MCP Scoreboard

66913

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32116

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2112

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16953

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Last updated 3 hours, 26 minutes ago

Grade Distribution

Score Distribution

#	Server	Score	Visibility	Schema	Protocol	Reliability	Maint.	Security ↓	Agent	Lang
◎ Verified Scores
101	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
102	LocalMCP ⚡ Claim An advanced MCP-based AI agent system with intelligent tool orchestration, mult…	C 56 ⁴⁄₃	◐ ⏳	54	31	N/A	41	95	—
◉ Complete Scores
103	ICE Locator MCP Server ⚡ Claim Enables searching for ICE detainee locations using AI-powered natural language …	C 55 ⁶⁄₄	◉ ⏳	60	38	0	60	95	84
104	ZeroTrusted-ai PII Detection Agent Claim ZeroTrusted-ai PII Detection Agent	C 56 ⁵⁄₄	◉ ⏳	36	17	N/A	45	95	96
105	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
106	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
107	MCP Demo Server ⚡ Claim A demonstration MCP server showcasing tools (calculator, file operations, weath…	B 76 ⁵⁄₅	◉ ⏳	84	91	N/A	51	95	44
◐ Assessed Scores
108	meok-watermark-attest-mcp Claim EU AI Act Article 50 watermarking + transparency compliance MCP. Built for the …	B 75 ³⁄₃	◐ ⏳	72	N/A	N/A	53	95	—
◉ Complete Scores
109	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
◎ Verified Scores
110	Bluesky Context Server Claim A simple MCP server that can enable MCP clients to query Bluesky instances.	C 56 ⁵⁄₃	◎ ⏳	72	61	0	42	95	—
◉ Complete Scores
111	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
◐ Assessed Scores
112	Turbular Claim 1 Provides a unified API to connect LLMs to various databases, with schema normal…	C 56 ⁴⁄₃	◐ ⏳	43	42	—	45	95	—
◉ Complete Scores
113	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
114	game-mcp Claim Discovers and manages installed games on Windows from Steam, Epic, GOG, Xbox, a…	C 57 ⁴⁄₃	◐ ⏳	56	20	N/A	59	95	—
◉ Complete Scores
115	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
◐ Assessed Scores
116	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	—
117	Delphi-MCP-Server Claim Native Delphi Server implementation of the Model Context Protocol (MCP)	C 65 ³⁄₃	◐ ⏳	54	N/A	N/A	44	95	—	PA
◉ Complete Scores
118	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
119	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
◐ Assessed Scores
120	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	—
121	Udemy MCP ⚡ Claim 1 MCP server for Udemy instructors to manage courses, reviews, Q\&A, content anal…	C 58 ³⁄₃	◐ ⏳	45	N/A	N/A	29	95	—
◉ Complete Scores
122	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
123	Music Media MCP Server ⚡ Claim Enables users to generate AI-powered music videos by analyzing visual content t…	C 55 ⁶⁄₄	◉ ⏳	72	42	0	27	95	91
◐ Assessed Scores
124	WinAutoWx Claim Enables automated WeChat operations on Windows through pywinauto, allowing user…	C 56 ⁴⁄₃	◐ ⏳	50	52	N/A	22	95	—
125	MCP Test Server ⚡ Claim A TypeScript-based test implementation for the Model Context Protocol (MCP) wit…	C 56 ⁴⁄₃	◐ ⏳	60	22	N/A	43	95	—
◎ Verified Scores
126	context7-mcp ⚡ Claim Context7 MCP is a service that provides developers with the latest code documen…	C 57 ⁵⁄₃	◎ ⏳	72	65	0	45	95	—
◉ Complete Scores
127	Whisper Speech Recognition MCP Server ⚡ Claim Enables high-performance audio transcription using Faster Whisper with CUDA acc…	C 55 ⁵⁄₄	◉ ⏳	66	17	N/A	32	95	58
◐ Assessed Scores
128	awesome-mcp Claim 🚀 Discover and explore a curated list of MCP servers, tools, and resources for …	C 56 ³⁄₃	◐ ⏳	44	N/A	N/A	26	95	—
◉ Complete Scores
129	docs2prompt MCP Server ⚡ Claim 1 An MCP server that enables clients to extract LLM-friendly prompts from documen…	C 55 ⁵⁄₄	◉ ⏳	23	32	N/A	41	95	92
130	Streamable HTTP MCP Server ⚡ Claim Serve MCP resources and tools over a streamable HTTP interface to enable dynami…	D 48 ⁵⁄₄	◉ ⏳	24	35	N/A	23	95	60
131	Z.ai Integration MCP Server ⚡ Claim Provides filesystem access and integration with Z.ai's GLM-4 models for code ge…	B 75 ⁵⁄₄	◉ ⏳	78	68	N/A	22	95	98
◐ Assessed Scores
132	mcp-filesystem ⚡ Claim Advanced filesystem operations with strict security boundaries for AI agents	C 55 ⁴⁄₃	◐ ⏳	60	12	N/A	49	95	—
133	IX-API MCP Server ⚡ Claim An auto-generated Multi-Agent Conversation Protocol Server that enables interac…	C 56 ⁴⁄₃	◐ ⏳	60	40	N/A	21	95	—
134	mythos-agent ⚡ Claim Open-source AI security agent: SAST, DAST, and policy-as-code over MCP.	A 93 ³⁄₃	◐ ⏳	92	N/A	N/A	91	95	—
135	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
136	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
137	Model Context Protocol Server for Solan… ⚡ Claim A server that enables interaction with the Solana blockchain, providing access …	C 56 ⁴⁄₃	◐ ⏳	64	20	N/A	41	95	—
◉ Complete Scores
138	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
◐ Assessed Scores
139	mcp-agentapi ⚡ Claim	C 58 ⁴⁄₃	◐ ⏳	54	30	N/A	51	95	—
140	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
141	MCP Employee API Server ⚡ Claim Enables AI assistants to manage employee data through a REST API with full CRUD…	C 58 ⁵⁄₄	◉ ⏳	48	25	N/A	24	95	94
◐ Assessed Scores
142	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	—
143	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
144	Stochastic Thinking Server Claim Provide advanced stochastic algorithms and probabilistic decision-making capabi…	C 56 ⁶⁄₄	◉ ⏳	84	42	0	31	95	80
◐ Assessed Scores
145	hr-faq-rag ⚡ Claim MCP server that enables querying an HR FAQ document via RAG, returning accurate…	C 55 ³⁄₃	◐ ⏳	42	N/A	N/A	25	95	—
◎ Verified Scores
146	lakevision Claim Lakevision is a tool which provides insights into your Apache Iceberg based Dat…	C 55 ⁵⁄₃	◎ ⏳	54	63	0	66	95	—
◐ Assessed Scores
147	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	—
◉ Complete Scores
148	Memory MCP Server ⚡ Claim Exposes local persistent memory as an MCP server with Markdown storage, PARA or…	C 56 ⁵⁄₄	◉ ⏳	66	32	N/A	58	95	25
◐ Assessed Scores
149	wechat-devtools-mcp ⚡ Claim 1 MCP Server for WeChat DevTools CLI - Automate development & testing with 7 aggr…	D 51 ³⁄₃	◐ ⏳	21	N/A	N/A	41	95	—
150	MCP Fetch ⚡ Claim Enables browser automation using Puppeteer through the MCP interface. Allows la…	C 56 ⁴⁄₃	◐ ⏳	48	50	N/A	25	95	—

Showing 101–150 of 66913 servers

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