MCP Scoreboard

69236

Discovered

→

33911

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 45 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
47201	LLMemory Claim Enables VS Code agent mode to search and retrieve context from your LLMemory va…	—	○ ⏳	—	—	—	—	—	—
47202	Writeathon MCP Server Claim Enables users to interact with the Writeathon platform for managing cards, spac…	—	○ ⏳	—	—	—	—	—	—
47203	Manim MCP Server Claim Enables Claude to create mathematical animation videos using Manim, allowing vi…	—	○ ⏳	—	N/A	N/A	—	95	—
47204	firefox-relay-mcp Claim Enables managing Firefox Relay masks (random and domain) via MCP tools, includi…	—	○ ⏳	—	—	—	—	—	—
47205	weather-mcp Claim Exposes weather data from the free Open-Meteo API via decorator-driven MCP tool…	—	○ ⏳	—	—	—	—	—	—
47206	xAI Grok MCP Bridge Claim Enables using the xAI Grok CLI as an MCP sub-agent for code review, asking ques…	—	○ ⏳	—	N/A	N/A	—	—	—
47207	indmoney-mcp Claim Read-only INDmoney portfolio access for Claude — Indian stocks, mutual funds, U…	—	○ ⏳	—	N/A	N/A	—	—	—
47208	gemini-embedding-2-mcp-server Claim A local MCP server that indexes files in a directory using Gemini Embedding 2, …	—	○ ⏳	—	N/A	N/A	—	—	—
47209	MCP Java Backend Suite Claim A comprehensive MCP toolkit for Java backend developers, providing 35 tools acr…	—	○ ⏳	—	N/A	N/A	—	—	—
47210	MCP UJI Academic Server Claim Enables querying academic data from Universitat Jaume I, including subjects, de…	—	○ ⏳	—	N/A	N/A	—	—	—
47211	SimDoc MCP Server Claim Enables access to scientific simulation documentation and code snippets for sim…	—	○ ⏳	—	—	—	—	81	—
47212	LinkedIn Ad Library MCP Server Claim Enables AI assistants to search LinkedIn's Ad Library for sponsored ads, job po…	—	○ ⏳	—	—	—	—	—	—
47213	code-review-mcp Claim Enables comprehensive code reviews using multiple AI models (O3, Gemini, Claude…	—	○ ⏳	—	—	—	—	—	—
47214	GitHub v3 REST API MCP Server Claim Provides access to GitHub v3 REST API functionality through STDIO mode with Fas…	—	○ ⏳	—	—	—	—	—	—
47215	mcp-iso8859-writer Claim Enables writing and editing files in ISO-8859-1 encoding, automatically convert…	—	○ ⏳	—	N/A	N/A	—	—	—
47216	Laddro Career Claim Tailor resumes, generate cover letters, render CVs as PDF, and browse 22+ templ…	—	○ ⏳	—	—	—	—	—	—
47217	PP/DS MCP Server Claim Enables AI-assisted planning inquiries by exposing PP/DS OData APIs as MCP tool…	—	○ ⏳	—	—	—	—	—	—
47218	mcp-transport-feeds Claim Enables browsing and fetching transport and mobility news feeds from curated so…	—	○ ⏳	—	—	—	—	—	—
47219	mcp-recall-md Claim Enables semantic search over local markdown note collections using vector embed…	—	○ ⏳	—	N/A	N/A	—	—	—
47220	why-did-you-render-mcp Claim Bridges unnecessary React re-render data from the browser to coding agents, ena…	—	○ ⏳	—	N/A	N/A	—	—	—
47221	trazabilidad-mcp Claim MCP server that exposes code tracing capabilities including journey flows, HTTP…	—	○ ⏳	—	N/A	N/A	—	—	—
47222	0g-chain-mcp Claim Production-ready MCP server for 0G Chain blockchain operations, enabling wallet…	—	○ ⏳	—	—	—	—	—	—
47223	csv-explorer-mcp Claim A Model Context Protocol server for exploring and analyzing CSV files, providin…	—	○ ⏳	—	N/A	N/A	—	—	—
47224	SocioLogic Claim Conduct market research using synthetic personas and automated campaigns. Simul…	—	○ ⏳	—	—	—	—	81	—
47225	chem-inventory-mcp Claim MCP server for managing chemical inventory with SQLite. Enables search, detail …	—	○ ⏳	—	—	—	—	—	—
47226	Unrestricted Development MCP Server Claim Provides unrestricted access to your development environment with filesystem op…	—	○ ⏳	—	N/A	N/A	—	95	—
47227	canvas-mcp Claim Enables AI agents to interact with Canvas LMS via its REST API for reading cour…	—	○ ⏳	—	—	—	—	—	—
47228	korea_weather Claim 1 An MCP server that provides Korean weather information from the Korea Meteorolo…	—	○ ⏳	—	—	—	—	81	—
47229	toolvend Claim DNS, RDAP, LEI/KYB, DMARC/SPF, sitemaps, web extraction, VAT, QR. Paid per call…	—	○ ⏳	—	—	—	—	—	—
47230	Monitoring AIops Claim Governed SolarWinds Orion + PRTG + Zabbix ops: SWQL, alert rollup, health, 42 t…	—	○ ⏳	—	N/A	N/A	—	95	—
47231	Meridian Consensus Claim Committee-reviewed market sizing, forecasts, and competitive landscape from Mer…	—	○ ⏳	—	—	—	—	—	—
47232	Barakah Halal Stock Screen Claim Check if a US stock is halal (Sharia-compliant), with the dates its verdict cha…	—	○ ⏳	—	—	—	—	—	—
47233	Godot MCP Server Ultimate Edition Claim Advanced MCP server for Godot 4.6+ with 63 professional tools, enabling AI-assi…	—	○ ⏳	—	N/A	N/A	—	95	—
47234	Maya MCP Server Claim Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…	—	○ ⏳	—	N/A	N/A	—	—	—
47235	ai-context Claim Local-first MCP server: version-correct library docs, code map, and offline dri…	—	○ ⏳	—	N/A	N/A	—	—	—
47236	commit-message-ai-mcp Claim commit-message-ai-mcp MCP server by MEOK AI Labs	—	○ ⏳	—	N/A	N/A	—	—	—
47237	mcp-server-google-search-console Claim Enables interaction with Google Search Console via MCP, offering search analyti…	—	○ ⏳	—	—	—	—	—	—
47238	mcp-server-blog Claim A demo MCP server illustrating production patterns including OAuth 2.0 token va…	—	○ ⏳	—	N/A	N/A	—	—	—
47239	Fluduro Claim A personality-to-flower quiz application with MCP tools for interactive widgets…	—	○ ⏳	—	N/A	N/A	—	—	—
47240	verbalized-sampling-mcp Claim A Model Context Protocol server that provides Verbalized Sampling prompt templa…	—	○ ⏳	—	—	—	—	—	—
47241	Minerva MCP — Microsoft 365 & Azure Claim Microsoft 365 & Azure admin: Graph, ARM, and the PowerShell cmdlets Graph does …	—	○ ⏳	—	N/A	N/A	—	—	—
47242	macOS Calendar & Reminders Claim macOS Calendar & Reminders MCP server (24 tools). Native Swift EventKit, iCloud…	—	○ ⏳	—	N/A	N/A	—	95	—
47243	openstreetmap-mcp-server Claim Geocode, reverse geocode, and run Overpass spatial queries on OpenStreetMap dat…	—	○ ⏳	—	—	—	—	—	—
47244	MCP KQL Server Claim 1 Execute KQL in AI prompts via NL2KQL with schema discovery and Azure Data Explo…	—	○	—	N/A	N/A	—	81	—
47245	reviewable-artifacts Claim 1 Reviewable workspace discovery and private HTML review creation via stdio MCP.	—	○	—	N/A	N/A	—	81	—
47246	mwe-mcp — Memory Wiki Engine Claim Self-hosted multi-user memory for AI agents: a human-readable Markdown wiki wit…	—	○ ⏳	—	N/A	N/A	—	—	—
47247	CodeForge MCP Claim A self-hosted MCP server that provides a single execute_code tool, enabling age…	—	○ ⏳	—	—	—	—	—	—
47248	Human-In-the-Loop MCP Server Claim Enables AI assistants like Claude to interact with humans through intuitive GUI…	—	○ ⏳	—	N/A	N/A	—	—	—
47249	AiAgentWalletMCP Claim Enables AI agents to access a marketplace of paid tools by automatically handli…	—	○ ⏳	—	—	—	—	81	—
47250	Auten Claim Computer use for Claude Code, Codex, Cursor or any MCP client: your computer + …	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 47201–47250 of 69236 servers

« Prev 1 … 943 944 945 946 947 … 1385 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops