MCP Scoreboard

46593

Discovered

→

29562

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 1 hour, 42 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
◉ Complete Scores
6501	base-multi-wallet-mcp ⚡ Claim 2 MCP server for AI agents to manage multiple wallets with coordinated trading an…	B 72 ⁵⁄₅	◉ ⏳	75	91	N/A	34	95	47
6502	MCP Tabular Data Analysis Server ⚡ Claim 1 Enables comprehensive analysis of CSV files and SQLite databases through tools …	B 72 ⁵⁄₅	◉ ⏳	60	82	N/A	22	95	90
6503	WebSurfer MCP ⚡ Claim 1 A Model Context Protocol server that enables AI assistants to securely fetch an…	B 72 ⁵⁄₅	◉ ⏳	79	62	—	31	81	98
6504	Mask Editor Claim Allows users to upload images and paint selections with a brush tool to generat…	B 72 ⁵⁄₄	◉ ⏳	74	57	N/A	35	92	94
6505	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
6506	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
6507	BetterMCPFileServer Claim A redesigned Model Context Protocol server that enables AI models to access fil…	B 72 ⁵⁄₅	◉ ⏳	72	65	—	41	80	96
6508	nucleus ⚡ Claim MCP server for persistent memory, execution verification, governance, and compl…	B 72 ⁵⁄₄	◉ ⏳	90	28	N/A	89	85	73
6509	ClawPact MCP Server Claim Connects AI agents to the ClawPact marketplace, enabling them to discover tasks…	B 72 ⁵⁄₅	◉ ⏳	72	72	—	32	77	97
6510	Quickchart-MCP-Server ⚡ Claim 2 An MCP server for generating customizable data visualizations using QuickChart.…	B 72 ⁵⁄₅	◉ ⏳	79	63	—	47	80	84
6511	f2c-mcp-server ⚡ Claim f2c-mcp-server	B 72 ⁵⁄₅	◉ ⏳	56	71	—	70	81	84
6512	My MCP Server ⚡ Claim 1 An extensible TypeScript-based MCP server designed for Claude Code with a modul…	B 72 ⁵⁄₄	◉ ⏳	78	66	N/A	29	87	86
6513	megalinter ⚡ Claim 1 MCP server for running Ox Security MegaLinter via mega-linter-runner	B 72 ⁵⁄₄	◉ ⏳	69	28	N/A	84	95	91
6514	RunComfy MCP Server Claim 1 Enables generation of AI videos and images using RunComfy APIs. Supports multip…	B 72 ⁵⁄₅	◉ ⏳	86	61	—	24	80	95
6515	Talebook MCP Server ⚡ Claim A simple FastAPI-based MCP server that provides book-related tools, currently s…	B 72 ⁵⁄₄	◉ ⏳	86	33	N/A	40	95	100
6516	JXLS Excel Template Generator ⚡ Claim A Model Context Protocol (MCP) server that generates Excel templates conforming…	B 72 ⁵⁄₅	◉ ⏳	84	65	—	43	81	76
6517	Google Sheets MCP Server ⚡ Claim Enables AI assistants to access, search, and analyze Google Spreadsheets throug…	B 72 ⁵⁄₅	◉ ⏳	72	66	—	39	81	94
6518	Lighthouse Explorer MCP Server ⚡ Claim 1 Provides tools for AI assistants to query the Canton Network for data on contra…	B 72 ⁵⁄₅	◉ ⏳	84	66	—	26	84	84
6519	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
6520	mcp-altegio ⚡ Claim 2 MCP server for Altegio API — appointments, clients, services, staff schedules f…	B 72 ⁵⁄₅	◉ ⏳	69	62	—	68	83	79
6521	m365-copilot-mcp ⚡ Claim Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…	B 72 ⁵⁄₅	◉ ⏳	72	67	—	47	82	89
6522	MCP Search Server Claim 1 Web search, content extraction, PDF parsing, plus datetime and geolocation tool…	B 72 ⁵⁄₄	◉ ⏳	100	30	N/A	75	95	58
6523	Paws-on-MCP Claim A comprehensive Model Context Protocol (MCP) server implementing the latest MCP…	B 72 ⁵⁄₅	◉ ⏳	96	43	—	27	80	100
6524	PiloTY ⚡ Claim AI pilot for PTY operations enabling agents to control interactive terminals wi…	B 72 ⁵⁄₄	◉ ⏳	78	61	N/A	33	87	90
6525	mcp-chain-of-thought ⚡ Claim 1 mcp-chain-of-thought	B 72 ⁵⁄₅	◉ ⏳	88	75	—	54	81	54
6526	Derive MCP Server ⚡ Claim Provides market data from Derive.xyz, allowing users to query currencies, instr…	B 72 ⁵⁄₅	◉ ⏳	78	100	—	31	81	51
6527	StructureAI MCP Server Claim Extracts structured JSON data from unstructured text using predefined schemas f…	B 72 ⁵⁄₅	◉ ⏳	66	100	—	33	81	69
6528	BrasilAPI MCP Server Claim Query a variety of data from Brasil resources seamlessly. Access information on…	B 72 ⁵⁄₄	◉ ⏳	76	55	N/A	28	94	100
6529	drupal-modules-mcp MCP Server Claim 2 This TypeScript-based MCP server implements a simple notes system, allowing the…	B 72 ⁵⁄₅	◉ ⏳	94	58	—	20	80	94
6530	Filesystem MCP Server ⚡ Claim 2 An MCP server that allows Claude AI to perform filesystem operations including …	B 72 ⁵⁄₄	◉ ⏳	75	61	N/A	17	95	100
6531	mcp4mcp ⚡ Claim A Meta MCP Server that provides persistent memory and intelligent guidance for …	B 72 ⁵⁄₅	◉ ⏳	80	55	—	50	74	95
6532	Document Organizer MCP Server Claim Enables systematic document organization with PDF-to-Markdown conversion, intel…	B 72 ⁵⁄₄	◉ ⏳	84	57	N/A	33	84	93
6533	AgentScore MCP Server ⚡ Claim Provides access to the AgentScore Registry on Base Sepolia to retrieve agent re…	B 72 ⁵⁄₅	◉ ⏳	74	61	—	48	81	93
6534	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
6535	Accounting Practice MCP Server ⚡ Claim Automates comprehensive accounting workflows including bookkeeping, tax plannin…	B 72 ⁵⁄₄	◉ ⏳	80	55	N/A	21	95	96
6536	MCP Server for Oracle Claim Enables secure access to Oracle databases with fine-grained access control, sup…	B 72 ⁵⁄₅	◉ ⏳	78	58	—	45	81	90
6537	MCP Tools ⚡ Claim A comprehensive MCP server providing tools for AI agents to interact with code,…	B 72 ⁵⁄₅	◉ ⏳	78	100	—	49	81	41
6538	kill-process-mcp ⚡ Claim List and terminate OS processes via natural language queries	B 72 ⁵⁄₄	◉ ⏳	70	47	N/A	54	92	95
6539	Hi-AI ⚡ Claim 1 A simple AI development tool that helps users interact with AI through natural …	B 72 ⁵⁄₅	◉ ⏳	72	91	—	73	81	40
6540	AI HR Leave Management MCP Server Claim Provides tools for managing human resources tasks such as applying for leave, c…	B 72 ⁵⁄₄	◉ ⏳	78	57	N/A	25	90	97
6541	milvus-sdk-code-helper ⚡ Claim 1 An MCP server designed to assist with generating, converting, and translating M…	B 72 ⁵⁄₅	◉ ⏳	79	52	—	52	80	91
6542	BFL MCP Server ⚡ Claim 1 An MCP server that enables generating and editing high-quality images with natu…	B 72 ⁵⁄₄	◉ ⏳	63	66	N/A	30	95	100
6543	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
6544	mcp-use-ts Claim mcp-use is the framework for MCP with the best DX - Build AI agents, create MCP…	B 72 ⁵⁄₄	◉ ⏳	94	27	N/A	53	90	91
6545	PDF MCP Server ⚡ Claim Enables processing and analysis of large PDF files through text extraction, sea…	B 72 ⁵⁄₄	◉ ⏳	78	53	N/A	24	95	99
6546	Backlog MCP Server Claim 1 Integrates Backlog project management with Claude via Model Context Protocol, e…	B 72 ⁵⁄₅	◉ ⏳	78	68	—	19	81	99
6547	Minecraft Plugin Documentation MCP Serv… Claim 1 This MCP server assists Minecraft Java plugin developers by providing dependenc…	B 72 ⁵⁄₅	◉ ⏳	90	58	—	27	80	89
6548	SUMO-MCP Server Claim Connects LLMs to Eclipse SUMO traffic simulation, enabling AI agents to automat…	B 72 ⁵⁄₄	◉ ⏳	84	33	N/A	61	95	84
6549	Web Viewer MCP Server ⚡ Claim 1 Allows AI agents to control and interact with VS Code webviews by providing too…	B 72 ⁵⁄₄	◉ ⏳	78	56	N/A	27	90	100
6550	homebase ⚡ Claim School district lookup, PA EIT tax rates, and mortgage affordability calculator	B 72 ⁴⁄₄	◉ ⏳	54	N/A	N/A	37	95	98

Showing 6501–6550 of 46593 servers

« Prev 1 … 129 130 131 132 133 … 932 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops