MCP Scoreboard

67226

Discovered

→

32320

Scored

→

2112

Verified

→

16953

Complete

Our Methodology How we score servers → Find & Claim Your Server Free score alerts & badge →

Last updated 4 hours, 1 minute ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
12701	Domain Checker Claim Enables checking domain name availability using WHOIS lookups and DNS resolutio…	C 60 ⁵⁄₅	◉ ⏳	60	33	—	19	81	100
12702	MCP-CAN ⚡ Claim Enables LLMs to interact with vehicle CAN bus and OBD-II data through a simulat…	C 60 ⁵⁄₅	◉ ⏳	54	41	—	44	81	81
12703	Emotion Dataset Analysis MCP Server ⚡ Claim 1 This MCP server enables users to interact with and analyze the dair-ai/emotion …	C 60 ⁵⁄₅	◉ ⏳	48	30	—	45	83	99
12704	Healthcare Analytics MCP Server ⚡ Claim Enables comprehensive healthcare data analysis using Tuva Health demo data with…	C 60 ⁵⁄₅	◉ ⏳	72	31	—	22	81	88
12705	Xiaohongshu (RedBook) MCP Server Claim Enables automated interaction with Xiaohongshu (Little Red Book) platform inclu…	C 60 ⁵⁄₄	◉ ⏳	60	33	N/A	26	95	82
12706	MCP Base ⚡ Claim A generic Model Context Protocol framework for building AI-powered applications…	C 60 ⁵⁄₅	◉ ⏳	66	36	—	23	81	87
12707	GitLab Kanban MCP Server ⚡ Claim 2 A Model Context Protocol server that enables management of GitLab Kanban boards…	C 60 ⁵⁄₅	◉ ⏳	65	56	—	19	81	67
12708	SWMM-MCP ⚡ Claim 1 An MCP server that provides a toolbox for interacting with EPA SWMM stormwater …	C 60 ⁵⁄₄	◉ ⏳	51	30	N/A	24	92	100
12709	S3-Compatible 3D Storage MCP Server Claim 1 An MCP server for managing and publishing 3D files using S3-compatible storage …	C 60 ⁵⁄₅	◉ ⏳	57	32	—	26	81	100
12710	AWS Customer Playbook Advisor MCP ⚡ Claim 2 Provides real-time access to AWS security best practices, incident response pla…	C 60 ⁵⁄₅	◉ ⏳	72	56	—	18	82	60
12711	chainlist-mcp ⚡ Claim 1 An MCP server that gives AI agents fast access to verified EVM chain informatio…	C 60 ⁵⁄₅	◉ ⏳	55	27	—	38	82	100
12712	Zhipu AI Image Generator MCP Server ⚡ Claim Enables text-to-image generation using Zhipu AI's CogView4 model with support f…	C 60 ⁵⁄₅	◉ ⏳	72	35	—	24	81	81
12713	Role-Specific Context MCP Server Claim 1 A Model Context Protocol server that enables role-based context management for …	C 60 ⁵⁄₅	◉ ⏳	63	35	—	24	81	90
12714	PyPI MCP Server ⚡ Claim Enables AI assistants to search PyPI packages and retrieve detailed metadata, v…	C 60 ⁵⁄₅	◉ ⏳	70	30	—	15	83	95
12715	Security Testing MCP Server Claim Provides penetration testing tools including nmap, nikto, sqlmap, wpscan, and e…	C 60 ⁵⁄₄	◉ ⏳	72	31	N/A	22	87	78
12716	Paloma DEX MCP Server ⚡ Claim 1 A Model Context Protocol server that enables AI agents to autonomously execute …	C 60 ⁵⁄₅	◉ ⏳	65	28	—	25	81	97
12717	Chess MCP Server ⚡ Claim Enables chess gameplay and interaction through MCP protocol. Allows users to pl…	C 60 ⁵⁄₅	◉ ⏳	56	82	—	24	81	44
12718	Voicevox MCP Server Claim A server that enables Claude 3.7 and other AI agents to access VOICEVOX-compati…	C 60 ⁵⁄₅	◉ ⏳	48	100	—	41	81	22
12719	jirispilka-actors-mcp-server ⚡ Claim Greet anyone by name with friendly, personalized messages. Explore the origin o…	C 60 ⁶⁄₆	◉ ⏳	90	46	0	55	81	92
12720	footballbin-mcp-server ⚡ Claim AI match predictions for Premier League & Champions League - scores, goals, cor…	C 60 ⁶⁄₄	◉ ⏳	66	61	0	49	95	92
12721	Cloudflare Remote MCP Server (No Auth) Claim A template for deploying a remote MCP server on Cloudflare Workers without auth…	C 60 ⁵⁄₅	◉ ⏳	48	56	—	21	81	86
12722	PDF Reader MCP Server ⚡ Claim 1 An MCP server that provides comprehensive PDF processing capabilities including…	C 60 ⁵⁄₄	◉ ⏳	47	27	N/A	32	95	99
12723	DOI to BibTeX MCP Server ⚡ Claim Converts Digital Object Identifiers (DOIs) to BibTeX format using the official …	C 60 ⁶⁄₆	◉ ⏳	78	58	0	42	81	100
12724	nft-analytics-mcp ⚡ Claim 1 An MCP server that delivers NFT collection analytics powered by data from Dune …	C 60 ⁵⁄₅	◉ ⏳	45	40	—	38	81	96
12725	MCP2Brave ⚡ Claim 1 A server based on the MCP protocol that uses the Brave API for web search funct…	C 60 ⁵⁄₅	◉ ⏳	70	27	—	35	81	84
12726	Ubuntu VM Control Claim Enables AI assistants to interact with Ubuntu VMs via SSH, including executing …	C 60 ⁵⁄₅	◉ ⏳	64	31	—	19	81	97
12727	USDA Nutrition Database MCP Server ⚡ Claim 1 Provides intelligent access to the USDA nutrition database through AI assistant…	C 60 ⁵⁄₅	◉ ⏳	74	28	—	21	74	94
12728	Jokes MCP Server Claim 1 A Model Context Protocol server that enables Microsoft Copilot Studio to fetch …	C 60 ⁵⁄₄	◉ ⏳	45	17	N/A	51	94	100
12729	Alpaca MCP Server ⚡ Claim 2 A Model Context Protocol server enabling LLMs like Claude to interact with the …	C 60 ⁵⁄₅	◉ ⏳	51	37	—	34	81	96
12730	Gemini CLI RAG MCP Claim Transforms static gemini-cli documentation into a queryable RAG service, enabli…	C 60 ⁵⁄₅	◉ ⏳	64	22	—	34	83	97
12731	IMS MCP Server Claim Exposes the Integrated Memory System (IMS) capabilities, including session mana…	C 60 ⁵⁄₅	◉ ⏳	60	43	—	25	81	84
12732	Utility MCP Server ⚡ Claim Provides general-purpose utility tools for Computer Agent ecosystem integration…	C 60 ⁵⁄₅	◉ ⏳	54	41	—	22	81	97
12733	Pendle Finance MCP Server Claim Enables interaction with Pendle Finance DeFi protocol to fetch live yields, sim…	C 60 ⁵⁄₅	◉ ⏳	52	56	—	21	81	84
12734	flight-search-mcp ⚡ Claim	C 60 ⁵⁄₄	◉ ⏳	60	42	N/A	21	95	75
12735	Weather MCP MY ⚡ Claim Model Context Protocol (MCP) server that provides weather forecast, warnings, w…	C 60 ⁵⁄₅	◉ ⏳	54	27	—	46	81	93
12736	AutoBot MCP ⚡ Claim Enables remote control and automation of Android devices through the Model Cont…	C 60 ⁵⁄₅	◉ ⏳	54	36	—	29	81	97
12737	PubChem-MCP ⚡ Claim 1 An MCP server that provides tools for querying the PubChem database for detaile…	C 60 ⁵⁄₅	◉ ⏳	63	28	—	25	81	100
12738	gong-mcp Claim gong-mcp	C 60 ⁵⁄₅	◉ ⏳	84	57	—	25	81	37
12739	MCP Clusters API Server Claim 1 A Model Context Protocol server implementation that provides endpoints for wall…	C 60 ⁵⁄₅	◉ ⏳	33	81	—	20	81	81
12740	simplifier-mcp ⚡ Claim 2 MCP Server for Simplifier - manage Connectors, BusinessObjects, Datatypes and l…	C 60 ⁵⁄₄	◉ ⏳	81	40	N/A	62	83	29
12741	Chunky MCP ⚡ Claim 1 An MCP server that manages chunking and reading of large responses, allowing to…	C 60 ⁵⁄₄	◉ ⏳	51	30	N/A	43	92	88
12742	Desktop Image Manager MCP Server ⚡ Claim 1 A Model Context Protocol server that manages desktop images, providing function…	C 60 ⁵⁄₅	◉ ⏳	41	100	N/A	24	95	24
12743	Stepstone Job Search MCP Server ⚡ Claim 1 Enables searching for job listings on the German job portal Stepstone.de with m…	C 60 ⁶⁄₆	◉ ⏳	100	58	0	22	80	86
12744	Dual MCP Server for IoT & Memory Claim Provides two Model Context Protocol servers that enable controlling IoT devices…	C 60 ⁵⁄₅	◉ ⏳	64	31	—	19	81	99
12745	GeoSpatial MCP Server ⚡ Claim 1 A Model Context Protocol (MCP) based geographic processing server that provides…	C 60 ⁵⁄₅	◉ ⏳	48	100	—	39	83	19
12746	docvet ⚡ Claim Docstring quality vetting for Python -- enrichment, freshness, coverage, and pr…	C 60 ⁶⁄₆	◉ ⏳	78	31	0	89	84	91
12747	Superset MCP Server Claim 1 A Model Context Protocol server that enables large language models to interact …	C 60 ⁵⁄₅	◉ ⏳	39	68	—	22	76	88
12748	German Family Business Knowledge Graph … Claim 1 An MCP server that enables AI assistants to query and access structured knowled…	C 60 ⁵⁄₅	◉ ⏳	63	33	—	29	81	90
12749	asterpay-mcp-server Claim 1 MCP Server for AsterPay x402 Data API — market data, AI tools, crypto analytics…	C 60 ⁵⁄₅	◉ ⏳	21	66	—	33	82	100
12750	NexonCo MCP ⚡ Claim An advanced Medical Care Platform server designed for accessing and analyzing c…	C 60 ⁶⁄₆	◉ ⏳	76	53	0	63	81	91

Showing 12701–12750 of 67226 servers

« Prev 1 … 253 254 255 256 257 … 1345 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops