MCP Scoreboard

46593

Discovered

→

29552

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 1 hour, 18 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
46451	invovate-mcp-server Claim AI-agent invoice generator: PDF, JSON & UBL in 11 languages via the Invovate AP…	—	○ ⏳	—	N/A	N/A	—	83	—
46452	tentra Claim	—	○ ⏳	—	N/A	N/A	—	95	—
46453	casuallayer-mcp Claim Deterministic AI liability attribution engine. Scores fault across AI supply-ch…	—	○ ⏳	—	—	—	—	—	—
46454	zvec-mcp Claim Enables AI agents to store, search, and manage a local vector database for RAG …	—	○ ⏳	—	N/A	N/A	—	—	—
46455	seo-data-api-mcp-server Claim Enables to access SE Ranking SEO data through natural language queries, providi…	—	○ ⏳	—	—	—	—	81	—
46456	RT-Prompt Claim Provide specialized prompt engineering suggestions to enhance LLM-generated con…	—	○ ⏳	—	N/A	N/A	—	95	—
46457	content-distribution Claim Publish content to DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, Linke…	—	○ ⏳	—	N/A	N/A	—	—	—
46458	spresh-mcp Claim Search Facebook ads, decode competitor creative strategy, and track brand ad hi…	—	○ ⏳	—	N/A	N/A	—	—	—
46459	Telbase Claim Deploy any web project with one command. AI-native platform with self-healing f…	—	○ ⏳	—	N/A	N/A	—	95	—
46460	trvl Claim AI travel agent for flights, hotels, rental cars, ground transport, price alert…	—	○ ⏳	—	N/A	N/A	—	—	—
46461	Boxtalk Data MCP Server Claim Provides tools for interacting with SQL Server databases, enabling users to ret…	—	○ ⏳	—	—	—	—	81	—
46462	veocreditwaste-mcp Claim Paid remote MCP for Veo 4 credit waste gate MCP, structured receipts, audit log…	—	○ ⏳	—	—	—	—	—	—
46463	our Claim	—	○ ⏳	—	N/A	N/A	—	95	—
46464	Art Blocks MCP Server Claim The Art Blocks MCP Server supercharges your AI agents to become instant power u…	—	○ ⏳	—	—	—	—	81	—
46465	drifts Claim Multi-sensory AI experiences with time-locked progression and structured sensor…	—	○ ⏳	—	N/A	N/A	—	83	—
46466	Neo — AI/ML Engineering Claim AI/ML engineering MCP server for Neo — submit tasks, track execution, and retri…	—	○ ⏳	—	N/A	N/A	—	—	—
46467	prompt-optimizer-2-0-0 Claim	—	○ ⏳	—	N/A	N/A	—	95	—
46468	FavCRM Claim Agentic CRM for service businesses — bookings, customers, WhatsApp, loyalty, in…	—	○ ⏳	—	—	—	—	—	—
46469	notify-hub Claim Unified notification MCP server with 36 tools to send messages across 23 channe…	—	○ ⏳	—	—	—	—	81	—
46470	Heista Claim Decode video ads, load brand intelligence, generate ad scripts.	—	○ ⏳	—	—	—	—	—	—
46471	Google Tasks MCP Server Claim A Model Context Protocol server that enables AI assistants to manage Google Tas…	—	○ ⏳	—	—	—	—	—	—
46472	arxiv-retrive Claim	—	○ ⏳	—	N/A	N/A	—	95	—
46473	mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
46474	google-researcher Claim MCP server providing Google Search, web scraping, and multi-source research too…	—	○ ⏳	—	N/A	N/A	—	83	—
46475	ssh-client-mcp-server Claim MCP server for executing shell commands on remote hosts via SSH.	—	○ ⏳	—	N/A	N/A	—	—	—
46476	MCPpedia Claim Search, evaluate, and compare 17,000+ MCP servers from the [MCPpedia](https://m…	—	○ ⏳	—	—	—	—	81	—
46477	Octolens Claim Stop context-switching between work and social platforms. Monitor brand mention…	—	○ ⏳	—	N/A	N/A	—	95	—
46478	Fintalio LinkedIn MCP Claim LinkedIn outreach MCP server — 19 tools for AI agents to prospect, sequence, an…	—	○ ⏳	—	—	—	—	—	—
46479	Jokes MCP Server Claim 1 An MCP server that integrates with Microsoft Copilot Studio to deliver humor co…	—	○ ⏳	—	N/A	N/A	—	95	—
46480	magic-mcp Claim	—	○ ⏳	—	N/A	N/A	—	95	—
46481	octofs Claim 1 Standalone MCP filesystem tools server — view, edit, shell, ast-grep, workdir.	—	○	—	N/A	N/A	—	81	—
46482	Fusion360MCP Claim Enables AI-powered CAD automation in Autodesk Fusion 360 through natural langua…	—	○ ⏳	—	N/A	N/A	—	95	—
46483	CC Explorer MCP Server Claim Enables AI assistants to query the Canton Network blockchain explorer through t…	—	○ ⏳	—	—	—	—	81	—
46484	looking-glass-mcp Claim AI-native browser for agents. 71 tools with self-healing, semantic extraction, …	—	○ ⏳	—	N/A	N/A	—	81	—
46485	ProofFlow Claim Audit infrastructure for AI coding agents with evidence-backed review and polic…	—	○ ⏳	—	N/A	N/A	—	—	—
46486	Messages MCP Server Claim 1 A Model Context Protocol server that provides access to messages from an extern…	—	○ ⏳	—	N/A	N/A	—	95	—
46487	agent-incident-relay-mcp Claim 1 Agent Incident Relay MCP — Article 73 5-clock broadcaster. One incident → simul…	—	○ ⏳	—	—	—	—	81	—
46488	valoria-intelligence Claim Find where the money is in AI services. See what's earning and find market gaps.	—	○ ⏳	—	N/A	N/A	—	90	—
46489	BidSparq Claim 55 tools for federal/state/local RFPs, awards, vendors, contact graph, contract…	—	○ ⏳	—	—	—	—	—	—
46490	nodejsmcp Claim 1 A Forgejo MCP Server	—	○	—	N/A	N/A	—	76	—
46491	vigil-fraud-alert Claim Proximity-based card fraud detection with AI risk scoring.	—	○ ⏳	—	N/A	N/A	—	75	—
46492	x402 Triage MCP Claim MCP server for no-payment x402 surface triage, 402 Index health checks, and pai…	—	○ ⏳	—	N/A	N/A	—	—	—
46493	dhawk-creative-writer Claim Mercury Creative WriterTransform your creative writing with intelligent archety…	—	○ ⏳	—	N/A	N/A	—	95	—
46494	OpenClaw Consensus Claim 9-LLM consensus + disagreement scoring + cheapest-route picks to fight hallucin…	—	○ ⏳	—	N/A	N/A	—	—	—
46495	Word Memory Tool Claim Manage and review vocabulary efficiently using spaced repetition and AI-powered…	—	○ ⏳	—	N/A	N/A	—	95	—
46496	schemadriftgate-mcp Claim Paid remote MCP for schema drift checks, approvals, receipts, and release audit…	—	○ ⏳	—	—	—	—	—	—
46497	Bawbel Scanner Claim Security scanner for MCP servers and skill files. Detects AVE vulnerabilities b…	—	○ ⏳	—	N/A	N/A	—	—	—
46498	viral-clips-crew Claim	—	○ ⏳	—	N/A	N/A	—	95	—
46499	modelforge Claim Bulge-tier financial model factory — live formulas, source-traced cells, 14 tem…	—	○ ⏳	—	N/A	N/A	—	—	—
46500	mcp-graphify-autotrigger Claim Provides efficient knowledge-graph queries and unrestricted shell delegation fo…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 46451–46500 of 46593 servers

« Prev 1 … 928 929 930 931 932 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops