MCP Scoreboard

66484

Discovered

→

31813

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 4 hours, 17 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
9301	Nano Banana MCP Server Claim 2 An MCP server that enables image generation using Google's Gemini Nano Banana P…	C 67 ⁵⁄₅	◉ ⏳	69	60	—	30	76	91
9302	Perplexity AI MCP Server ⚡ Claim 2 An MCP server integrating Perplexity AI's API to offer advanced search capabili…	C 67 ⁵⁄₅	◉ ⏳	45	75	—	37	81	94
9303	Databricks MCP Server ⚡ Claim Enables interaction with Databricks workspaces using On-Behalf-Of authenticatio…	C 67 ⁵⁄₅	◉ ⏳	80	43	—	21	82	100
9304	MCP Lite Wrappers ⚡ Claim Lightweight MCP wrappers that consolidate multiple tools from services like Sup…	C 67 ⁵⁄₅	◉ ⏳	96	37	—	32	80	77
9305	Playwright MCP Server ⚡ Claim A production-ready browser automation server that enables AI assistants to inte…	C 67 ⁵⁄₄	◉ ⏳	66	43	N/A	24	94	100
9306	Apifox MCP Server ⚡ Claim Enables users to import OpenAPI 3 and Swagger 2 formatted JSON data directly in…	C 67 ⁵⁄₅	◉ ⏳	78	71	—	16	81	70
9307	Amazing-Marvin-MCP ⚡ Claim Model Context Provider for Amazing Marvin productivity app - Access your tasks,…	C 67 ⁵⁄₅	◉ ⏳	76	43	N/A	35	81	91
9308	Hatchet MCP Server ⚡ Claim 1 Enables monitoring and debugging of Hatchet workflows and jobs through MCP clie…	C 67 ⁵⁄₅	◉ ⏳	82	37	—	27	82	97
9309	mimer-mcp ⚡ Claim 2 Enables Mimer SQL database connectivity for browsing schemas, executing read-on…	C 67 ⁵⁄₄	◉ ⏳	69	37	—	65	70	98
9310	PostgreSQL MCP Server ⚡ Claim 1 Provides read-only access to PostgreSQL databases, enabling LLMs to inspect dat…	C 67 ⁵⁄₅	◉ ⏳	84	55	—	19	76	89
9311	Ravelry MCP Server ⚡ Claim 1 A Model Context Protocol server that integrates with the Ravelry API, allowing …	C 67 ⁵⁄₅	◉ ⏳	51	65	—	45	80	96
9312	Amadeus MCP Server ⚡ Claim Enables flight search capabilities through the Amadeus Flight Offers Search API…	C 67 ⁵⁄₅	◉ ⏳	68	48	—	42	81	92
9313	Educational Tutor MCP Server ⚡ Claim 1 Transforms documentation repositories into interactive educational content and …	C 67 ⁵⁄₅	◉ ⏳	78	43	—	25	82	100
9314	godspeed-mcp ⚡ Claim Server that allows interaction with Godspeed task application using API.	C 67 ⁵⁄₅	◉ ⏳	60	66	—	50	80	75
9315	gis-mcp ⚡ Claim A Model Context Protocol (MCP) server implementation that connects Large Langua…	C 67 ⁵⁄₅	◉ ⏳	64	33	N/A	74	82	87
9316	MCP Server Boilerplate ⚡ Claim A starter template for building MCP servers with TypeScript support, example to…	C 67 ⁵⁄₄	◉ ⏳	60	57	N/A	26	95	91
9317	osp_marketing_tools ⚡ Claim A suite of marketing tools from Open Strategy Partners including writing style,…	C 67 ⁵⁄₄	◉ ⏳	66	32	N/A	44	97	96
9318	Snowflake Developer MCP Server ⚡ Claim 1 Enables AI assistants to perform comprehensive Snowflake database operations in…	C 67 ⁵⁄₅	◉ ⏳	84	82	—	39	81	35
9319	MCP Parking Server ⚡ Claim 2 A read-only MCP server for querying parking management systems using natural la…	C 67 ⁵⁄₅	◉ ⏳	72	62	—	26	82	81
9320	real-estate-mcp ⚡ Claim A demo showcase of a comprehensive MCP Server setup using a real estate website…	C 67 ⁵⁄₅	◉ ⏳	84	20	N/A	44	83	99
9321	Postgres MCP Server ⚡ Claim Enables interaction with PostgreSQL databases through natural language commands…	C 67 ⁵⁄₅	◉ ⏳	66	55	—	24	81	100
9322	time-complexity-mcp ⚡ Claim 1 An MCP server for static Big-O time complexity analysis using tree-sitter AST p…	C 67 ⁵⁄₅	◉ ⏳	51	58	—	54	76	98
9323	MCP Code Analyzer ⚡ Claim 1 An orchestrator that coordinates multiple security and quality tools like Semgr…	C 67 ⁵⁄₅	◉ ⏳	90	31	—	29	82	91
9324	GovInfo MCP Server ⚡ Claim 1 A Model Context Protocol server that provides LLM-friendly access to the offici…	C 67 ⁵⁄₅	◉ ⏳	57	68	—	23	81	100
9325	Confluence Knowledge Base MCP Server ⚡ Claim Turns Confluence documentation into an AI-powered knowledge base, enabling natu…	C 67 ⁵⁄₄	◉ ⏳	72	42	N/A	21	95	95
9326	qrz-mcp ⚡ Claim MCP server for QRZ.com — callsign lookups, DXCC entity resolution, and logbook …	C 67 ⁵⁄₄	◉ ⏳	66	43	—	38	94	91
9327	Students Architecture MCP Server Claim Enables CRUD operations on student records via REST API and MCP interface, with…	C 67 ⁴⁄₄	◉ ⏳	44	N/A	N/A	29	95	98
9328	Dynamics 365 MCP Server ⚡ Claim 1 A Model Context Protocol server that enables Claude Desktop to interact with Mi…	C 67 ⁵⁄₅	◉ ⏳	47	67	—	49	80	91
9329	Moviesda MCP Server ⚡ Claim 1 An MCP server for searching and managing Tamil movies from moviesda16.com using…	C 67 ⁵⁄₄	◉ ⏳	63	52	N/A	25	90	100
9330	Model Context Protocol Server ⚡ Claim A server built with mcp-framework that allows users to extend Claude's capabili…	C 67 ⁵⁄₅	◉ ⏳	92	100	—	23	82	12
9331	OKX MCP Server ⚡ Claim 1 Provides real-time cryptocurrency price data from OKX exchange through a Model …	C 67 ⁵⁄₅	◉ ⏳	78	100	—	16	81	38
9332	D&D MCP Server Claim A comprehensive Model Context Protocol server for managing Dungeons & Dragons c…	C 67 ⁵⁄₅	◉ ⏳	54	100	N/A	30	95	42
9333	YingDao RPA MCP Server ⚡ Claim 1 A Model Context Protocol server that enables AI platforms to invoke RPA (Roboti…	C 67 ⁵⁄₅	◉ ⏳	51	68	—	59	81	80
9334	MCP MongoDB Server Claim 1 An MCP server that provides tools to query and interact with MongoDB user colle…	C 67 ⁵⁄₄	◉ ⏳	63	52	N/A	21	95	93
9335	Minesweeper MCP Server Claim 1 An MCP server that enables AI agents like Claude to play Minesweeper through na…	C 67 ⁵⁄₅	◉ ⏳	71	82	N/A	27	95	43
9336	Superset MCP Server ⚡ Claim 1 An MCP server for Apache Superset that enables AI models to manage dashboards, …	C 67 ⁵⁄₅	◉ ⏳	73	36	—	51	76	98
9337	Cube MCP Server ⚡ Claim 1 Enables users to interact with Cube's AI agent for real-time analytics and data…	C 67 ⁵⁄₅	◉ ⏳	72	83	—	33	82	50
9338	JSON MCP Server ⚡ Claim Provides powerful JSON manipulation tools through Model Context Protocol, enabl…	C 67 ⁵⁄₅	◉ ⏳	78	56	—	19	81	87
9339	WireMCP ⚡ Claim 1 A Model Context Protocol server that provides LLMs with real-time network traff…	C 67 ⁵⁄₄	◉ ⏳	51	60	N/A	48	84	92
9340	TypeScript MCP Server Boilerplate ⚡ Claim A boilerplate project for quickly developing MCP servers using TypeScript, feat…	C 67 ⁵⁄₄	◉ ⏳	54	70	N/A	26	95	81
9341	Image Generator MCP Server ⚡ Claim 2 An MCP server that allows users to generate images using Replicate's Stable Dif…	C 67 ⁵⁄₅	◉ ⏳	79	36	—	41	81	92
9342	NotebookLM MCP Server ⚡ Claim Enables interaction with Google NotebookLM through natural language to create a…	C 67 ⁵⁄₄	◉ ⏳	60	36	N/A	50	92	99
9343	Open Food Facts MCP Server Claim Enables LLMs to search for food products and retrieve detailed nutritional info…	C 67 ⁵⁄₄	◉ ⏳	60	56	N/A	19	95	98
9344	Xcode MCP Server ⚡ Claim 3 A Model Context Protocol server that enables AI assistants to build and test Xc…	C 67 ⁵⁄₄	◉ ⏳	69	53	N/A	24	82	99
9345	Telegram Bot MCP ⚡ Claim Enables AI assistants to send messages and interact with Telegram chats through…	C 67 ⁵⁄₅	◉ ⏳	54	71	—	26	81	98
9346	Torna MCP Server ⚡ Claim Bridges Torna API documentation system with AI assistants, enabling natural lan…	C 67 ⁵⁄₅	◉ ⏳	72	43	—	42	78	99
9347	MCP Ethers Wallet ⚡ Claim 1 A Model Context Protocol server that gives LLMs the ability to interact with Et…	C 67 ⁵⁄₅	◉ ⏳	81	26	—	49	77	100
9348	XcodeBuildMCP ⚡ Claim XcodeBuildMCP provides tools for Xcode project management, simulator management…	C 67 ⁵⁄₅	◉ ⏳	96	0	N/A	88	81	75
9349	MyPos MCP Claim A Model-Context-Protocol server that connects to MySQL or PostgreSQL databases,…	C 67 ⁵⁄₄	◉ ⏳	48	62	N/A	25	95	100
9350	ElevenLabs MCP Server ⚡ Claim 1 Enables seamless integration with ElevenLabs Conversational AI to manage agents…	C 67 ⁵⁄₅	◉ ⏳	78	40	—	38	82	92

Showing 9301–9350 of 66484 servers

« Prev 1 … 185 186 187 188 189 … 1330 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops