MCP Scoreboard

69027

Discovered

→

33772

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 2 hours, 53 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6151	jsr-mcp ⚡ Claim Model Context Protocol server for the JSR (JavaScript Registry)	B 72 ⁵⁄₅	◉ ⏳	66	71	—	42	82	94
6152	Frontrun MCP Server ⚡ Claim Provides AI agents with native access to the Frontrun API to track venture capi…	B 72 ⁵⁄₅	◉ ⏳	60	72	—	50	78	99
6153	Self-Hosted EdgeOne Pages MCP Server Claim Enables AI assistants to deploy and manage static websites directly on EdgeOne …	B 72 ⁵⁄₅	◉ ⏳	88	58	—	24	82	96
6154	Game World Sandbox MCP Claim Enables creation and management of structured game worlds for text adventures a…	B 72 ⁵⁄₅	◉ ⏳	78	65	—	34	81	94
6155	XLSX Reader MCP ⚡ Claim 1 A Model Context Protocol server that enables reading and analyzing Excel docume…	B 72 ⁵⁄₅	◉ ⏳	81	100	—	33	81	46
6156	TMB Bus Arrival Times ⚡ Claim 1 Provides real-time bus arrival information for TMB (Transports Metropolitans de…	B 72 ⁵⁄₅	◉ ⏳	80	63	—	21	82	100
6157	AI Studio MCP Server ⚡ Claim 1 A Model Context Protocol server that connects to Google AI Studio/Gemini API, e…	B 72 ⁵⁄₅	◉ ⏳	81	68	—	27	81	91
6158	Sassy Fact Check Bot ⚡ Claim Generates witty, citation-backed responses to health myths and misinformation w…	B 72 ⁵⁄₅	◉ ⏳	90	56	—	24	81	97
6159	metasearch-mcp ⚡ Claim 1 MCP server for using various search tools like Tavily API. Planning to support …	B 72 ⁵⁄₄	◉ ⏳	63	61	N/A	41	95	96
6160	John Deere Operations Center MCP Server ⚡ Claim Enables interaction with the John Deere Operations Center to browse organizatio…	B 72 ⁵⁄₄	◉ ⏳	66	68	N/A	32	88	100
6161	Investidor10 MCP Server Claim Investidor10 MCP Server	B 72 ⁵⁄₅	◉ ⏳	72	52	—	68	82	86
6162	Code Intelligence MCP Server Claim Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tre…	B 72 ⁵⁄₄	◉ ⏳	92	51	N/A	27	90	84
6163	reporecall ⚡ Claim Local codebase memory, auto-generated wiki, and interactive architecture dashbo…	B 72 ⁵⁄₄	◉ ⏳	94	0	N/A	81	91	98
6164	ssh-mcp-server ⚡ Claim Enables secure remote command execution and bidirectional file transfers on SSH…	B 72 ⁵⁄₅	◉ ⏳	72	56	—	56	76	100
6165	XiaoHongShu MCP Claim Enables AI agents to publish content to XiaoHongShu (Little Red Book) social pl…	B 72 ⁵⁄₄	◉ ⏳	72	67	N/A	24	95	89
6166	OverleafMCP ⚡ Claim Model Context Protocol (MCP) server that lets AI assistants read Overleaf proje…	B 72 ⁵⁄₅	◉ ⏳	78	62	N/A	30	81	100
6167	Shodan MCP Server ⚡ Claim Enables comprehensive security reconnaissance, vulnerability assessment, and th…	B 72 ⁵⁄₅	◉ ⏳	78	55	—	45	81	95
6168	CryptoGuardClient ⚡ Claim 1 Per-transaction deterministic crypto validator for AI trading agents. Validate …	B 72 ⁶⁄₆	◉ ⏳	84	66	42	74	80	87
6169	AI Dev Assistant ⚡ Claim 1 Bridges Claude Desktop to local Windows 10 development environments to enable r…	B 72 ⁵⁄₄	◉ ⏳	72	66	N/A	30	90	91
6170	Translations MCP Server Claim 1 Enables automatic discovery and fast searching of translation files in projects…	B 72 ⁵⁄₄	◉ ⏳	78	58	N/A	30	92	94
6171	registrum-mcp ⚡ Claim 2 UK Companies House data via the Registrum API — search companies, get enriched …	B 72 ⁵⁄₅	◉ ⏳	74	100	—	39	83	50
6172	MCP RAG Server ⚡ Claim 1 Provides local Retrieval-Augmented Generation (RAG) capabilities using Ollama f…	B 72 ⁵⁄₄	◉ ⏳	78	57	N/A	24	92	99
6173	Fusion 360 MCP Server ⚡ Claim 1 A Model Context Protocol server that enables Cline to translate natural languag…	B 72 ⁵⁄₄	◉ ⏳	63	68	N/A	42	90	92
6174	OpenAI Assistant MCP Server ⚡ Claim Enables interaction with OpenAI's Chat Completion and Assistants APIs, supporti…	B 72 ⁵⁄₅	◉ ⏳	78	65	—	24	81	99
6175	n8n MCP Server ⚡ Claim 2 A Model Context Protocol server that allows AI agents to interact with n8n work…	B 72 ⁵⁄₅	◉ ⏳	63	73	—	43	78	99
6176	arXiv MCP Server Claim 1 Enables AI assistants to search, retrieve, analyze, and export academic papers …	B 72 ⁵⁄₄	◉ ⏳	73	61	—	41	89	92
6177	Console MCP Server ⚡ Claim Captures and stores console output from any process in SQLite with full-text se…	B 72 ⁵⁄₄	◉ ⏳	72	65	N/A	28	95	92
6178	Docker MCP ⚡ Claim A tool that helps AI agents interact with Docker containers on local or remote …	B 72 ⁵⁄₄	◉ ⏳	66	58	N/A	39	95	99
6179	mcp-chatgpt-responses Claim 1 MCP server for Claude to talk to ChatGPT and use its web search capability.	B 72 ⁵⁄₅	◉ ⏳	73	70	—	21	82	100
6180	NYTimes MCP ⚡ Claim Enables access to New York Times content through 5 specialized tools including …	B 72 ⁵⁄₅	◉ ⏳	74	68	—	45	81	87
6181	GitHub Team Management MCP Server ⚡ Claim Enables comprehensive GitHub project management automation including creating/m…	B 72 ⁵⁄₅	◉ ⏳	82	68	—	31	76	89
6182	Bible MCP Server ⚡ Claim Enables AI assistants to retrieve Bible passages from multiple translations (ES…	B 72 ⁵⁄₅	◉ ⏳	76	71	—	39	81	86
6183	DevUtils MCP Server ⚡ Claim 1 Provides essential developer tools for workspace management, including advanced…	B 72 ⁵⁄₄	◉ ⏳	86	55	N/A	32	87	89
6184	nmap-mcp ⚡ Claim 2 Enables AI agents to perform automated network security assessments using Nmap,…	B 72 ⁵⁄₅	◉ ⏳	63	100	—	48	92	46
6185	Ghidra Headless MCP ⚡ Claim A headless Ghidra server that enables AI agents to perform deep reverse-enginee…	B 72 ⁵⁄₅	◉ ⏳	96	31	—	51	81	98
6186	project-context-mcp ⚡ Claim 1 Exposes `.context/` folder files as MCP resources, giving Claude Code instant a…	B 72 ⁵⁄₄	◉ ⏳	64	38	N/A	71	92	100
6187	macOS Notify MCP ⚡ Claim 2 An MCP server that enables AI assistants like Claude to send native macOS notif…	B 72 ⁵⁄₄	◉ ⏳	69	58	N/A	34	95	97
6188	OakVar MCP Server ⚡ Claim 1 Enables AI assistants to perform genomic variant analysis using OakVar, includi…	B 72 ⁵⁄₄	◉ ⏳	78	57	N/A	24	90	100
6189	GASSAPI MCP Server ⚡ Claim Enables AI assistants to manage API endpoints, environments, and testing workfl…	B 72 ⁵⁄₅	◉ ⏳	78	63	—	29	81	97
6190	OpenWeather MCP Server ⚡ Claim Provides real-time weather data and forecasts for locations worldwide using the…	B 72 ⁵⁄₅	◉ ⏳	68	71	—	44	82	92
6191	claude-mcp-server-gateway Claim A lightweight Claude MCP gateway that dynamically loads tools only when needed,…	B 72 ⁵⁄₄	◉ ⏳	78	37	N/A	48	95	98
6192	inspect-logs-mcp ⚡ Claim Enables LLMs to explore and analyze UK Government BEIS inspect_ai evaluation lo…	B 72 ⁵⁄₅	◉ ⏳	68	74	N/A	24	95	90
6193	Playwright MCP Server Claim Provides browser automation capabilities using Playwright, enabling users to na…	B 72 ⁵⁄₄	◉ ⏳	78	56	N/A	27	90	100
6194	mcp-gitpro ⚡ Claim 1 A context-efficient GitHub MCP server designed for AI agents to manage reposito…	B 72 ⁵⁄₅	◉ ⏳	72	71	—	91	82	46
6195	HubSpot MCP Server Claim Enables interaction with HubSpot CRM to create, update, delete, and fetch summa…	B 72 ⁵⁄₅	◉ ⏳	72	66	—	42	81	91
6196	MCP Host RPC Bridge ⚡ Claim A server that bridges MCP tool calls to JSON-RPC function calls over socket con…	B 72 ⁵⁄₅	◉ ⏳	78	71	—	49	81	71
6197	CHUK MCP Solver Claim Provides constraint satisfaction and optimization capabilities to LLMs and AI a…	B 72 ⁵⁄₅	◉ ⏳	72	58	—	62	81	89
6198	Microsoft Planner MCP ⚡ Claim Enables interaction with Microsoft Planner tasks through natural language using…	B 72 ⁵⁄₄	◉ ⏳	84	62	N/A	25	80	99
6199	UniProt MCP Server ⚡ Claim 1 Enables AI assistants to access protein information directly from UniProt, allo…	B 72 ⁵⁄₅	◉ ⏳	90	45	—	46	81	91
6200	Weather MCP ⚡ Claim Enables weather data retrieval and visualization with support for geocoding, mu…	B 72 ⁵⁄₅	◉ ⏳	78	68	—	45	81	80

Showing 6151–6200 of 69027 servers

« Prev 1 … 122 123 124 125 126 … 1381 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops