MCP Scoreboard

59042

Discovered

→

29883

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 50 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
5351	Student Registration MCP Server Claim Enables AI assistants to manage student registration through natural language c…	B 73 ⁵⁄₄	◉ ⏳	78	52	N/A	37	95	98
5352	MCP Git Server ⚡ Claim 1 An MCP server that provides Git version control operations for Claude, enabling…	B 73 ⁵⁄₄	◉ ⏳	69	70	N/A	27	92	96
5353	Curate-Ipsum ⚡ Claim 3 Code synthesis through belief revision, mutation testing, and verification	B 73 ⁵⁄₅	◉ ⏳	72	82	N/A	73	95	37
5354	Chrome MCP Server ⚡ Claim Transforms Chrome browser into an AI-controlled automation tool that allows AI …	B 73 ⁵⁄₄	◉ ⏳	94	33	N/A	47	95	89
5355	PostgreSQL MCP Server with GitHub OAuth ⚡ Claim 1 An MCP server that enables chatting with PostgreSQL databases using secure GitH…	B 73 ⁵⁄₄	◉ ⏳	57	71	N/A	47	95	95
5356	mcp-server-chatsum Claim 2 Query and summarize your chat messages with AI prompts.	B 73 ⁵⁄₄	◉ ⏳	96	52	N/A	26	90	86
5357	mcp-server-idapro Claim 1 A Model Context Protocol (MCP) server that enables AI assistants to interact wi…	B 73 ⁵⁄₅	◉ ⏳	81	58	N/A	46	81	93
5358	Garmin MCP Server ⚡ Claim Integrates with Garmin Connect to retrieve activity data, health metrics, and p…	B 73 ⁵⁄₅	◉ ⏳	84	68	—	21	81	97
5359	Education Data MCP Server Claim 1 Provides access to Urban Institute's Education Data API through Claude, enablin…	B 73 ⁵⁄₅	◉ ⏳	84	61	—	38	82	88
5360	MCP-Airflow-API Claim ⚡ Control Apache Airflow with natural language via MCP. Chat with your workflow…	B 73 ⁵⁄₅	◉ ⏳	88	42	N/A	60	81	91
5361	Hi-AI Claim AI development assistant with 36 specialized tools for memory management, code …	B 73 ⁵⁄₅	◉ ⏳	78	58	—	55	81	87
5362	Discord Cloud MCP Claim Provides full Discord API access via the Model Context Protocol, allowing users…	B 73 ⁵⁄₅	◉ ⏳	76	70	—	29	80	100
5363	Freesound MCP Server ⚡ Claim 1 An MCP server that enables AI assistants to search, analyze, and retrieve infor…	B 73 ⁵⁄₅	◉ ⏳	75	66	—	45	82	93
5364	AWS Application Signals MCP Server ⚡ Claim 1 Enables AI assistants to monitor and troubleshoot AWS Application Signals servi…	B 73 ⁵⁄₅	◉ ⏳	66	82	—	37	81	90
5365	copus ⚡ Claim 1 Search human-curated content recommendations from Copus - The Internet Treasure…	B 73 ⁵⁄₅	◉ ⏳	78	57	N/A	47	82	95
5366	Work Memory MCP Server ⚡ Claim 2 Manages persistent work memories and context across AI tools, enabling structur…	B 73 ⁵⁄₅	◉ ⏳	94	75	N/A	47	95	36
5367	GitLab MCP Server ⚡ Claim 1 Enables AI-powered exploration and interaction with GitLab instances through co…	B 73 ⁵⁄₅	◉ ⏳	84	82	—	67	81	44
5368	Gemini MCP Server ⚡ Claim A TypeScript implementation of a Model Context Protocol server that integrates …	B 73 ⁵⁄₅	◉ ⏳	84	70	—	38	81	83
5369	Docker MCP Server ⚡ Claim 1 Enables AI assistants like Claude to manage Docker containers, images, and Dock…	B 73 ⁵⁄₅	◉ ⏳	60	100	—	41	81	75
5370	solana-mcp-server Claim solana mcp sever to enable solana rpc methods	B 73 ⁵⁄₄	◉ ⏳	86	36	N/A	61	95	87
5371	A2A Registry ⚡ Claim Provides a unified registry for discovering and managing agents that implement …	B 73 ⁵⁄₅	◉ ⏳	84	62	—	29	81	97
5372	Slidev Builder MCP Claim 1 Creates professional Slidev presentations with automated Git-based backup and r…	B 73 ⁵⁄₅	◉ ⏳	94	58	—	49	71	84
5373	GPT Image MCP Server ⚡ Claim 1 An MCP server that enables text-to-image generation and editing using OpenAI's …	B 73 ⁵⁄₅	◉ ⏳	69	70	—	45	81	97
5374	QML-MCP ⚡ Claim 1 Enables quantum machine learning operations using Qiskit, including executing q…	B 73 ⁵⁄₅	◉ ⏳	92	53	—	43	82	85
5375	rwandan-law-mcp ⚡ Claim Rwandan legislation via MCP — full-text search across statutes and provisions	B 73 ⁵⁄₅	◉ ⏳	90	32	N/A	71	82	91
5376	Google Analytics Data API MCP Server ⚡ Claim 1 Provides an interface to access Google Analytics Data API through Model Context…	B 73 ⁵⁄₅	◉ ⏳	86	66	—	28	82	90
5377	caldav-mcp ⚡ Claim Universal MCP server for CalDAV protocol integration. Works with any CalDAV-com…	B 73 ⁵⁄₅	◉ ⏳	84	67	—	23	80	98
5378	urdb-mcp ⚡ Claim Search URDB for product integrity scores, enshittification events, and change t…	B 73 ⁵⁄₄	◉ ⏳	78	65	N/A	52	75	92
5379	Strapi MCP Server Claim 1 Enables AI assistants to interact with Strapi CMS instances through REST API op…	B 73 ⁵⁄₅	◉ ⏳	84	57	—	47	81	91
5380	Fathom MCP Server ⚡ Claim 1 Enables AI agents to access Fathom AI meeting data including transcripts, summa…	B 73 ⁵⁄₅	◉ ⏳	72	73	—	31	82	96
5381	roo-activity-logger Claim 1 MCP server that automatically logs AI coding assistant activities such as comma…	B 73 ⁵⁄₄	◉ ⏳	51	65	N/A	68	94	90
5382	pty-mcp ⚡ Claim Provides a pseudo-terminal (PTY) interface that allows AI agents to interact wi…	B 73 ⁵⁄₄	◉ ⏳	66	63	N/A	50	90	95
5383	Habitica MCP Server ⚡ Claim Enables AI assistants to interact with the Habitica API to manage tasks, track …	B 73 ⁵⁄₅	◉ ⏳	78	68	—	44	81	87
5384	Qonto MCP Server ⚡ Claim Enables AI assistants to access Qonto financial data including organization inf…	B 73 ⁴⁄₄	◉ ⏳	54	—	—	40	95	99
5385	Clockify MCP Server ⚡ Claim 1 Enables time tracking and project management through the Clockify API. Supports…	B 73 ⁵⁄₅	◉ ⏳	80	72	—	47	81	79
5386	RSS MCP Server Claim Enables language models to fetch and parse standard RSS/Atom feeds and RSSHub c…	B 73 ⁵⁄₅	◉ ⏳	72	62	—	46	81	100
5387	VSCode LSP MCP Server Claim 1 An MCP server that exposes Language Server Protocol features to external client…	B 73 ⁵⁄₄	◉ ⏳	45	71	N/A	58	95	99
5388	GoHighLevel MCP Server ⚡ Claim Connects AI agents like Claude Desktop to the GoHighLevel CRM platform with ove…	B 73 ⁵⁄₅	◉ ⏳	84	68	—	32	77	92
5389	Shell MCP Server ⚡ Claim 1 A Node.js implementation of the Model Context Protocol that provides secure she…	B 73 ⁵⁄₄	◉ ⏳	84	51	N/A	50	82	94
5390	AndroJack MCP ⚡ Claim Android engineering MCP server with verified documentation grounding and AI val…	B 73 ⁵⁄₅	◉ ⏳	84	42	N/A	56	82	99
5391	Mem0 MCP Server ⚡ Claim Enables persistent storage and semantic search of coding preferences, patterns,…	B 73 ⁵⁄₅	◉ ⏳	86	66	—	25	81	91
5392	BookStack MCP Server ⚡ Claim Provides comprehensive tools for managing BookStack instances, including full C…	B 73 ⁵⁄₅	◉ ⏳	86	67	—	32	80	87
5393	MCP Veo 3 Video Generation Server ⚡ Claim Enables video generation from text prompts or images using Google's Veo 3 API. …	B 73 ⁵⁄₅	◉ ⏳	72	72	—	43	81	93
5394	WPCS MCP Server ⚡ Claim Integrates WordPress Coding Standards (WPCS) with Claude AI to automatically ch…	B 73 ⁵⁄₄	◉ ⏳	78	58	N/A	32	95	93
5395	Composer Package README MCP Server ⚡ Claim Enables AI assistants to fetch README content, package metadata, dependencies, …	B 73 ⁵⁄₅	◉ ⏳	90	65	—	26	82	90
5396	log-analyzer-mcp ⚡ Claim 1 AI-powered log analysis - parse, search, extract errors across 9+ formats	B 73 ⁵⁄₄	◉ ⏳	70	35	N/A	81	94	90
5397	my-cool-proxy Claim 1 An MCP server gateway that minimizes context usage via progressive Lua-driven d…	B 73 ⁵⁄₄	◉ ⏳	75	32	N/A	77	95	94
5398	GetUTC MCP Server Claim Provides accurate UTC time by aggregating and verifying data from multiple reli…	B 73 ⁵⁄₅	◉ ⏳	78	61	—	40	81	100
5399	Alpaca MCP Server ⚡ Claim Provides tools for interacting with the Alpaca Trading API, enabling trading op…	B 73 ⁵⁄₅	◉ ⏳	78	61	—	34	82	100
5400	Consumer Complaint Database MCP ⚡ Claim A local MCP server that enables users to query the CFPB Consumer Complaint Data…	B 73 ⁵⁄₄	◉ ⏳	72	61	N/A	37	95	91

Showing 5351–5400 of 59042 servers

« Prev 1 … 106 107 108 109 110 … 1181 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops