MCP Scoreboard

69224

Discovered

→

33895

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 20 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
49251	Polymarket BTC Backtester MCP Server Claim Enables backtesting of limit-order strategies on Polymarket's BTC 5-minute mark…	—	○ ⏳	—	—	—	—	—	—
49252	sprinty Claim A disciplined-sprint MCP server for AI coding agents, providing structured spri…	—	○ ⏳	—	N/A	N/A	—	—	—
49253	gpu-rental-mcp Claim Enables comparing and renting vGPUs from 30+ cloud providers via Shadeform API,…	—	○ ⏳	—	—	—	—	—	—
49254	niscope-mcp Claim Enables AI assistants to directly control NI oscilloscopes (e.g., PXIe-5160/516…	—	○ ⏳	—	N/A	N/A	—	—	—
49255	dots-mcp Claim Enables searching Xiaohongshu (小红书) content via dots.ai using a logged-in brows…	—	○ ⏳	—	N/A	N/A	—	—	—
49256	concept-rag Claim Enables LLMs to perform conceptual search over local PDF/EPUB documents using a…	—	○ ⏳	—	N/A	N/A	—	—	—
49257	mcp-code-mode Claim Enables safe execution of Python code with AI assistance and integration with M…	—	○ ⏳	—	N/A	N/A	—	—	—
49258	SpecForge Claim SpecForge is a Model Context Protocol (MCP) server that connects an LLM client …	—	○ ⏳	—	—	—	—	—	—
49259	era5-mcp-server Claim Enables natural language access to ERA5 climate data from the Copernicus Climat…	—	○ ⏳	—	—	—	—	—	—
49260	Meetup Coordinator MCP Claim Analyzes KakaoTalk group chat texts to extract availability, rank options, draf…	—	○ ⏳	—	—	—	—	—	—
49261	postgresql-mcp Claim A production-ready MCP server that connects AI assistants to any PostgreSQL dat…	—	○ ⏳	—	—	—	—	—	—
49262	Radix UI MCP Server Claim Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…	—	○ ⏳	—	—	—	—	—	—
49263	Fireblocks MCP Server Claim Enables AI assistants to securely interact with Fireblocks services through the…	—	○ ⏳	—	—	—	—	—	—
49264	cursor-sdk-mcp Claim Enables MCP clients to invoke Cursor SDK's agent runtime, run coding agents, li…	—	○ ⏳	—	N/A	N/A	—	—	—
49265	herdr-mcp Claim Enables AI assistants to orchestrate Herdr coding agents by wrapping its Unix-s…	—	○ ⏳	—	N/A	N/A	—	—	—
49266	U.CASH Pay Claim Pay x402 resources on U.CASH from your own wallet: view the price, pay on-chain…	—	○ ⏳	—	—	—	—	—	—
49267	StockPilot-MCP-Server Claim Provides inventory analysis, risk assessment, demand forecasting, and recommend…	—	○ ⏳	—	N/A	N/A	—	—	—
49268	Hickey_MCP Claim Personal MCP server for Snowflake and Tableau integration, enabling SQL queries…	—	○ ⏳	—	—	—	—	—	—
49269	talk-safeguard-mcp Claim Analyzes suspicious KakaoTalk messages and links using public data samples and …	—	○ ⏳	—	—	—	—	—	—
49270	Torify — Japanese Locale APIs for AI Ag… Claim Torify gives AI agents the Japanese locale primitives that standard libraries l…	—	○ ⏳	—	—	—	—	—	—
49271	token-meter Claim Local-first dashboard + MCP server for Claude Code and Codex token usage. Cost,…	—	○ ⏳	—	N/A	N/A	—	—	—
49272	web-search Claim	—	○ ⏳	—	N/A	N/A	—	95	—
49273	VegvisAI guide Claim Open guide to businesses in any country, plus Norwegian public services and par…	—	○ ⏳	—	—	—	—	—	—
49274	notes-rag-mcp Claim A Python MCP server for note management with RAG capabilities, enabling adding,…	—	○ ⏳	—	N/A	N/A	—	—	—
49275	recommended-by-mcp Claim Stdio MCP server for managing recommended.by lists from agents like OpenClaw, C…	—	○ ⏳	—	N/A	N/A	—	—	—
49276	YouTube Knowledge MCP Claim A Model Context Protocol (MCP) server that gives AI assistants the ability to s…	—	○ ⏳	—	—	—	—	—	—
49277	naim Claim nAIm API registry for AI agents — search, rate, and discover 310+ APIs.	—	○ ⏳	—	—	—	—	—	—
49278	kanban-mcp Claim MCP server for task/ticket management with dependency tracking, supporting CRUD…	—	○ ⏳	—	N/A	N/A	—	—	—
49279	Jira Admin MCP Server Claim Enables an AI assistant to administer a Jira Cloud site with 78 purpose-built t…	—	○ ⏳	—	—	—	—	—	—
49280	Visibly AI — SEO MCP Server Claim Remote SEO/GEO MCP: Search Console, keyword research, backlinks, competitor & o…	—	○ ⏳	—	—	—	—	—	—
49281	GitLab MCP Server Claim Enables AI assistants to interact with GitLab projects, allowing users to query…	—	○ ⏳	—	—	—	—	81	—
49282	MaxCompute MCP Server Claim MCP server for MaxCompute, enabling table listing, schema inspection, partition…	—	○ ⏳	—	—	—	—	—	—
49283	Wildfire Robot MCP Server Claim MCP server that wraps the Wildfire IM Robot SDK to provide tools for messaging,…	—	○ ⏳	—	—	—	—	—	—
49284	CSL MCP Server Claim A local MCP server for querying Chinese scientific literature from the CSL data…	—	○ ⏳	—	N/A	N/A	—	—	—
49285	timezone-toolkit Claim Timezone converter, world clock, date math & meeting scheduler for AI agents. N…	—	○ ⏳	—	—	—	—	—	—
49286	seshat-mcp Claim Structural code intelligence for AI agents: real call graphs, blast radius, and…	—	○ ⏳	—	N/A	N/A	—	—	—
49287	kirimi-mcp Claim MCP server for Kirimi WhatsApp API, enabling AI agents to send messages, broadc…	—	○ ⏳	—	—	—	—	—	—
49288	mcp-openidea-search Claim Enables federated search across 10 open-knowledge providers via Open Idea. User…	—	○ ⏳	—	—	—	—	—	—
49289	grocery-mcp Claim MCP server for grocery-related web automation using Playwright, enabling AI ass…	—	○ ⏳	—	N/A	N/A	—	—	—
49290	Custom Google Drive MCP Claim Enables Google Drive file operations (search, read, create, download, etc.) thr…	—	○ ⏳	—	—	—	—	—	—
49291	mcp-grep Claim A grep server implementation that exposes grep functionality through the Model …	—	○ ⏳	—	N/A	N/A	—	—	—
49292	mowan-mcp-feedback Claim An interactive feedback MCP server with a web UI, enabling AI-driven developmen…	—	○ ⏳	—	—	—	—	—	—
49293	arcgis-detroit Claim Enables searching and querying City of Detroit GIS open geospatial datasets (pa…	—	○ ⏳	—	—	—	—	—	—
49294	canvas-mcp Claim A teacher-facing MCP server that wraps the Canvas LMS REST API, enabling AI ass…	—	○ ⏳	—	N/A	N/A	—	—	—
49295	Alpic MCP Template Claim A TypeScript template for building MCP servers with Streamable HTTP transport, …	—	○ ⏳	—	—	—	—	—	—
49296	Local Git Changes Analyzer Claim A FastMCP server for analyzing outstanding local git changes that haven't made …	—	○ ⏳	—	N/A	N/A	—	—	—
49297	UART MCP Server Claim Enables reading UART logs from Windows serial ports and sending text to the UAR…	—	○ ⏳	—	N/A	N/A	—	—	—
49298	Converse MCP Server Claim Enables Claude to chat with various AI models and obtain multi-model consensus …	—	○ ⏳	—	—	—	—	—	—
49299	mcp-server-cf-access Claim Enables remote MCP connections with Cloudflare Access OAuth, providing tools li…	—	○ ⏳	—	—	—	—	—	—
49300	doings-evidence-mcp Claim This MCP server provides critical evidence assessment for organization-design, …	—	○ ⏳	—	—	—	—	—	—

Showing 49251–49300 of 69224 servers

« Prev 1 … 984 985 986 987 988 … 1385 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops