MCP Scoreboard

56925

Discovered

→

29794

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 14 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
51451	FinDataMCP Claim 1 An MCP server that enables Claude Desktop to access and analyze financial data …	—	○ ⏳	—	N/A	N/A	—	95	—
51452	Capacities MCP Worker Claim A Cloudflare Worker that wraps the Capacities API as a remote MCP server, enabl…	—	○ ⏳	—	—	—	—	—	—
51453	seedweaver-mcp Claim Schema-aware relational test data generator with working foreign keys, for any …	—	○ ⏳	—	N/A	N/A	—	—	—
51454	Zipp Claim Multi-language crypto news with editorial sentiment + importance scoring; cites…	—	○ ⏳	—	—	—	—	—	—
51455	prompt-optimizer-2-0-0 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51456	calendar-app-mcp Claim Enables AI assistants to access and interact with macOS Calendar.app events and…	—	○ ⏳	—	N/A	N/A	—	—	—
51457	TermSSH MCP Claim Terminal-first SSH access for MCP clients and AI agents, enabling interactive r…	—	○ ⏳	—	—	—	—	—	—
51458	Cardano MCP Server Claim A specialized gateway that simplifies Cardano blockchain integration for applic…	—	○ ⏳	—	—	—	—	—	—
51459	agent-audit-mcp Claim Immutable audit trail for agent-to-agent interactions	—	○ ⏳	—	N/A	N/A	—	—	—
51460	ChainRay Claim The most complete blockchain data and intelligence service for AI agents. 94 en…	—	○ ⏳	—	—	—	—	81	—
51461	plantos Claim Agricultural intelligence MCP server providing soil analysis, weather data, cro…	—	○ ⏳	—	N/A	N/A	—	95	—
51462	Redfish MCP Server Claim Enables AI agents to manage infrastructure through natural language queries to …	—	○ ⏳	—	—	—	—	—	—
51463	copilot-status-mcp Claim MCP server to check GitHub Copilot quota, rate-limit status, and reset times fr…	—	○ ⏳	—	N/A	N/A	—	—	—
51464	fpf-memory Claim This MCP server provides a deterministic index of the First Principles Framewor…	—	○ ⏳	—	—	—	—	—	—
51465	TeamCity MCP Server Claim Enables management of TeamCity CI/CD operations through natural language comman…	—	○ ⏳	—	—	—	—	—	—
51466	DevHelm MCP Server Claim Monitor uptime, manage incidents, configure alerting, and query dependency stat…	—	○ ⏳	—	N/A	N/A	—	—	—
51467	Dokploy MCP Server Claim A middleware service that allows LLMs and AI assistants to directly interact wi…	—	○ ⏳	—	—	—	—	81	—
51468	crawlforge-mcp Claim CrawlForge MCP is a production-ready MCP server that gives AI agents the power …	—	○ ⏳	—	—	—	—	81	—
51469	postgress Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51470	hatchable Claim Build and host full-stack web apps and sites on Hatchable from any MCP client. …	—	○ ⏳	—	—	—	—	81	—
51471	UI Design to Code Claim Design-to-code artifact pipeline for UI screenshots, Figma node data, and visua…	—	○ ⏳	—	N/A	N/A	—	—	—
51472	AgentLine Claim Give AI agents a phone number. Voice calls, SMS, and phone number management fo…	—	○ ⏳	—	—	—	—	—	—
51473	claude-computer-use-mcp Claim Wraps OpenAI Codex's computer-use engine to provide MCP tools for Windows scree…	—	○ ⏳	—	N/A	N/A	—	—	—
51474	evmquery-mcp Claim Read any contract on any EVM chain through a single MCP endpoint. Ask question…	—	○ ⏳	—	—	—	—	81	—
51475	server-anthropic Claim Provides access to Anthropic's AI models through the Model Context Protocol, en…	—	○ ⏳	—	—	—	—	—	—
51476	hibae-admin-gq Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51477	Django DRF MCP Server Claim Enables natural language interaction with Django REST Framework APIs by auto-di…	—	○ ⏳	—	—	—	—	—	—
51478	MCP Architect Claim Provides comprehensive architectural expertise through specialized agents, reso…	—	○ ⏳	—	—	—	—	—	—
51479	WP Database MCP Server Claim Read-only MCP server for exploring WordPress MySQL/MariaDB databases. Provides …	—	○ ⏳	—	—	—	—	—	—
51480	vyos-mcp Claim MCP server for managing VyOS routers via the VyOS HTTP API, allowing AI assista…	—	○ ⏳	—	—	—	—	—	—
51481	Active MCP Claim A Ruby on Rails engine for the Model Context Protocol (MCP) that enables connec…	—	○ ⏳	—	—	—	—	—	—
51482	yfinance-mcp-server Claim Enables retrieval of historical stock data from Yahoo Finance through a simple …	—	○ ⏳	—	—	—	—	—	—
51483	Office-PowerPoint-MCP Claim Enables AI assistants to programmatically create, manipulate, and analyze Micro…	—	○ ⏳	—	N/A	N/A	—	—	—
51484	mcp-music-forge Claim MCP server for downloading and processing audio from SoundCloud and other sourc…	—	○ ⏳	—	—	—	—	—	—
51485	MaxCompute MCP Server Claim MCP server for MaxCompute, enabling table listing, schema inspection, partition…	—	○ ⏳	—	—	—	—	—	—
51486	junto-memory Claim A shared memory and coordination server for multiple AI coding agents, built on…	—	○ ⏳	—	—	—	—	—	—
51487	Overseerr MCP Claim Enables searching Overseerr media, retrieving TMDB-backed details, and submitti…	—	○ ⏳	—	—	—	—	—	—
51488	Rocket.Chat Minimal MCP Server Generator Claim Generates customized, production-grade MCP servers for Rocket.Chat by selecting…	—	○ ⏳	—	—	—	—	81	—
51489	PDBe MCP Servers Claim Provides seamless access to the Protein Data Bank in Europe (PDBe) API and sear…	—	○ ⏳	—	—	—	—	—	—
51490	musicbrainz-mcp Claim MusicBrainz MCP — search/browse music metadata, cover art, and submit tags/rati…	—	○ ⏳	—	N/A	N/A	—	—	—
51491	File Operation MCP Server Claim Enables comprehensive file and document operations including image compression,…	—	○ ⏳	—	—	—	—	81	—
51492	RAG MCP Server Claim A RAG knowledge base MCP server that adds vector search and reranking capabilit…	—	○ ⏳	—	N/A	N/A	—	—	—
51493	tech-icons Claim MCP server exposing 3100+ cloud technology icons (AWS, Azure, GCP, Microsoft, C…	—	○ ⏳	—	N/A	N/A	—	—	—
51494	AWS Notebook Runner MCP Claim Enables running Jupyter notebooks on temporary AWS compute (EC2 + SSM) with cos…	—	○ ⏳	—	N/A	N/A	—	—	—
51495	PDF to PNG Converter MCP Claim Enables Claude Code to convert PDF files to high-quality PNG images, download a…	—	○ ⏳	—	N/A	N/A	—	—	—
51496	Contentful Universal MCP Server Claim Provides a standardized interface for interacting with Contentful's tools and s…	—	○ ⏳	—	—	—	—	—	—
51497	Haloscan MCP Server Claim Enables SEO analysis by interacting with the Haloscan API, providing keyword re…	—	○ ⏳	—	—	—	—	—	—
51498	mcp-db-server Claim Enables querying PostgreSQL and MySQL databases using natural language, with RE…	—	○ ⏳	—	—	—	—	—	—
51499	D-Tools MCP Server Claim A production-ready MCP server that connects AI assistants to the D-Tools System…	—	○ ⏳	—	N/A	N/A	—	—	—
51500	macos-control-mcp Claim Give AI agents eyes and hands on macOS.	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 51451–51500 of 56925 servers

« Prev 1 … 1028 1029 1030 1031 1032 … 1139 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops