98
◐ Assessed Scores
79	solon-ai Claim Java AI application development framework (supports LLM-tool,skill; RAG; MCP; A…	C 68 ³⁄₃	◐ ⏳	48	N/A	N/A	66	95	—
80	mcp-agentapi ⚡ Claim	C 58 ⁴⁄₃	◐ ⏳	54	30	N/A	51	95	—
◉ Complete Scores
81	Python MCP Server Template Claim A standardized foundation for building Model Context Protocol servers that inte…	D 54 ⁵⁄₄	◉ ⏳	30	25	N/A	21	95	99
◎ Verified Scores
82	vet Claim vet-mcp checks open source packages—like those suggested by AI coding tools—for…	D 54 ⁵⁄₃	◎ ⏳	56	40	0	85	95	—
◐ Assessed Scores
83	utopia Claim MCP that simulates a set of smart home and lifestyle devices, allowing you to t…	C 55 ³⁄₃	◐ ⏳	48	N/A	N/A	12	95	—
84	onemcp-hub Claim OneMCP feature requests, bugs and improvements	C 57 ³⁄₃	◐ ⏳	40	N/A	N/A	33	95	—
◉ Complete Scores
85	Screenshot MCP Server Claim 1 A Model Context Protocol server that enables natural language-driven screenshot…	D 53 ⁵⁄₄	◉ ⏳	33	28	N/A	16	95	93
◐ Assessed Scores
86	Asana MCP Server ⚡ Claim An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…	C 56 ⁴⁄₃	◐ ⏳	60	40	N/A	21	95	—
◉ Complete Scores
87	CryptoSignals ⚡ Claim Real-time crypto volume anomaly detection across 50+ tokens for whale signals	C 66 ⁵⁄₄	◉ ⏳	60	30	N/A	46	95	99
88	Md2svg-mcp ⚡ Claim Converts Markdown text into customizable SVG images, supporting elements like h…	C 58 ⁵⁄₄	◉ ⏳	54	45	N/A	23	95	63
◐ Assessed Scores
89	spring-ai-playground ⚡ Claim Safe local execution layer for AI agent tools. Build, validate, and publish MCP…	C 56 ⁴⁄₃	◐ ⏳	60	17	N/A	48	95	—
90	CLI Agent MCP ⚡ Claim Provides unified access to multiple CLI AI agents (Codex, Gemini, Claude, and O…	C 56 ⁴⁄₃	◐ ⏳	48	31	N/A	50	95	—
91	DevEnvInfoServer Claim 1 An MCP server that provides detailed information about your development environ…	D 54 ⁴⁄₃	◐ ⏳	51	28	N/A	38	95	—
◉ Complete Scores
92	DaVinci Resolve MCP Server ⚡ Claim 1 A Model Context Protocol server that enables AI assistants like Claude to inter…	C 57 ⁵⁄₄	◉ ⏳	45	28	N/A	24	95	93
◐ Assessed Scores
93	Verdict — Compliance for AI-Generated C… Claim Compliance verdicts for AI-generated code. SOC 2, HIPAA, HITRUST for healthcare…	D 53 ³⁄₃	◐ ⏳	30	N/A	N/A	35	95	—
94	markitdown_mcp_server ⚡ Claim	C 57 ⁴⁄₃	◐ ⏳	60	26	N/A	42	95	—
◉ Complete Scores
95	Nextflow Developer Tools MCP ⚡ Claim 1 A Model Context Protocol server designed to facilitate Nextflow development and…	C 57 ⁵⁄₄	◉ ⏳	45	28	N/A	20	95	93
96	openapi-dynamic-mcp ⚡ Claim Connect AI clients to OpenAPI APIs quickly, with one MCP server, direct CLI acc…	B 76 ⁵⁄₄	◉ ⏳	70	72	N/A	60	95	81
◐ Assessed Scores
97	mcp-metaeditor Claim Connects MCP clients to MetaTrader 5 MetaEditor on Linux via Wine, enabling aut…	C 66 ³⁄₃	◐ ⏳	60	N/A	N/A	36	95	—
98	Quick Data for Windows MCP ⚡ Claim A Windows-optimized server providing universal data analytics for JSON and CSV …	D 54 ⁴⁄₃	◐ ⏳	60	12	N/A	47	95	—
99	mcp-server-jdbc Claim 1 An MCP server for generic Database Management System (DBMS) Connectivity via th…	C 57 ³⁄₃	◐ ⏳	39	N/A	N/A	36	95	—
◉ Complete Scores
100	Demo MCP Server ⚡ Claim A simple MCP server that provides a calculator tool, dynamic greeting resources…	C 56 ⁵⁄₄	◉ ⏳	48	17	N/A	21	95	100

Showing 51–100 of 66913 servers

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