MCP Scoreboard

56925

Discovered

→

29777

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 44 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
51651	Repo Radar MCP Claim Discover, rank, and compare GitHub repositories from any MCP-compatible AI clie…	—	○ ⏳	—	—	—	—	—	—
51652	mc-mod-mcp Claim Provides grounded answers for writing Minecraft mods, targeting 1.8.9 and 1.21.…	—	○ ⏳	—	N/A	N/A	—	—	—
51653	legiscan Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51654	MCP Playbook Server Claim Manages project documentation and saves conversation logs within a target proje…	—	○ ⏳	—	—	—	—	—	—
51655	mcp-adzuna Claim Provides access to Adzuna's global job-board aggregation, enabling job search, …	—	○ ⏳	—	—	—	—	—	—
51656	realtime-register-mcp Claim An MCP server for domain management, enabling domain availability checks, bulk …	—	○ ⏳	—	—	—	—	—	—
51657	Angel One MCP Server Claim Enables interaction with Angel One trading APIs to retrieve historical market d…	—	○ ⏳	—	—	—	—	—	—
51658	FL Studio MCP Server Claim Real-time AI-assisted music production, advanced composition, mixing, and VST c…	—	○ ⏳	—	—	—	—	—	—
51659	NovelAI MCP Server Claim Enables AI assistants to generate images using NovelAI, supporting text-to-imag…	—	○ ⏳	—	—	—	—	—	—
51660	Canonical Company Search Claim Verified, long-tail company search: describe what you want, get an LLM-verified…	—	○ ⏳	—	—	—	—	—	—
51661	libre Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51662	Snowflake Managed MCP Server Claim Enables AI agents to securely query governed Snowflake data and use Cortex AI t…	—	○ ⏳	—	—	—	—	—	—
51663	iceberg-mcp-server Claim MCP Server for Apache Iceberg, enabling users to read, query, and manipulate da…	—	○ ⏳	—	—	—	—	—	—
51664	mcp-openscad-render-loop Claim OpenSCAD wrapped as an MCP server. Render .scad with parameter overrides, run p…	—	○ ⏳	—	N/A	N/A	—	—	—
51665	sql-explorer-mcp Claim Read-only MCP server for SQL databases (SQL Server, Postgres, SQLite) with mult…	—	○ ⏳	—	N/A	N/A	—	95	—
51666	Aindreyway MCP Codex Keeper Claim An intelligent MCP server that serves as a guardian of development knowledge, p…	—	○ ⏳	—	—	—	—	81	—
51667	@unblockingapi/mcp Claim Enables AI agents to fetch bot-protected web pages, run structured Google searc…	—	○ ⏳	—	—	—	—	81	—
51668	YouTrack MCP Claim 1 MCP server for interacting with YouTrack, enabling issue management, project op…	—	○ ⏳	—	—	—	—	81	—
51669	Garmin MCP Lite Claim A lightweight Garmin Model Context Protocol server with 12 curated endpoints fo…	—	○ ⏳	—	N/A	N/A	—	95	—
51670	Repliz MCP Server Claim Enables AI assistants to manage Repliz workspaces via natural language, includi…	—	○ ⏳	—	—	—	—	—	—
51671	IcePanel MCP Server Claim Enables interaction with IcePanel for architectural diagram management via MCP …	—	○ ⏳	—	—	—	—	—	—
51672	techno-leave-manager-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
51673	Comptox MCP Server Claim Exposes EPA Computational Toxicology (CompTox) evidence federation through MCP,…	—	○ ⏳	—	—	—	—	—	—
51674	Godot MCP Server Claim Enables AI assistants to interact with and manipulate Godot game engine project…	—	○ ⏳	—	N/A	N/A	—	—	—
51675	multi-mail-mcp Claim Local-first MCP server for agents that need to work across multiple Gmail and M…	—	○ ⏳	—	N/A	N/A	—	—	—
51676	mission-control Claim Read and write Mission Control state via MCP — projects, tasks, subtasks, templ…	—	○ ⏳	—	—	—	—	—	—
51677	newrelic-mcp Claim Executes NRQL queries against New Relic via the NerdGraph API, enabling monitor…	—	○ ⏳	—	N/A	N/A	—	—	—
51678	AI Doctor Assistant MCP Server Claim Provides 12 medical tools for symptom checking, lab report explanation, emergen…	—	○ ⏳	—	N/A	N/A	—	—	—
51679	neo4j-prefiltering-mcp Claim Automatically discovers vector indexes in a Neo4j database and exposes each as …	—	○ ⏳	—	N/A	N/A	—	—	—
51680	Agentic CMS Claim Open-source MCP server that turns any CMS backend into an AI-agent-ready conten…	—	○ ⏳	—	N/A	N/A	—	—	—
51681	StellarMCP Claim MCP server giving AI agents access to Stellar blockchain data with monetized to…	—	○ ⏳	—	N/A	N/A	—	—	—
51682	skillsmcp Claim Exposes Agent Skills to AI agents as MCP tools, enabling discovery and activati…	—	○ ⏳	—	N/A	N/A	—	—	—
51683	Meta Ads MCP Server Claim Enables management and analysis of Meta (Facebook/Instagram) ads through natura…	—	○ ⏳	—	N/A	N/A	—	—	—
51684	impots-mcp Claim Transforms Claude into a French tax assistant specialized in French taxation, c…	—	○ ⏳	—	N/A	N/A	—	—	—
51685	MCP Toolkit Claim A unified MCP server that provides tools for UI/UX design intelligence, command…	—	○ ⏳	—	N/A	N/A	—	—	—
51686	Dify Doc MCP Server Claim An MCP server that integrates Dify knowledge bases, enabling AI assistants to r…	—	○ ⏳	—	—	—	—	—	—
51687	FileSystem MCP Server Claim Enables advanced file system operations such as file read/write, directory mana…	—	○ ⏳	—	N/A	N/A	—	—	—
51688	Risha.ai MCP Server Claim MCP server for the Risha.ai API enabling authentication, capability discovery, …	—	○ ⏳	—	—	—	—	—	—
51689	MCPJuliaServer Claim A Julia-based MCP server providing tools for database operations, file manageme…	—	○ ⏳	—	—	—	—	—	—
51690	Gemini Image Generation MCP Server Claim Enables image generation, editing, and refinement using Google's Gemini 2.5 Fla…	—	○ ⏳	—	N/A	N/A	—	—	—
51691	overmind-mcp Claim Orchestrates and controls multiple AI agent CLIs (Claude-Code, Gemini-cli, etc.…	—	○ ⏳	—	N/A	N/A	—	—	—
51692	mcp-filesystem Claim Provides advanced filesystem operations for AI-assisted development, including …	—	○ ⏳	—	N/A	N/A	—	—	—
51693	Memory Server Claim Provides persistent memory management with SQLite, enabling storage and retriev…	—	○ ⏳	—	N/A	N/A	—	—	—
51694	Skill Agent Gateway Claim An MCP server that provides intelligent discovery, search, and on-demand loadin…	—	○ ⏳	—	N/A	N/A	—	—	—
51695	antigravity-review-mcp Claim AI-powered code review using Zhipu GLM. It gathers git diffs and source context…	—	○ ⏳	—	N/A	N/A	—	—	—
51696	Claude Session Coordinator Claim A flexible MCP server enabling multiple Claude AI sessions to coordinate work a…	—	○ ⏳	—	N/A	N/A	—	—	—
51697	Style-Coach-MCP Claim Provides data-driven cover letter coaching by analyzing tone, keywords, and str…	—	○ ⏳	—	N/A	N/A	—	—	—
51698	Chemistry VC Claim Discover Chemistry VC’s mission, team, investment criteria, and portfolio. Quic…	—	○ ⏳	—	N/A	N/A	—	95	—
51699	Workday MCP Server Claim Enable seamless integration of Workday data and services with language models t…	—	○ ⏳	—	N/A	N/A	—	95	—
51700	Present Agent MCP Claim Find 5 explainable, personalized gift recommendations from inside any MCP clien…	—	○ ⏳	—	—	—	—	—	—

Showing 51651–51700 of 56925 servers

« Prev 1 … 1032 1033 1034 1035 1036 … 1139 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops