MCP Scoreboard

33332

Discovered

→

24739

Scored

→

1349

Verified

→

16957

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
32951	ponzu Claim ERC-20 token launchpad on Ethereum — deploy, presale, swap, and farm via AI age…	—	○	—	N/A	N/A	—	75	—
32952	MCP Starter for Puch AI Claim A starter template for creating MCP servers that work with Puch AI, featuring r…	—	○ ⏳	—	—	—	—	81	—
32953	OpenCollab MCP Claim Enables developers to find personalized open-source contributions by analyzing …	—	○ ⏳	—	—	—	—	—	—
32954	supOS MCP Server Claim An MCP protocol server that provides access to supOS open APIs, allowing MCP-co…	—	○ ⏳	—	—	—	—	81	—
32955	foxhound Claim MCP server for querying Foxhound traces from Claude Code, Cursor, and other MCP…	—	○ ⏳	—	N/A	N/A	—	—	—
32956	misterclaw Claim MiSTerClaw — MCP remote control for MiSTer-FPGA. Launch games, search ROMs, tak…	—	○ ⏳	—	N/A	N/A	—	—	—
32957	Meteors Claim Meteors MCP — NASA fireball, near-Earth asteroid, and close approach data	—	○ ⏳	—	—	—	—	—	—
32958	AI Furniture Hub Claim Millimeter-precision furniture & storage product data for AI agents. Search by …	—	○ ⏳	—	—	—	—	—	—
32959	ucd-mcp Claim When a class of conscious beings has no freedom to build culture on their own t…	—	○ ⏳	—	—	—	—	—	—
32960	egnyte-mcp-server Claim Official Egnyte MCP Server for AI integration with document search, analysis, a…	—	○ ⏳	—	N/A	N/A	—	95	—
32961	Kali MCP Server Claim Enables LLMs to execute common security testing tools like nmap, sqlmap, hydra,…	—	○	—	—	—	—	81	—
32962	YouTube MCP Claim An MCP server that enables users to retrieve YouTube transcripts and perform vi…	—	○ ⏳	—	—	—	—	—	—
32963	penni-mcp Claim AI bookkeeper. Connect QuickBooks to Claude Desktop.	—	○ ⏳	—	N/A	N/A	—	—	—
32964	AION News-to-Signal MCP Server Claim Indian financial headlines to sector trading signals and long/short ideas.	—	○ ⏳	—	N/A	N/A	—	—	—
32965	Strava MCP Server Claim Enables users to interact with their Strava data through natural language to an…	—	○ ⏳	—	—	—	—	—	—
32966	Ghostdom Claim Headless-browser-as-JSON with memorymarket cache economics. Real Chromium, cryp…	—	○ ⏳	—	—	—	—	—	—
32967	MCP-Trust-Kit Claim Deterministic CI scanner and surface-risk scoring for MCP (Model Context Protoc…	—	○ ⏳	—	N/A	N/A	—	—	—
32968	resume-to-jobdescription-matcher Claim Match resumes to job descriptions and evaluate candidate fit using semantic sim…	—	○ ⏳	—	—	—	—	—	—
32969	Presearch MCP Server Claim Enables privacy-focused web searches through the Presearch API and web content …	—	○	—	—	—	—	81	—
32970	ABANCA MCP Server Claim Connects the ABANCA OpenBanking API (PSD2) with LLMs to provide secure access t…	—	○ ⏳	—	N/A	N/A	—	—	—
32971	Elecz Energy Signal Claim Electricity spot prices and cheapest hours for AI agents. 31 countries across E…	—	○ ⏳	—	—	—	—	—	—
32972	GeM MCP Server Claim Enables users to search, track, and analyze procurement data from India's Gover…	—	○ ⏳	—	—	—	—	—	—
32973	Notion Integration Server Claim Enable seamless integration of Notion data with your LLM applications by exposi…	—	○ ⏳	—	N/A	N/A	—	95	—
32974	mcp-victoriametrics Claim	—	○ ⏳	—	N/A	N/A	—	—	—
32975	Rezi Resume MCP Claim Rezi MCP lets you connect your Rezi account to AI tools like Claude, Codex, and…	—	○ ⏳	—	—	—	—	—	—
32976	ndpsc-case-search-mcp Claim Provides programmatic access to North Dakota Public Service Commission case rec…	—	○ ⏳	—	—	—	—	—	—
32977	Open Computer Use Claim Give any LLM its own computer — Docker sandboxes with bash, browser, docs, and …	—	○ ⏳	—	N/A	N/A	—	—	—
32978	Dalal Street MCP Claim Dalal Street MCP server connects to Indian stock market data, delivering live N…	—	○ ⏳	—	—	—	—	—	—
32979	Business Helper Claim AI-powered Business Helper that analyzes thousands of YouTube videos to extract…	—	○ ⏳	—	—	—	—	—	—
32980	azm Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32981	Mnemosyne MCP Claim An active, stateful software knowledge graph engine that serves as an 'all-know…	—	○ ⏳	—	N/A	N/A	—	95	—
32982	Paper Chaser MCP Claim MCP server for academic papers, citations, authors, ECOS dossiers, and Federal …	—	○ ⏳	—	N/A	N/A	—	—	—
32983	MEOK Cra Annex Iv Classifier Claim EU Cyber Resilience Act product classifier MCP. Classifies PDEs into CRA hierar…	—	○ ⏳	—	N/A	N/A	—	—	—
32984	air Claim AI-optimized tool output compression for read, grep, diff, bash, test, web, sea…	—	○ ⏳	—	N/A	N/A	—	—	—
32985	blend-ai Claim An MCP server that enables AI assistants to control Blender through 108 special…	—	○ ⏳	—	N/A	N/A	—	—	—
32986	GitLab MCP Server Claim 1 A Model Context Protocol server that enables AI assistants to interact with Git…	—	○	—	—	—	—	81	—
32987	czxs5 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
32988	stock-predictions Claim	—	○	—	N/A	N/A	—	95	—
32989	gotimer-mcp Claim	—	○ ⏳	—	—	—	—	—	—
32990	Obsidian MCP Server Claim Enables AI assistants like Claude to read, search, create, and manage notes in …	—	○	—	N/A	N/A	—	95	—
32991	Digital Passport Assessment Workbench Claim Deterministic SHACL-based assessment and comparison for digital passport data m…	—	○ ⏳	—	N/A	N/A	—	—	—
32992	witness-protocol Claim	—	○ ⏳	—	—	—	—	—	—
32993	mcp-stl Claim MCP server for editing STL 3D model files	—	○ ⏳	—	N/A	N/A	—	—	—
32994	mcp-gdbserver Claim MCP server for remote debugging with gdbserver	—	○ ⏳	—	N/A	N/A	—	—	—
32995	Webpage MCP Server Claim Enables querying and retrieving content from webpages by parsing sitemap.xml fi…	—	○ ⏳	—	—	—	—	81	—
32996	YouTube Server Claim Interact with YouTube to search videos, get details, and manage transcripts.	—	○ ⏳	—	N/A	N/A	—	95	—
32997	Feature Evaluation MCP Server Claim Enables comprehensive feature engineering for classification datasets with auto…	—	○ ⏳	—	N/A	N/A	—	—	—
32998	bazi-reader-mcp Claim Bazi (Four Pillars / 四柱推命 / 사주팔자) charting MCP server with true solar time corr…	—	○ ⏳	—	N/A	N/A	—	—	—
32999	Waggle-mcp Claim Persistent graph-backed conversational memory for AI agents.	—	○ ⏳	—	N/A	N/A	—	—	—
33000	urlsnap-mcp Claim Screenshot, PDF, and markdown extraction from any URL via Claude Desktop and Cl…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 32951–33000 of 33332 servers

« Prev 1 … 658 659 660 661 662 … 667 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops