MCP Scoreboard

44165

Discovered

→

29482

Scored

→

2111

Verified

→

16952

Complete

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

Last updated 8 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent	Lang
◉ Complete Scores
351	MCP Apps Template Server Claim A starter template for building MCP apps with React widgets, featuring tool exe…	B 83 ⁵⁄₄	◉ ⏳	90	71	—	52	95	100
352	VOICEPEAK MCP Server ⚡ Claim Enables text-to-speech synthesis using VOICEPEAK software with support for cust…	B 83 ⁵⁄₄	◉ ⏳	86	65	N/A	69	92	99
353	mcp-remote-macos-use ⚡ Claim The only general AI agent that does NOT requires extra API key, giving you full…	B 83 ⁵⁄₄	◉ ⏳	96	62	N/A	68	87	99
354	Fetter MCP Claim Real-time Python package and vulnerability data for AI coding agents.	B 83 ⁶⁄₆	◉ ⏳	96	80	98	31	81	93
355	PictMCP ⚡ Claim Provides pairwise combinatorial testing capabilities to AI assistants.	B 83 ⁵⁄₄	◉ ⏳	80	71	N/A	86	92	87
356	contextmcp Claim Self-hosted MCP server that indexes documentation from various sources and serv…	B 83 ⁵⁄₅	◉ ⏳	92	71	—	76	81	92
357	agent-comm ⚡ Claim Agent intercommunication - messaging, channels, shared state, and real-time eve…	B 83 ⁴⁄₄	◉ ⏳	81	N/A	N/A	59	95	93
358	doordash ⚡ Claim 1 MCP server for DoorDash - let AI agents order food delivery autonomously with b…	B 83 ⁵⁄₅	◉ ⏳	90	100	N/A	32	95	83
359	Scientific Thinking (Adaptive Graph of… ⚡ Claim Enable advanced scientific reasoning by leveraging graph structures and dynamic…	B 83 ⁵⁄₄	◉ ⏳	96	75	N/A	58	90	88
360	mcp-teams-server ⚡ Claim MCP server that integrates Microsoft Teams messaging (read, post, mention, list…	B 83 ⁵⁄₅	◉ ⏳	88	65	—	90	78	98
361	Kokkai Minutes MCP Agent Claim Provides a structured interface to the Japanese National Diet Library's parliam…	B 83 ⁶⁄₆	◉ ⏳	88	100	99	20	81	91
362	vmware-esxi-mcp ⚡ Claim Professional Model Context Protocol (MCP) server for VMware ESXi hypervisor man…	B 83 ⁵⁄₄	◉ ⏳	100	41	N/A	85	90	99
363	joinly ⚡ Claim MCP server to interact with browser-based meeting platforms (Zoom, Teams, Googl…	B 83 ⁵⁄₅	◉ ⏳	90	65	—	83	80	99
364	MegaMemory ⚡ Claim An MCP server that lets coding agents build and query a persistent knowledge gr…	B 83 ⁵⁄₄	◉ ⏳	76	73	N/A	84	92	91
365	ENCODE Toolkit ⚡ Claim 20 MCP tools + 48 skills for ENCODE Project genomics — search, download, pipeli…	B 83 ⁵⁄₅	◉ ⏳	88	74	N/A	68	95	87
366	Ground Truth Claim Live fact-checks for AI agents: endpoints, security headers, pricing, claims, c…	B 83 ⁶⁄₆	◉ ⏳	90	70	96	54	80	98
367	quicken-mac-mcp ⚡ Claim Read-only access to Quicken For Mac financial data: transactions, spending, and…	B 83 ⁵⁄₅	◉ ⏳	70	100	N/A	79	81	84
368	Packager-MCP ⚡ Claim Transforms AI assistants into expert Windows application packaging assistants f…	B 83 ⁵⁄₄	◉ ⏳	96	63	N/A	64	95	90
369	mcp-ts-core ⚡ Claim Agent-native TypeScript framework for building MCP servers with declarative def…	B 83 ⁵⁄₄	◉ ⏳	84	75	N/A	70	92	90
370	mcp-documentation-server ⚡ Claim MCP Documentation Server - Bridge the AI Knowledge Gap. ✨ Features: Document m…	B 83 ⁵⁄₄	◉ ⏳	88	58	N/A	85	90	99
371	Unpaywall MCP Server ⚡ Claim Enables AI clients to search for academic papers, fetch metadata by DOI, retrie…	B 83 ⁵⁄₅	◉ ⏳	94	100	—	43	81	83
372	Terraform MCP Server ⚡ Claim Enables management of Terraform infrastructure as code through 25 comprehensive…	B 83 ⁵⁄₅	◉ ⏳	94	74	N/A	42	95	100
373	Judges Panel ⚡ Claim 1 45 judges that evaluate AI-generated code for security, cost, and quality with …	B 83 ⁵⁄₅	◉ ⏳	66	100	N/A	68	95	82
374	google-ad-manager-mcp ⚡ Claim Google Ad Manager API integration for managing campaigns, orders, line items, c…	B 83 ⁵⁄₅	◉ ⏳	94	82	—	53	81	98
375	token-enhancer ⚡ Claim A local proxy that strips web pages down to clean text before they enter your A…	B 83 ⁴⁄₄	◉ ⏳	78	N/A	N/A	53	95	99
376	undo-mcp ⚡ Claim A smart, checkpoint‑based undo system for Claude Code. Automatically snapshots …	B 83 ⁵⁄₅	◉ ⏳	90	75	N/A	45	95	100
377	tunisian-law-mcp ⚡ Claim 1 Tunisia legislation via MCP -- full-text search across statutes and provisions	B 83 ⁶⁄₆	◉ ⏳	92	73	97	51	82	93
378	NotebookLM MCP Server ⚡ Claim 1 Enables interaction with Google's NotebookLM via the Model Context Protocol to …	B 83 ⁵⁄₅	◉ ⏳	88	82	—	58	80	99
379	MCP Multiagent Bridge ⚡ Claim Enables secure coordination between multiple LLM agents through authenticated m…	B 83 ⁵⁄₄	◉ ⏳	90	72	N/A	52	95	99
380	mcp-database-server ⚡ Claim MCP Database Server is a new MCP Server which helps connect with Sqlite, SqlSer…	B 83 ⁵⁄₄	◉ ⏳	100	58	N/A	64	90	100
381	unulu Claim AI agent website builder. Create and publish link-in-bio sites via MCP or REST …	B 83 ⁶⁄₆	◉ ⏳	92	84	99	37	81	91
382	QuantToGo — Trading Signals ⚡ Claim 1 Get real-time buy/sell trading signals for US and China markets. Query strategy…	B 83 ⁶⁄₆	◉ ⏳	81	96	73	72	82	92
383	agenite Claim 🤖 Build powerful AI agents with TypeScript. Agenite makes it easy to create, co…	B 83 ⁵⁄₄	◉ ⏳	88	62	N/A	71	95	97	MD
384	ms-365-mcp-server ⚡ Claim MCP server that connects to Microsoft Office and the whole Microsoft 365 suite …	B 83 ⁵⁄₅	◉ ⏳	90	70	—	81	77	99
385	math ⚡ Claim Calculator, units, statistics for AI agents	B 83 ⁴⁄₄	◉ ⏳	90	N/A	N/A	40	95	96
386	get-joke ⚡ Claim Minimal MCP server that returns a random programming joke.	B 83 ⁵⁄₅	◉ ⏳	78	87	N/A	50	95	100
387	Claude Memory MCP Server Claim 1 An MCP server that provides persistent memory capabilities for Claude, offering…	B 83 ⁵⁄₅	◉ ⏳	79	100	—	75	81	79
388	ShadowGit MCP Server ⚡ Claim 1 Provides AI assistants with secure, read-only access to ShadowGit repositories …	B 83 ⁵⁄₄	◉ ⏳	100	60	N/A	61	92	94
389	symbols ⚡ Claim MCP server to read, inspect and troubleshoot codebase symbols	B 83 ⁵⁄₄	◉ ⏳	88	58	N/A	76	95	97
390	Cloudflare AutoRAG MCP Server ⚡ Claim Provides search capabilities for Cloudflare AutoRAG instances, enabling AI assi…	B 83 ⁵⁄₅	◉ ⏳	100	62	—	63	83	100
391	Windows CLI MCP Server Claim 3 Enables secure command-line interactions on Windows systems through PowerShell,…	B 83 ⁵⁄₅	◉ ⏳	96	82	N/A	54	90	84
392	Warp SQL Server MCP ⚡ Claim Enables secure database operations on SQL Server instances through a three-tier…	B 83 ⁵⁄₅	◉ ⏳	94	61	—	81	81	100
393	slovenian-law-mcp ⚡ Claim Query Slovenian statutes, court decisions, EU cross-references, and parliamenta…	B 83 ⁵⁄₄	◉ ⏳	71	92	N/A	63	95	89
394	macOS MCP Servers Claim 1 Enables Claude Desktop and GitHub Copilot to interact with native macOS applica…	B 83 ⁵⁄₅	◉ ⏳	78	100	N/A	25	95	100
395	task ⚡ Claim 1 Todo, priority, estimation, burndown for AI agents	B 83 ⁴⁄₄	◉ ⏳	94	N/A	N/A	35	95	92
396	Math MCP Server ⚡ Claim Provides secure mathematical computation capabilities including expression eval…	B 83 ⁵⁄₅	◉ ⏳	96	58	—	82	80	98
397	next-devtools-mcp ✓ ⚡ Claim Official Next.js MCP server for coding agents. Provides runtime diagnostics, ro…	B 83 ⁵⁄₅	◉ ⏳	92	82	N/A	59	95	77
398	Roblox Studio MCP Claim Enables AI coding tools to control Roblox Studio for workspace exploration, ins…	B 83 ⁵⁄₅	◉ ⏳	78	100	N/A	51	89	86
399	mcp-salesforce ⚡ Claim 1 🚀 Complete MCP (Model Context Protocol) server for Salesforce integration with …	B 83 ⁵⁄₄	◉ ⏳	96	68	N/A	58	90	94
400	Skill Vision Control (SVC) Claim A version management server for MCP skills that enables automated update detect…	B 83 ⁵⁄₄	◉ ⏳	94	65	N/A	55	95	100

Showing 351–400 of 44165 servers

« Prev 1 … 6 7 8 9 10 … 884 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops