MCP Scoreboard

67197

Discovered

→

32318

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 5 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent	Lang
◉ Complete Scores
6001	Index Network MCP Server ⚡ Claim Enables ChatGPT integration with Index Network's discovery protocol through MCP…	B 72 ⁵⁄₅	◉ ⏳	78	68	—	30	81	93
6002	Changerawr MCP Server ⚡ Claim 2 A Model Context Protocol server that enables AI assistants like Claude to manag…	B 72 ⁵⁄₅	◉ ⏳	75	66	—	36	80	97
6003	Google Services MCP Server ⚡ Claim Provides access to Google Sheets, Gmail, and Google Calendar through 13 tools t…	B 72 ⁵⁄₄	◉ ⏳	84	48	N/A	22	95	98
6004	Overleaf MCP Server ⚡ Claim Enables access to Overleaf LaTeX projects through Git integration, allowing use…	B 72 ⁵⁄₅	◉ ⏳	78	58	—	47	81	90
6005	Remote MCP Server with GitHub OAuth ⚡ Claim A Cloudflare Workers-deployed MCP server that provides secure remote access to …	B 72 ⁵⁄₅	◉ ⏳	78	68	—	26	81	95
6006	EKMS MCP Server ⚡ Claim Enables Claude to search, query, and interact with an Enterprise Knowledge Mana…	B 72 ⁵⁄₅	◉ ⏳	88	100	—	27	81	44
6007	MCP-WTIT ⚡ Claim 1 A Model Context Protocol server that provides current time in ISO8601 format wi…	B 72 ⁵⁄₅	◉ ⏳	51	87	N/A	64	95	61
6008	EPICS MCP Server Claim A Python-based server that interacts with EPICS process variables, allowing use…	B 72 ⁵⁄₄	◉ ⏳	72	55	N/A	36	90	100
6009	CodeGraph MCP Server ⚡ Claim Enables querying and analyzing code relationships by building a lightweight gra…	B 72 ⁵⁄₄	◉ ⏳	74	61	N/A	38	95	86
6010	goai Claim 1 AI SDK for building AI-powered applications in Go	B 72 ⁵⁄₄	◉ ⏳	86	61	N/A	64	91	51
6011	Hyperledger Fabric MCP Server Claim Enables AI assistants to interact with Hyperledger Fabric blockchain networks, …	B 72 ⁵⁄₅	◉ ⏳	78	58	—	42	80	95
6012	Civitai MCP Server ⚡ Claim Provides AI assistants with access to Civitai's collection of AI models, enabli…	B 72 ⁵⁄₅	◉ ⏳	90	75	—	60	81	46
6013	Codebase MCP Server ⚡ Claim Provides secure and efficient tools for codebase analysis, including file manag…	B 72 ⁵⁄₅	◉ ⏳	60	60	—	70	81	93
6014	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
6015	mattermost-mcp ⚡ Claim 2 MCP server for Mattermost API. List channels, read/post messages, manage thread…	B 72 ⁵⁄₅	◉ ⏳	75	68	—	31	80	98
6016	Think Tool Server ⚡ Claim Enhance Claude's reasoning capabilities with a dedicated tool for structured th…	B 72 ⁵⁄₄	◉ ⏳	62	55	N/A	47	94	99
6017	Quickchart-MCP-Server ⚡ Claim 2 An MCP server for generating customizable data visualizations using QuickChart.…	B 72 ⁵⁄₅	◉ ⏳	79	63	—	47	80	84
6018	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
6019	ISE MCP Server Claim 1 A Model Context Protocol server that enables programmatic interaction with Cisc…	B 72 ⁵⁄₅	◉ ⏳	65	73	—	43	81	94
6020	Beckn Mobility MCP Server Claim Enables AI agents to search for cabs, view prices, and book rides through the o…	B 72 ⁵⁄₅	◉ ⏳	78	66	—	24	81	100
6021	linear-bootstrap Claim Bootstrap Linear projects from natural language — milestones, epics, issues, an…	B 72 ⁵⁄₄	◉ ⏳	60	72	N/A	63	78	87
6022	Keynote-MCP Claim 1 A Model Context Protocol server that enables AI assistants to control Keynote p…	B 72 ⁵⁄₄	◉ ⏳	75	53	N/A	41	95	92
6023	mcp-for-beginners ✓ Claim This open-source curriculum introduces the fundamentals of Model Context Protoc…	B 72 ⁵⁄₄	◉ ⏳	90	25	N/A	57	90	95	JU
6024	Xcode Diagnostics MCP Plugin Claim Connects to Xcode's build system to extract, parse, and display errors and warn…	B 72 ⁵⁄₄	◉ ⏳	96	30	N/A	37	87	99
6025	Excel Reader Server ⚡ Claim A Model Context Protocol (MCP) server that provides tools for reading Excel (xl…	B 72 ⁵⁄₅	◉ ⏳	86	50	—	43	81	92
6026	axure-mcp-server ⚡ Claim Extracts text, image links, and structural content from public Axure share page…	B 72 ⁵⁄₅	◉ ⏳	78	82	—	53	81	58
6027	ffmpeg-mcp ⚡ Claim FFmpeg video/audio tools: cut, convert, concat, remove silence, and raw command…	B 72 ⁵⁄₅	◉ ⏳	66	100	N/A	51	95	38
6028	TalkToAnki ⚡ Claim 3 An MCP server that enables AI assistants to seamlessly manage Anki flashcards, …	B 72 ⁵⁄₅	◉ ⏳	49	82	N/A	48	92	86
6029	Bun Novel Processor MCP Claim A Bun-based MCP server designed for processing and segmenting long-form novel t…	B 72 ⁴⁄₄	◉ ⏳	60	N/A	N/A	32	95	95
6030	MySQL MCP Server ⚡ Claim Provides secure access to MySQL databases for AI assistants, enabling safe SQL …	B 72 ⁵⁄₅	◉ ⏳	86	61	—	40	81	84
6031	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
6032	Date Operations MCP ⚡ Claim Enables date and time operations including formatting, arithmetic, comparisons,…	B 72 ⁵⁄₅	◉ ⏳	74	60	—	45	81	96
6033	NeverBounce MCP Server ⚡ Claim 1 A Model Context Protocol server that integrates with NeverBounce API to validat…	B 72 ⁵⁄₅	◉ ⏳	77	68	—	21	81	100
6034	Shopify MCP Server ⚡ Claim 1 Provides integration with Shopify to list and search for products via the Shopi…	B 72 ⁵⁄₄	◉ ⏳	72	67	N/A	30	87	96
6035	grok-imagine-mcp Claim 1 An MCP server that automates a headless Chromium browser to generate images usi…	B 72 ⁵⁄₄	◉ ⏳	67	71	N/A	27	95	91
6036	GASSAPI MCP Server ⚡ Claim Enables AI assistants to manage API endpoints, environments, and testing workfl…	B 72 ⁵⁄₅	◉ ⏳	78	63	—	29	81	97
6037	MCP Terminal ⚡ Claim A server that enables AI assistants to execute terminal commands and retrieve o…	B 72 ⁵⁄₅	◉ ⏳	66	58	—	66	80	90
6038	Email MCP Server ⚡ Claim An HTTP/SSE wrapper for the IMAP MCP server that enables users to read, search,…	B 72 ⁵⁄₅	◉ ⏳	84	66	—	29	82	85
6039	Pokemon Paste MCP Server ⚡ Claim Creates shareable Pokepaste URLs from Pokémon team data, allowing users to form…	B 72 ⁵⁄₅	◉ ⏳	86	100	—	41	81	33
6040	Mutmut MCP ⚡ Claim 1 A Model Context Protocol server that provides programmatic APIs for running mut…	B 72 ⁵⁄₅	◉ ⏳	51	82	—	51	81	94
6041	JSON Mapping & Context MCP Servers Claim 1 Enables schema-aware exploration of JSON data by uploading samples, flattening …	B 72 ⁵⁄₅	◉ ⏳	78	65	—	24	82	97
6042	Flux Image MCP Server ⚡ Claim 1 Provides image generation capabilities using the Flux Schnell model on Replicat…	B 72 ⁵⁄₅	◉ ⏳	84	57	—	37	81	94
6043	inspirehep-mcp ⚡ Claim A Python-based MCP server that enables searching for high-energy physics litera…	B 72 ⁵⁄₅	◉ ⏳	60	63	—	53	83	99
6044	VTION E-Commerce MCP Server Claim Provides secure, read-only access to VTION e-commerce analytics data through MC…	B 72 ⁵⁄₅	◉ ⏳	84	65	—	19	81	94
6045	GoHighLevel MCP Server ⚡ Claim Connects Claude Desktop to GoHighLevel CRM with 269+ tools for comprehensive co…	B 72 ⁵⁄₅	◉ ⏳	84	68	—	29	76	91
6046	GitLab MCP Server ⚡ Claim Integrates GitLab with AI assistants to manage merge requests, analyze CI/CD pi…	B 72 ⁵⁄₅	◉ ⏳	88	51	—	40	82	90
6047	Code Search, Read & PR Analysis Claim Enables LLMs to search and read files in local and GitHub repositories, analyze…	B 72 ⁵⁄₅	◉ ⏳	84	100	—	29	81	45
6048	lumen-mcp ⚡ Claim 1 ## 🔦 SnipeFactory: Lumen MCP Engine Lumen MCP is a specialized forensic analys…	B 72 ⁵⁄₄	◉ ⏳	84	52	N/A	33	90	91
6049	Perplexica MCP Server ⚡ Claim 1 A Model Context Protocol server that acts as a proxy to provide LLM access to P…	B 72 ⁵⁄₅	◉ ⏳	65	58	—	72	82	87
6050	Google Docs, Drive & Sheets MCP Server ⚡ Claim Enables deep integration with Google Workspace for AI assistants, allowing for …	B 72 ⁵⁄₅	◉ ⏳	84	41	—	56	81	97

Showing 6001–6050 of 67197 servers

« Prev 1 … 119 120 121 122 123 … 1344 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops