MCP Scoreboard

43459

Discovered

→

29462

Scored

→

2111

Verified

→

16952

Complete

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

Last updated 37 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
41501	Bowman Prospects MCP Claim Classifies Bowman Prospects baseball cards using image recognition, provides pl…	—	○ ⏳	—	N/A	N/A	—	—	—
41502	MCP Git Commit Generator Claim Analyzes Git repository changes and generates conventional, context-aware commi…	—	○ ⏳	—	N/A	N/A	—	—	—
41503	personal-mcp Claim MCP server that bridges coding agents (Claude Code, Codex, Gemini CLI) via ACP …	—	○ ⏳	—	N/A	N/A	—	—	—
41504	Godot Scene Analyzer Claim Analyzes Godot game projects to enforce ECS architecture patterns, automaticall…	—	○ ⏳	—	N/A	N/A	—	95	—
41505	codex-dobby-mcp Claim A local MCP server that lets Claude delegate scoped work to Codex with structur…	—	○ ⏳	—	N/A	N/A	—	—	—
41506	Keshro MCP Claim The intelligent execution layer for coding agents, exposed as an MCP server for…	—	○ ⏳	—	N/A	N/A	—	—	—
41507	twelvedata Claim Enables access to real-time and historical market data including stocks, ETFs, …	—	○ ⏳	—	—	—	—	—	—
41508	MCP SVG Animator Claim Enables creating and iterating on animated SVG diagrams from text input, photos…	—	○ ⏳	—	N/A	N/A	—	—	—
41509	cheapflights-mcp Claim An MCP server that finds cheap flights with flexible dates and smart suggestion…	—	○ ⏳	—	—	—	—	—	—
41510	ThornGuard Claim 1 Remote MCP security gateway for auth, redaction, policy enforcement, and audit …	—	○	—	N/A	N/A	—	81	—
41511	Wudao Data A-Share Stock MCP Server Claim 悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server，提供市…	—	○ ⏳	—	—	—	—	—	—
41512	@yawlabs/aws-mcp Claim A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…	—	○ ⏳	—	N/A	N/A	—	—	—
41513	rawtherapee-mcp-server Claim Enables AI-assisted RAW photo development via RawTherapee CLI, with a visual fe…	—	○ ⏳	—	N/A	N/A	—	—	—
41514	Israel Real Estate MCP Claim MCP server for querying Israeli government real estate data, enabling property …	—	○ ⏳	—	—	—	—	—	—
41515	Google Workspace MCP Claim Enables AI assistants to securely manage Google Workspace services (Gmail, Cale…	—	○ ⏳	—	N/A	N/A	—	95	—
41516	Inventory Analysis MCP Server Claim Connects to Odoo ERP to provide comprehensive inventory analysis, including dem…	—	○ ⏳	—	—	—	—	81	—
41517	prediction-examples Claim 预测年度GMV，快速评估业务增长趋势。分析评论情感，识别正负面反馈。整合关键洞察，提升营销与产品决策效率。	—	○ ⏳	—	N/A	N/A	—	95	—
41518	MCP CNES Claim Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamento…	—	○ ⏳	—	N/A	N/A	—	—	—
41519	LogMCP Claim MCP server — read-only log access for AI assistants. Debug your Linux server wi…	—	○ ⏳	—	—	—	—	—	—
41520	Dataiku DSS MCP Server Claim A comprehensive MCP server for Dataiku DSS integration, providing Claude Code w…	—	○ ⏳	—	—	—	—	—	—
41521	SynthOS Claim AI-powered DeFi yield routing. Deposit into risk-scored yield bundles, analyze …	—	○ ⏳	—	—	—	—	81	—
41522	agent-memory Claim A persistent, trust-scored project memory for AI coding agents, backed by Postg…	—	○ ⏳	—	—	—	—	—	—
41523	mcp-elicitations Claim A demonstration MCP server that shows how to use elicitations to ask users for …	—	○ ⏳	—	N/A	N/A	—	—	—
41524	dingdawg-governance Claim Universal governance layer for AI agents — MCP-native, fail-closed, LNN interpr…	—	○ ⏳	—	—	—	—	—	—
41525	Fetch MCP Server Claim Enables LLMs to fetch and extract web content using browser automation, OCR, an…	—	○ ⏳	—	N/A	N/A	—	—	—
41526	ContextBuilder (ctx) Claim A Context-as-a-Service MCP server that maintains structured, graph-based contex…	—	○ ⏳	—	—	—	—	81	—
41527	Streamfog MCP Claim AI-driven AR lens orchestrator for live OBS streams that enables control of Str…	—	○ ⏳	—	N/A	N/A	—	—	—
41528	Steam (read-only) Claim Read-only Steam: friends, games, playtime, achievements, sales, reviews, and li…	—	○ ⏳	—	N/A	N/A	—	83	—
41529	Desktop Commander MCP Server Claim A comprehensive MCP server that gives AI assistants full control over your desk…	—	○ ⏳	—	N/A	N/A	—	—	—
41530	MCParr Server Claim Integrates with Radarr and Sonarr to manage your media library, enabling search…	—	○ ⏳	—	—	—	—	—	—
41531	reelgrep-mcp Claim MCP server for reelgrep - browse and search your local video library from any M…	—	○ ⏳	—	N/A	N/A	—	—	—
41532	Planka MCP Server for Claude Claim Enables AI-powered project management by connecting Claude to Planka kanban boa…	—	○ ⏳	—	—	—	—	—	—
41533	garmin-mcp Claim Exposes Garmin Connect data and workout management to AI agents, supporting too…	—	○ ⏳	—	N/A	N/A	—	—	—
41534	gandi-mcp Claim Production-grade MCP server for the Gandi v5 API, enabling domain, DNS, email, …	—	○ ⏳	—	—	—	—	—	—
41535	Harness Engineering MCP Claim Enables AI coding environments to enforce engineering governance through MCP to…	—	○ ⏳	—	N/A	N/A	—	—	—
41536	lamatok-mcp Claim MCP server for LamaTok TikTok data API — auto-generates 20+ tools from the live…	—	○ ⏳	—	—	—	—	—	—
41537	RAGex Claim Gives Claude semantic search superpowers to find and reuse existing patterns in…	—	○ ⏳	—	N/A	N/A	—	—	—
41538	Funding Rate Arbitrage Scanner — Cross-… Claim Funding arbitrage scanner API for AI agents. Scan cross-venue funding rate spre…	—	○ ⏳	—	—	—	—	81	—
41539	OpenCoffer Claim Enables querying personal finance data including accounts, transactions, spendi…	—	○ ⏳	—	—	—	—	—	—
41540	macos-mcp-server Claim 1 Control macOS system settings, apps, windows, audio, displays, screenshots, and…	—	○ ⏳	—	N/A	N/A	—	83	—
41541	Kodus OSV Claim HTTP server exposing OSV (v1) for open source vulnerability lookup via osv_quer…	—	○ ⏳	—	N/A	N/A	—	95	—
41542	NocoBase MCP Server Claim Enables interaction with NocoBase CRM platforms via the FlowModels API for mana…	—	○ ⏳	—	—	—	—	81	—
41543	HumanJudge Claim Human-evaluation infrastructure for AI quality. 25,000+ blind human reviews by …	—	○ ⏳	—	—	—	—	—	—
41544	algokiller-plugin Claim ARM64 trace evidence analysis & cipher algorithm recovery — Claude Desktop plug…	—	○ ⏳	—	N/A	N/A	—	—	—
41545	moviefinder-mcp Claim An MCP server that wraps The Movie Database (TMDB) API, enabling search for mov…	—	○ ⏳	—	N/A	N/A	—	—	—
41546	RhinoMCP Claim A Rhino MCP Server for AI Agents to create and edit Rhino.	—	○ ⏳	—	N/A	N/A	—	—	—
41547	Waggle-mcp Claim 1 Persistent graph-backed conversational memory for AI agents.	—	○ ⏳	—	N/A	N/A	—	81	—
41548	open-codex-computer-use Claim 👾 Open Computer Use – Open-Source Alternative to Codex Computer Use	—	○ ⏳	—	N/A	N/A	—	—	—
41549	notion Claim	—	○ ⏳	—	N/A	N/A	—	95	—
41550	mcp-chembl Claim Enables querying ChEMBL drug discovery database for molecules, targets, activit…	—	○ ⏳	—	—	—	—	—	—

Showing 41501–41550 of 43459 servers

« Prev 1 … 829 830 831 832 833 … 870 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops