MCP Scoreboard

58579

Discovered

→

29876

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 48 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
58251	Arcane MCP Claim AI-powered Docker management server that enables natural language control of en…	—	○ ⏳	—	—	—	—	—	—
58252	TracePulse Claim Runtime feedback MCP server for AI coding agents. It watches dev server logs, p…	—	○ ⏳	—	N/A	N/A	—	—	—
58253	mcp-server-github Claim A Model Context Protocol (MCP) server that enables AI assistants like Claude to…	—	○ ⏳	—	—	—	—	—	—
58254	real-estate-listing-mcp Claim real-estate-listing-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
58255	Pterodactyl MCP Server Claim Enables managing Pterodactyl Game Panel servers via Client and Application APIs…	—	○ ⏳	—	—	—	—	—	—
58256	uniple-x402-purchase Claim Enables AI agents to browse, quote, and purchase products from Uniple's x402 ca…	—	○ ⏳	—	—	—	—	—	—
58257	shadcndashboard-mcp Claim MCP server for Shadcn Dashboard that enables AI to discover, search, and instal…	—	○ ⏳	—	N/A	N/A	—	—	—
58258	leetcode-helper Claim An MCP server that provides structured, AI-powered guidance for LeetCode proble…	—	○ ⏳	—	N/A	N/A	—	—	—
58259	leboncoin-mcp Claim Enables AI assistants to search and consult Leboncoin classified ads through th…	—	○ ⏳	—	—	—	—	—	—
58260	Cairn Claim A local-private context-handoff tool for AI agents, preserving decisions, evide…	—	○ ⏳	—	N/A	N/A	—	—	—
58261	Semantic Code MCP Server Claim Bridges MCP and LSP to enable semantic code analysis, including go-to-definitio…	—	○ ⏳	—	N/A	N/A	—	—	—
58262	ms-todo-only-mcp Claim Thin MCP wrapper providing read-only access to Microsoft To Do tasks via Micros…	—	○ ⏳	—	N/A	N/A	—	—	—
58263	freee-chat-mcp-server Claim Enables Claude Desktop to interact with freee accounting API for expense regist…	—	○ ⏳	—	N/A	N/A	—	—	—
58264	infra-diagnostics-mcp Claim An MCP server providing infrastructure diagnostic tools including port checks, …	—	○ ⏳	—	N/A	N/A	—	—	—
58265	mcp-availability-server Claim Provides tools to check appointment availability and format call summaries via …	—	○ ⏳	—	N/A	N/A	—	—	—
58266	touchdesigner-mcp Claim An MCP server for TouchDesigner that lets you control TouchDesigner with Claude	—	○ ⏳	—	N/A	N/A	—	—	—
58267	Semantic Perch Intelligence MCP Claim MCP server for Cloudflare D1 database introspection, providing schema analysis,…	—	○ ⏳	—	N/A	N/A	—	—	—
58268	figma-comments-mcp Claim Enables reading and acting on comments in Figma and FigJam, resolving which lay…	—	○ ⏳	—	—	—	—	—	—
58269	chezmoi-documentation-mcp-server Claim Enables searching, reading, and listing pages from the official chezmoi documen…	—	○ ⏳	—	N/A	N/A	—	—	—
58270	Cortex Claim Cortex is a local-first MCP server that provides persistent, shared, semantical…	—	○ ⏳	—	N/A	N/A	—	—	—
58271	io.github.mister-franklin/gdpr-decisions Claim Provides AI-powered access to the largest EU GDPR enforcement decisions databas…	—	○ ⏳	—	—	—	—	—	—
58272	treesitter-mcp Claim An MCP server and CLI that uses Tree-sitter to parse and analyze code.	—	○ ⏳	—	N/A	N/A	—	—	—
58273	MCP Test Automation Framework Claim Enables AI-powered web test automation with self-healing locators and automatic…	—	○ ⏳	—	N/A	N/A	—	—	—
58274	Retrograde MCP Claim A Model Context Protocol server that provides real astronomical data (planetary…	—	○ ⏳	—	N/A	N/A	—	—	—
58275	CloakBrowser MCP Claim CloakBrowser MCP is a Python MCP server that lets agents control a CloakBrowser…	—	○ ⏳	—	N/A	N/A	—	—	—
58276	metatrader-mcp-server Claim Enables natural language management of MetaTrader 5 accounts, including checkin…	—	○ ⏳	—	N/A	N/A	—	—	—
58277	qa-ai-agents Claim Enables automated QA testing by running a pipeline of AI agents that generate t…	—	○ ⏳	—	N/A	N/A	—	—	—
58278	Background Process MCP Claim Enables LLMs to start, stop, and monitor long-running command-line processes in…	—	○ ⏳	—	N/A	N/A	—	—	—
58279	LinguaMCP Claim Serves daily language lessons from a structured curriculum, enabling natural pr…	—	○ ⏳	—	—	—	—	—	—
58280	gmail-mcp Claim Full Gmail control for any MCP-compatible AI agent. Exposes ~40 tools for readi…	—	○ ⏳	—	N/A	N/A	—	—	—
58281	agent-orchestrator Claim Enables multi-model leader-worker agent orchestration, workflow execution, and …	—	○ ⏳	—	—	—	—	—	—
58282	fi-eli-mcp Claim Enables accessing Finnish legislation from the Finlex open-data API, listing st…	—	○ ⏳	—	—	—	—	—	—
58283	shopify-mcp Claim Enables management of Shopify store via GraphQL, including products, orders, in…	—	○ ⏳	—	—	—	—	—	—
58284	CodeGraph Memory MCP Lite Claim Local-first MCP-style code memory for research repositories: enables file searc…	—	○ ⏳	—	N/A	N/A	—	—	—
58285	Elasticsearch MCP Server Claim A read-only MCP server for Elasticsearch 7.10 clusters, providing tools for clu…	—	○ ⏳	—	—	—	—	—	—
58286	vibe-code-mcp Claim Connects to vibe-code-best-practices.vercel.app to index 817 tools across 185 s…	—	○ ⏳	—	—	—	—	—	—
58287	whois-mcp Claim A Model Context Protocol server for performing WHOIS domain lookups directly vi…	—	○ ⏳	—	N/A	N/A	—	—	—
58288	ICP Control Plane MCP Server Claim A production-ready MCP server providing comprehensive DevOps capabilities for t…	—	○ ⏳	—	N/A	N/A	—	—	—
58289	eip7702-rescue Claim Forensic MCP + hardened delegate for recovering assets from EIP-7702-compromise…	—	○ ⏳	—	—	—	—	—	—
58290	pve-mcp-server Claim Enables AI assistants to monitor and analyze Proxmox VE virtualization environm…	—	○ ⏳	—	—	—	—	—	—
58291	akshare-one-mcp Claim 1 MCP server that provides access to Chinese stock market data using akshare-one	—	○	—	N/A	N/A	—	81	—
58292	Agent Ready Claim Agent Ready is an AI agent readability scanner — point it at any public URL and…	—	○ ⏳	—	—	—	—	—	—
58293	Kafka MCP Server Claim Enables interaction with Kafka clusters via MCP, supporting topic management (l…	—	○ ⏳	—	—	—	—	—	—
58294	Octoparse MCP Server Claim Enables AI assistants to perform no-code web scraping via Octoparse. Users can …	—	○ ⏳	—	—	—	—	—	—
58295	error2fix Claim Provides coding agents with compressed failure context via MCP, reducing the ne…	—	○ ⏳	—	N/A	N/A	—	—	—
58296	inFakt MCP Server Claim Integrates the inFakt API with Claude AI, enabling management of invoices, clie…	—	○ ⏳	—	—	—	—	—	—
58297	@kubova/mcp Claim Lets AI agents pack shipping containers using the Kubova calculator, with tools…	—	○ ⏳	—	—	—	—	—	—
58298	ARM Verification MCP Servers Claim A collection of MCP servers providing structured tools for ARM specification, v…	—	○ ⏳	—	N/A	N/A	—	—	—
58299	indic-normalize-mcp Claim Enables Indic-language transliteration and normalization of Indian names and ad…	—	○ ⏳	—	—	—	—	—	—
58300	Date MCP Server Claim Provides AI assistants with real-time date, time, and timezone information, ena…	—	○ ⏳	—	—	—	—	81	—

Showing 58251–58300 of 58579 servers

« Prev 1 … 1164 1165 1166 1167 1168 … 1172 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops