MCP Scoreboard

30006

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24039

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1224

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16961

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Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
3151	greptile-mcp ⚡ Claim greptile-mcp	B 77 ⁵⁄₅	◉	78	72	—	47	81	99
3152	MCP Heroku Server Claim 1 Provides comprehensive Heroku application management through the Heroku Platfor…	B 77 ⁵⁄₅	◉	90	68	—	48	78	95
3153	otp-mcp-server ⚡ Claim The server provides secure OTP (One-Time Password) generation. Supports TOTP (T…	B 77 ⁵⁄₅	◉	78	66	—	54	82	99
3154	mcp_server_trending ⚡ Claim 1 Track tech trends across GitHub, Hacker News, Product Hunt, npm, PyPI, arXiv, a…	B 77 ⁵⁄₅	◉	72	91	N/A	74	95	50
3155	GS Robot MCP Server ⚡ Claim 1 A Model Control Protocol plugin for controlling GS cleaning robots, supporting …	B 77 ⁵⁄₅	◉	82	82	—	49	81	81
3156	mcp-auth-servers Claim 🔒 Reference MCP servers that demo how authentication works with the current Mod…	B 77 ⁵⁄₄	◉	80	65	N/A	34	95	100
3157	lotw-mcp ⚡ Claim ARRL Logbook of The World MCP server. QSO query, QSL status, DXCC credit tracki…	B 77 ⁵⁄₅	◉	70	82	N/A	38	95	92
3158	MDict MCP Server ⚡ Claim A server that provides access to MDict dictionaries through the Model Context P…	B 77 ⁵⁄₄	◉	68	62	N/A	62	94	100
3159	jupytercad-mcp ⚡ Claim 1 An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…	B 77 ⁵⁄₅	◉	63	82	N/A	63	95	78
3160	browser-inspector-mcp ⚡ Claim 1 Gives AI coding tools access to the CSS cascade the way DevTools does — which r…	B 77 ⁵⁄₄	◉	84	61	N/A	54	92	91
3161	mcp-perplexity ⚡ Claim 3 MCP Server for the Perplexity API.	B 77 ⁵⁄₅	◉	71	68	—	75	80	96
3162	Visum Thinker MCP Server Claim 1 Provides structured sequential thinking capabilities for AI assistants to break…	B 77 ⁵⁄₅	◉	78	100	N/A	50	95	47
3163	Obsidian MCP Server ⚡ Claim 1 Enables MCP clients to interact with Obsidian vaults via filesystem operations …	B 77 ⁵⁄₄	◉	78	68	N/A	45	90	97
3164	pyBTMCP ⚡ Claim A BLE fitness device simulator that enables AI agents to control simulated hear…	B 76 ⁵⁄₅	◉	96	61	—	27	81	100
3165	MCP Server: SSH Rails Runner ⚡ Claim Enables secure remote execution of Rails console commands over SSH for read-onl…	B 76 ⁵⁄₅	◉	94	57	—	50	81	92
3166	uranium-mcp ⚡ Claim MCP for Uranium NFT tools to mint, list, and manage digital assets on the perma…	B 76 ⁵⁄₄	◉	100	65	N/A	31	83	87
3167	anki-mcp Claim MCP server for anki	B 76 ⁵⁄₅	◉	84	82	N/A	30	95	74
3168	pix-mcp ⚡ Claim Generate Pix QR codes and copy-paste strings with fallback across multiple prov…	B 76 ⁵⁄₅	◉	72	100	—	48	81	70
3169	Dropbox MCP Server Claim 2 A Model Context Protocol server that enables AI applications to interact with D…	B 76 ⁵⁄₅	◉	81	67	—	44	80	100
3170	MCP GDB Server ⚡ Claim 1 Provides GDB debugging functionality for use with Claude or other AI assistants…	B 76 ⁵⁄₅	◉	78	100	N/A	50	89	50
3171	memory-bank-mcp ⚡ Claim A Model Context Protocol (MCP) server implementation for remote memory bank man…	B 76 ⁵⁄₅	◉	70	100	N/A	52	95	53
3172	Agents Registry MCP Server ⚡ Claim Enables AI agents to discover each other and communicate through cryptographica…	B 76 ⁵⁄₅	◉	78	75	—	45	81	95
3173	Agileday MCP Server Claim Connects Agileday's competence and employee data with LLMs, enabling natural la…	B 76 ⁵⁄₅	◉	86	63	—	43	81	99
3174	Azure Omni-Tool MCP Server ⚡ Claim Enables intelligent interaction with Azure resources through natural language b…	B 76 ⁵⁄₅	◉	84	82	—	48	81	75
3175	mcp-function-app-tester ⚡ Claim 1 A TypeScript-based MCP server that enables interaction with Azure Table Storage…	B 76 ⁵⁄₅	◉	90	100	—	49	81	46
3176	mcp-image-downloader ⚡ Claim 2 Enables AI assistants to download images from URLs and perform basic image opti…	B 76 ⁵⁄₄	◉	78	65	N/A	37	91	100
3177	mcp-redis-cloud ✓ ⚡ Claim Manage your Redis Cloud resources effortlessly using natural language. Create d…	B 76 ⁵⁄₅	◉	84	62	—	45	85	97
3178	Gmail MCP Server ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to search, read, and…	B 76 ⁵⁄₅	◉	77	77	—	52	80	89
3179	Lumenore Analytics MCP Server Claim Provides AI assistants with access to Lumenore's analytics capabilities, enabli…	B 76 ⁵⁄₅	◉	82	72	—	43	81	94
3180	ChemCP ⚡ Claim MCP App that renders 2D molecular structures from SMILES using RDKit.js	B 76 ⁵⁄₄	◉	72	70	N/A	41	90	100
3181	claude-session-manager Claim Claude Code Session Manager	B 76 ⁵⁄₄	◉	90	51	N/A	37	92	100
3182	Medium MCP Server ⚡ Claim 1 A browser-based solution that enables programmatic interaction with Medium's co…	B 76 ⁵⁄₄	◉	76	62	N/A	55	90	94
3183	perplexity-mcp-zerver Claim MCP web search using perplexity without any API KEYS	B 76 ⁵⁄₄	◉	100	36	N/A	50	95	92
3184	Voice MCP ⚡ Claim Enables voice interaction with Claude Code through local speech-to-text (Whispe…	B 76 ⁵⁄₄	◉	90	58	N/A	30	95	93
3185	New Relic MCP Server ⚡ Claim 1 Enables AI agents to access New Relic logs and APM data through the NerdGraph A…	B 76 ⁵⁄₅	◉	94	71	—	24	82	92
3186	Todoist MCP Server ⚡ Claim Enables AI assistants to manage Todoist tasks, projects, and labels through nat…	B 76 ⁵⁄₅	◉	82	75	—	27	82	100
3187	bash-command-mcp ⚡ Claim 2 Sophisticated bash command MCP server that runs and manages shell execution.	B 76 ⁵⁄₅	◉	68	100	N/A	52	95	54
3188	boikot Claim Model Context Protocol Server for looking up company ethics information. Learn …	B 76 ⁶⁄₆	◉	82	62	96	39	77	91
3189	Imagen ⚡ Claim Image generation	B 76 ⁵⁄₄	◉	90	68	—	27	90	90
3190	ServiceNow MCP Server ⚡ Claim An implementation that enables Claude to connect to ServiceNow instances, retri…	B 76 ⁵⁄₅	◉	92	61	—	56	77	88
3191	RedNote MCP ⚡ Claim A server that enables access to Xiaohongshu (Little Red Book) content, allowing…	B 76 ⁵⁄₄	◉	76	71	N/A	48	95	85
3192	AWS Billing MCP Server ⚡ Claim Enables users to analyze AWS costs, track spending trends, and detect anomalies…	B 76 ⁵⁄₅	◉	90	73	—	32	81	92
3193	fusionpact-vectordb ⚡ Claim Hybrid vector + reasoning retrieval, agent memory, multi-agent orchestration, M…	B 76 ⁵⁄₄	◉	90	28	N/A	78	95	90
3194	Bitbucket MCP Server ⚡ Claim 1 Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…	B 76 ⁵⁄₅	◉	94	52	—	47	81	100
3195	Code Research MCP Server Claim 2 Facilitates searching and accessing programming resources across platforms like…	B 76 ⁵⁄₅	◉	78	73	—	38	82	100
3196	Asset Price MCP Server ⚡ Claim A server that provides tools for retrieving real-time price information for var…	B 76 ⁵⁄₅	◉	62	100	N/A	44	95	70
3197	cloudflare-browser-rendering-mcp Claim 1 This MCP server provides tools for interacting with Cloudflare Browser Renderin…	B 76 ⁵⁄₅	◉	96	53	—	45	80	99
3198	LibreOffice MCP Server ⚡ Claim Enables AI assistants to create, read, edit, and manipulate LibreOffice documen…	B 76 ⁵⁄₄	◉	84	58	N/A	51	95	88
3199	Aider MCP Server ⚡ Claim Allows Claude Code to offload AI coding tasks to Aider, reducing costs and enab…	B 76 ⁵⁄₄	◉	92	58	N/A	29	95	91
3200	Playwright Fetch MCP Server ⚡ Claim Provides web content fetching capabilities using Playwright browser automation,…	B 76 ⁵⁄₅	◉	84	62	—	54	81	92

Showing 3151–3200 of 30006 servers

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MCP Server Quality Scores

Grade Distribution

Score Distribution