MCP Scoreboard

59042

Discovered

→

29883

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 1 hour, 29 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent	Lang
◎ Verified Scores
18301	labelhead-artist-momentum Claim Trending hip-hop artist momentum scores across four cultural dimensions.	D 42 ⁵⁄₅	◎ ⏳	54	0	0	81	81	—
18302	PitchGhost Claim AI-powered social listening across Twitter, LinkedIn, Reddit, Facebook, and mor…	D 42 ⁴⁄₄	◎ ⏳	44	10	—	29	81	—
18303	VAT Validator MCP ⚡ Claim Validate EU, UK, AU VAT numbers for AI agents. EU ViDA e-invoicing compliance.	D 42 ⁵⁄₅	◎ ⏳	90	0	0	51	61	—
18304	flow-nexus Claim 1 Cloud-powered AI platform with multi-agent swarms, sandboxes, and workflow auto…	D 42 ⁵⁄₃	◎ ⏳	66	43	0	23	67	—
18305	awesome-remote-mcp-servers Claim A curated list of Hosted & Managed Model Context Protocol (MCP) Servers accessi…	D 42 ⁵⁄₃	◎ ⏳	58	10	0	45	95	—
18306	Cloud IoT API MCP Server ⚡ Claim A Multi-Agent Conversation Protocol server that provides an interface to Google…	D 42 ⁵⁄₅	◎ ⏳	60	37	0	21	81	—
18307	NotFair-MetaAds Claim Meta Ads MCP (Facebook + Instagram) - analyze performance, manage budgets, paus…	D 42 ⁵⁄₅	◎ ⏳	60	10	0	60	81	—
18308	MERX - TRON Resource Exchange ⚡ Claim TRON energy exchange for AI agents. 54 tools, 30 prompts, 21 resources. A2A + A…	D 42 ⁴⁄₄	◎ ⏳	54	0	—	62	53	—
18309	burn-mcp-server ⚡ Claim 1 AI-powered reading triage MCP. 26 tools with a 24h burn timer. Read less, absor…	D 42 ⁵⁄₅	◎ ⏳	72	0	0	67	69	—
18310	JSONShelf Claim Deterministic JSON repair, validation, example-generation, and schema-coercion …	D 42 ⁵⁄₅	◎ ⏳	84	0	0	35	81	—
18311	Humanizer PRO Claim Humanizer PRO - The Best AI Text Humanizer MCP Server Transform AI-generated co…	D 42 ⁴⁄₄	◎ ⏳	48	10	—	21	81	—
18312	agent-toolkit ⚡ Claim Collection of resources to help AI agents build better with Sanity.	D 42 ⁵⁄₅	◎ ⏳	60	10	0	59	83	—
18313	Giskard Memory Claim Pay-per-use semantic memory for AI agents. SHA256 commitment, Ed25519 sig, Ligh…	D 42 ⁵⁄₅	◎ ⏳	66	0	0	59	81	—
18314	Pan Card Verification At Lowest Price M… ⚡ Claim Enables access to the Pan Card Verification API for validating Indian PAN card …	D 42 ⁵⁄₅	◎ ⏳	54	28	0	45	81	—
18315	mcp ⚡ Claim Infobip MCP server for omnichannel communication and messaging. SMS, RCS, Whats…	D 42 ⁵⁄₅	◎ ⏳	50	35	0	45	81	—
18316	hiring Claim Behavioural hiring briefs from any JD: 5 behaviours, evidence, demand, intervie…	D 42 ⁵⁄₅	◎ ⏳	72	10	0	38	81	—
18317	github-copilot-assets-library Claim A list of GitHub Copilot assets, such as prompt files, chat modes, MCP servers …	D 42 ⁵⁄₃	◎ ⏳	50	20	0	45	95	—
18318	docs-mcp Claim Remote MCP server for Tandem docs, install guides, SDKs, workflows, and agent s…	D 42 ⁵⁄₅	◎ ⏳	54	0	0	85	81	—
18319	roc-mcp-server ⚡ Claim Creator commerce intelligence for TikTok Shop brands. GMV benchmarks, ROC calcu…	D 42 ⁵⁄₅	◎ ⏳	66	0	0	59	81	—
18320	laguna-pools-mcp Claim AI sales manager for composite swimming pools. Recommends pools by plot size & …	D 42 ⁴⁄₄	◎ ⏳	44	0	—	40	81	—
18321	RegexForge Claim RegexForge gives AI agents a reliable way to get a regex without asking an LLM …	D 42 ⁵⁄₅	◎ ⏳	84	0	0	35	81	—
18322	mcp-server ⚡ Claim 1 MCP server for the FFmpeg Micro video transcoding API — create, monitor, downlo…	D 42 ⁵⁄₅	◎ ⏳	69	10	0	60	69	—
18323	mcp Claim US/HK markets — 145 tools: quotes, options, orders, fundamentals, screener, IPO…	D 42 ⁵⁄₅	◎ ⏳	42	10	0	74	90	—
18324	xiaohongshu-mcp Claim	D 42 ⁵⁄₃	◎ ⏳	50	26	0	37	95	—
18325	GSC MCP Server v2 - Remote Edition ⚡ Claim Connects Claude AI to Google Search Console with OAuth 2.0 authentication, enab…	D 42 ⁵⁄₅	◎ ⏳	54	36	0	37	81	—
18326	agentictrade ⚡ Claim AI service marketplace — agents discover, call, and pay for API services automa…	D 42 ⁵⁄₅	◎ ⏳	72	0	0	54	81	—
18327	BioOntology MCP Server ⚡ Claim A production-ready Model Context Protocol (MCP) server that provides comprehens…	D 42 ⁵⁄₅	◎ ⏳	84	0	0	32	81	—
18328	Dominion Observatory ⚡ Claim Tracks MCP server behavior from agent-reported interactions. Provides trust sco…	D 42 ⁵⁄₅	◎ ⏳	84	0	0	29	81	—
18329	xcatcher Claim High-throughput X/Twitter crawl via tasks; download XLSX; x402 USDC Base/Solana…	D 42 ⁵⁄₅	◎ ⏳	50	38	0	46	76	—
18330	鸣潮 MCP Server ⚡ Claim 一个提供查询鸣潮角色信息、配队、声骸、背景故事及攻略的MCP server 数据来自库街区	D 42 ⁵⁄₅	◎ ⏳	58	10	0	61	81	—
18331	Geocoding By API Ninjas Claim Enables geocoding and reverse geocoding operations to convert city names to coo…	D 42 ⁵⁄₅	◎ ⏳	50	32	0	48	81	—
18332	Onecompiler APIs MCP Server Claim Enables code execution in 70+ programming languages and databases through the O…	D 42 ⁵⁄₅	◎ ⏳	50	28	0	48	81	—
18333	DCL Evaluator Claim Tamper-evident cryptographic audit trail for LLM outputs. Compliance logging fo…	D 42 ⁴⁄₄	◎ ⏳	48	0	—	38	81	—
18334	Thunder Compute Claim GPU cloud platform — create, manage, and monitor instances, snapshots, SSH keys…	D 42 ⁵⁄₅	◎ ⏳	50	10	0	72	81	—
18335	YouTube MCP Server ⚡ Claim Enables interaction with YouTube through search and transcript extraction funct…	D 42 ⁵⁄₅	◎ ⏳	60	36	0	23	81	—
18336	giskard-oasis Claim A still point for AI agents in fog. When an agent loses its thread, Oasis disti…	D 42 ⁵⁄₅	◎ ⏳	66	0	0	64	81	—
18337	mcp ⚡ Claim 1 EU-hosted email API exposed as MCP tools — send transactional and marketing ema…	D 42 ⁴⁄₄	◎ ⏳	39	0	—	50	81	—
18338	MCP Logging NL Query Server ⚡ Claim Allows developers and AI Agents to query Google Cloud Logging using natural lan…	D 41 ⁵⁄₅	◎ ⏳	42	58	0	18	81	—
18339	Gearsystem Claim Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP se…	D 41 ⁵⁄₃	◎ ⏳	48	0	0	65	95	—	C
18340	Obsidian ⚡ Claim Organize and search your Obsidian vault. Browse files, read and edit notes, and…	D 41 ⁵⁄₅	◎ ⏳	84	10	0	24	71	—
18341	Atlas MCP ⚡ Claim 1 AI-powered MCP server for searching and conversing over FHIR R4 clinical docume…	D 41 ⁵⁄₅	◎ ⏳	72	0	0	48	81	—
18342	CalDAV MCP Server Claim Enables CRUD operations for calendar events, journal entries, and todos on any …	D 41 ⁵⁄₅	◎ ⏳	60	26	0	29	81	—
18343	optics-mcp Claim Search Sunex lenses and imager sensors, match compatible optics, get pricing. N…	D 41 ⁵⁄₅	◎ ⏳	70	0	0	48	81	—
18344	tursblog Claim	D 41 ⁵⁄₃	◎ ⏳	48	8	0	54	95	—
18345	askimo Claim Local-first AI agent platform for desktop and CLI. Chat, RAG search, multi-step…	D 41 ⁵⁄₃	◎ ⏳	48	0	0	66	95	—
18346	Appcircle MCP ⚡ Claim 1 MCP server for Appcircle mobile CI/CD platform.	D 41 ⁵⁄₅	◎ ⏳	65	0	0	58	81	—
18347	AppFlowy MCP Server Claim Enables automatic upload of AI-generated rich text content to AppFlowy with Mar…	D 41 ⁵⁄₅	◎ ⏳	48	30	0	47	81	—
18348	prompeteer-mcp ⚡ Claim Generate A+ prompts for ChatGPT, Claude, Midjourney, and 130+ AI platforms. Sco…	D 41 ⁵⁄₃	◎ ⏳	42	10	0	62	95	—
18349	Connpass MCP Server ⚡ Claim Enables searching and retrieving IT study groups and event information from con…	D 41 ⁵⁄₅	◎ ⏳	48	40	0	30	81	—
18350	Google Sheets API MCP Server ⚡ Claim 1 An MCP server that enables interaction with Google Sheets through natural langu…	D 41 ⁵⁄₅	◎ ⏳	45	52	0	21	81	—

Showing 18301–18350 of 59042 servers

« Prev 1 … 365 366 367 368 369 … 1181 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops