MCP Scoreboard

43459

Discovered

→

29460

Scored

→

2111

Verified

→

16952

Complete

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

Last updated 22 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
41951	Fibonex Trading Signals Claim AI-powered Fibonacci grid trading signals for crypto. Get real-time BULLISH/BEA…	—	○ ⏳	—	—	—	—	81	—
41952	selenium-mcp-server Claim A Model Context Protocol server for browser automation using Selenium WebDriver…	—	○ ⏳	—	N/A	N/A	—	—	—
41953	drug-pipeline-mcp Claim Pharmaceutical R\&D Pipeline Intelligence for AI Agents — Clinical trials, FDA …	—	○ ⏳	—	—	—	—	—	—
41954	Bi-Temporal Knowledge Graph MCP Server Claim Gives AI agents persistent memory with bi-temporal tracking, automatically extr…	—	○ ⏳	—	—	—	—	81	—
41955	triliumnext-mcp Claim A Model Context Protocol (MCP) server for interacting with TriliumNext via its …	—	○ ⏳	—	—	—	—	—	—
41956	Intercom MCP Server Claim An MCP server that exposes Intercom tools to Claude Desktop and sends a daily s…	—	○ ⏳	—	—	—	—	—	—
41957	IP-MCP Claim Enables natural language access to Japanese patent information through the JPO …	—	○ ⏳	—	—	—	—	—	—
41958	macuse Claim Bridges AI assistants with native macOS functionality through the Model Context…	—	○ ⏳	—	N/A	N/A	—	95	—
41959	abraxas93 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41960	alephant-mcp Claim Alephant MCP server for AI cost control, BYO-key routing, 50+ providers, and 32…	—	○ ⏳	—	N/A	N/A	—	—	—
41961	sap_2000_api_python_mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41962	Grasp Claim An open-source self-hosted browser agent that provides a dockerized browser env…	—	○ ⏳	—	—	—	—	81	—
41963	InfluxDB-v1-MCP Claim InfluxDB-v1-MCP is a powerful Model Context Protocol (MCP) interface specifical…	—	○ ⏳	—	—	—	—	—	—
41964	autonomous-frontend-browser-tools Claim Enables AI tools to interact with browsers for enhanced frontend development, p…	—	○ ⏳	—	N/A	N/A	—	95	—
41965	x-ai-mcp Claim 1 An MCP server that integrates X (Twitter) API access with Grok-powered intellig…	—	○ ⏳	—	—	—	—	81	—
41966	fast-html-mcp Claim Five-tier MCP server for lightning-fast HTML generation from AI agents. Assembl…	—	○ ⏳	—	—	—	—	—	—
41967	addgene-mcp Claim MCP server for Addgene plasmid repository, enabling AI assistants to search, fi…	—	○ ⏳	—	—	—	—	—	—
41968	BioOpenMCP Claim BioOpenMCP enables users to run bioinformatics tools like FastQC, Cutadapt, and…	—	○ ⏳	—	N/A	N/A	—	—	—
41969	outline-wiki-mcp Claim Safe MCP server bootstrap for Outline Wiki providing connection validation, cap…	—	○ ⏳	—	—	—	—	—	—
41970	l3fe19f18-204b-4b10-9a3b-ec0c21f71ff2 ⚡ Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41971	Sentice MCP Server Claim Provides user balance information by connecting to a backend service through th…	—	○ ⏳	—	—	—	—	81	—
41972	MCP CLI Command Server Claim Provides safe, controlled access to network and system diagnostic tools includi…	—	○ ⏳	—	—	—	—	81	—
41973	anon.li Claim	—	○ ⏳	—	—	—	—	81	—
41974	claude-remind-mcp Claim Search past Claude Code conversations. Local BM25 over JSONL with one-click cla…	—	○ ⏳	—	N/A	N/A	—	—	—
41975	GenGEO Claim Machine-readable merchant verification infrastructure for AI shopping agents an…	—	○ ⏳	—	—	—	—	—	—
41976	Intigriti MCP Server Claim A Model Context Protocol (MCP) server for interacting with the Intigriti bug bo…	—	○ ⏳	—	—	—	—	—	—
41977	MAGI Orchestrator Claim A task-based AI orchestrator that bridges AI models (Gemini, Claude, OpenAI) wi…	—	○ ⏳	—	N/A	N/A	—	—	—
41978	matter-mcp-server Claim Enables AI assistants to directly interact with Matter devices and protocol ope…	—	○ ⏳	—	N/A	N/A	—	—	—
41979	Food MCP Server Claim Provides comprehensive food hierarchy and nutrition data through structured too…	—	○ ⏳	—	—	—	—	81	—
41980	HFSS MCP Server Claim An MCP server for automating ANSYS HFSS simulations, providing persistent conne…	—	○ ⏳	—	N/A	N/A	—	—	—
41981	ADB MCP Server Claim A MCP server that enables AI assistants to control Android devices via ADB, sup…	—	○ ⏳	—	N/A	N/A	—	—	—
41982	shelbymcp Claim Knowledge-graph memory server for AI tools via MCP	—	○ ⏳	—	N/A	N/A	—	95	—
41983	Avanza-MCP Claim MCP server for Avanza portfolio monitoring and trading, supporting regular and …	—	○ ⏳	—	N/A	N/A	—	—	—
41984	climux Claim Unified CLI multiplexer for AI coding agents, enabling orchestration of multipl…	—	○ ⏳	—	N/A	N/A	—	—	—
41985	Generalized MCP Server Claim Dynamically exposes Python SDKs (Kubernetes, GitHub, Azure) through an agent-fr…	—	○ ⏳	—	—	—	—	81	—
41986	MustertheForce MCP Claim Salesforce-grounded retrieval, diagnoses, and a vetted-Force marketplace for MC…	—	○ ⏳	—	—	—	—	—	—
41987	Floe Payments and Credit Claim Credit and payments for AI agent developers — over MCP. No crypto required	—	○ ⏳	—	—	—	—	—	—
41988	BlueAgent x402 Services Claim Pay-per-use AI security and research tools for autonomous agents on Base, enabl…	—	○ ⏳	—	—	—	—	—	—
41989	PT-MCP (Paul Test Man Context Protocol) Claim Provides comprehensive codebase analysis and semantic understanding through int…	—	○ ⏳	—	N/A	N/A	—	95	—
41990	NPS Explorer MCP Server Claim Provides LLM context on U.S. national parks by integrating National Park Servic…	—	○ ⏳	—	—	—	—	—	—
41991	Velociraptor MCP Server Claim Enables AI agents to interface with Velociraptor for digital forensics and inci…	—	○ ⏳	—	—	—	—	81	—
41992	mcp-for-programmer Claim A Model Context Protocol server that helps programmers understand code by provi…	—	○ ⏳	—	N/A	N/A	—	—	—
41993	KARP Word Graph Claim Enables semantic search of the KJV Bible and personal knowledge graph for scrip…	—	○ ⏳	—	N/A	N/A	—	—	—
41994	Web Scraper MCP Server Claim Enables AI agents to fetch, clean, and extract readable content from web pages,…	—	○ ⏳	—	—	—	—	—	—
41995	penr-oz MCP Server Claim A FastMCP-based server that provides secure sandboxed filesystem operations, AP…	—	○ ⏳	—	N/A	N/A	—	—	—
41996	ros-mcp-server Claim Controls Autonomous Mobile Robots (AMRs) through natural language via MQTT and …	—	○ ⏳	—	—	—	—	—	—
41997	Market Data MCP Server Claim Enables fetching market and options data including OHLCV prices, option chains,…	—	○ ⏳	—	—	—	—	81	—
41998	optionsahoy-mcp Claim Equity comp tax (ISO/NSO/RSU/QSBS), concentration & hedging. 50-state tax code,…	—	○ ⏳	—	—	—	—	—	—
41999	wrapper-mcp Claim Stdio MCP server for QMS Wrapper that enables MCP-capable clients to manage tas…	—	○ ⏳	—	—	—	—	—	—
42000	MCP Prompt Manager Claim Enables AI models like Claude to manage local prompt files with CRUD operations…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 41951–42000 of 43459 servers

« Prev 1 … 838 839 840 841 842 … 870 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops