MCP Scoreboard

47403

Discovered

→

29595

Scored

→

2112

Verified

→

16952

Complete

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

Last updated 25 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
47151	acmi-mcp Claim Persistent agent memory via ACMI — Profile/Signals/Timeline. 16 tools on Upstas…	—	○ ⏳	—	—	—	—	—	—
47152	AI Summarizer — Text & URL Key Points E… Claim AI-powered text and URL summarization API for AI agents. Extract key points fro…	—	○ ⏳	—	—	—	—	81	—
47153	webmcpactionreceipt-mcp Claim Paid remote MCP for WebMCP action receipt MCP, structured receipts, audit logs,…	—	○ ⏳	—	—	—	—	—	—
47154	Frenchie Claim Frenchie is an MCP-first multimodal utility for AI agents. It helps agents wor…	—	○ ⏳	—	—	—	—	81	—
47155	dlp-mcp Claim The DLP MCP provides the compliance violation in the one drive, google drive do…	—	○ ⏳	—	—	—	—	—	—
47156	Chess MCP Claim 1 A Model Context Protocol server that enables LLM agents and humans to play ches…	—	○ ⏳	—	N/A	N/A	—	95	—
47157	database-admin Claim Database admin MCP: schema inspection, query optimization for PostgreSQL and My…	—	○ ⏳	—	N/A	N/A	—	81	—
47158	live-translate-mcp Claim MCP server for local speech translation (EN ↔ 中文) via Whisper + Claude + Piper	—	○ ⏳	—	N/A	N/A	—	—	—
47159	Thoth Claim Read-only MCP over an agentic SLR workspace with per-claim citation verification	—	○ ⏳	—	—	—	—	—	—
47160	mcpdeprecation-mcp Claim Remote MCP for MCP tool deprecation receipt, structured receipts, audit logs, a…	—	○ ⏳	—	—	—	—	—	—
47161	YourMemory Claim Persistent memory for AI agents. Memories decay with time and strengthen on rec…	—	○ ⏳	—	N/A	N/A	—	81	—
47162	mcpspend Claim Query your MCPSpend usage: cost today, top tools, recent sessions, budget proje…	—	○ ⏳	—	N/A	N/A	—	—	—
47163	TODO MCP Server Claim A minimal Model Context Protocol server implementation that provides tools for …	—	○ ⏳	—	—	—	—	81	—
47164	VibeSEO Claim SEO research, audits, backlinks, GSC, and content workflow tools for AI agents.	—	○ ⏳	—	—	—	—	—	—
47165	trustsource Claim x402-paid domain verification for AI agents — trustscore, SSL, security headers…	—	○ ⏳	—	N/A	N/A	—	—	—
47166	ChatGPT Apps MCP Server Claim Enables interactive React components to render inline in ChatGPT conversations,…	—	○ ⏳	—	—	—	—	81	—
47167	NocoDB MCP Server Claim Enables direct integration with NocoDB databases from Cursor IDE, providing com…	—	○ ⏳	—	—	—	—	81	—
47168	Odoo MCP Server Claim Enables AI assistants to interact with Odoo ERP systems through XML-RPC integra…	—	○ ⏳	—	—	—	—	81	—
47169	openworkdays Claim Zero-signup business-day date-math API: add days, count days between dates, is-…	—	○ ⏳	—	—	—	—	—	—
47170	OpenData MCP Claim OpenData MCP는 표준화된 MCP 인터페이스를 통해 공공데이터 자원에 대한 접근을 제공합니다. 키워드 검색으로 API 목록을 조회하고,…	—	○ ⏳	—	N/A	N/A	—	95	—
47171	genaispanmapper-mcp Claim Remote MCP for GenAI span mapping, provider normalization, dashboard schemas, a…	—	○ ⏳	—	—	—	—	—	—
47172	Profitpather Claim First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…	—	○ ⏳	—	—	—	—	—	—
47173	askme-cli Claim An MCP server that provides a user confirmation interface for AI assistants via…	—	○ ⏳	—	N/A	N/A	—	—	—
47174	quanttogo-mcp Claim Quantitative trading strategies, market indices, and live performance data	—	○ ⏳	—	N/A	N/A	—	95	—
47175	Vitest MCP Server Claim Enables AI assistants to run Vitest tests and analyze code coverage, supporting…	—	○ ⏳	—	N/A	N/A	—	—	—
47176	nis2-compliance-mcp Claim NIS2 Directive (EU 2022/2555) compliance for AI agents. 10 Article 21 risk-mana…	—	○ ⏳	—	N/A	N/A	—	—	—
47177	agent-tools (x402 + MCP + A2A directory) Claim Discover x402 services, MCP servers and A2A agents by intent — agent-tools.clou…	—	○ ⏳	—	—	—	—	—	—
47178	treasury-fiscaldata-mcp-server Claim MCP server for US Treasury Fiscal Data — debt, interest rates, exchange rates, …	—	○ ⏳	—	—	—	—	—	—
47179	Notion Weaver Claim Enables AI workflows to integrate with Notion workspaces, supporting page and d…	—	○ ⏳	—	—	—	—	81	—
47180	CourtListener MCP Server Claim A comprehensive Model Context Protocol (MCP) server for accessing CourtListener…	—	○ ⏳	—	—	—	—	—	—
47181	nrswa-ai-mcp Claim 1 UK street works compliance. Section 50 licences, S58 deferral, S74 overrun pena…	—	○ ⏳	—	N/A	N/A	—	81	—
47182	Cartorio Certidao Claim MCP server para gerenciamento de certidoes de cartorio via IA.	—	○ ⏳	—	N/A	N/A	—	81	—
47183	image-recongnition-mcp Claim 1 MCP server for AI-powered image recognition and description using OpenAI vision…	—	○ ⏳	—	N/A	N/A	—	83	—
47184	hn-tech-signal-mcp Claim Aggregates tech and AI signals from HackerNews, arXiv, Lobste.rs, and GitHub in…	—	○ ⏳	—	—	—	—	—	—
47185	Jokes MCP Server Claim 1 An MCP server that delivers various joke types (Chuck Norris, Dad jokes, etc.) …	—	○ ⏳	—	N/A	N/A	—	95	—
47186	Memory Vault Claim Local-first AI memory layer with hybrid search. Postgres + pgvector. Self-hoste…	—	○ ⏳	—	N/A	N/A	—	—	—
47187	ADB MCP Server Claim A MCP server that enables AI assistants to control Android devices via ADB, sup…	—	○ ⏳	—	N/A	N/A	—	—	—
47188	tenderapi-mcp Claim MCP server for French (BOAMP) + EU (TED) public procurement data via TenderAPI.	—	○ ⏳	—	N/A	N/A	—	—	—
47189	samsung-health-mcp Claim Unofficial local-first MCP server for Samsung Health personal-data CSV/ZIP expo…	—	○ ⏳	—	N/A	N/A	—	—	—
47190	Workflow Claim Create, browse, remix, collaborate on, and run durable AI workflow nodes from M…	—	○ ⏳	—	—	—	—	—	—
47191	Fellow Aiden brew.link MCP server Claim Enables creating and sharing Fellow Aiden brew profiles as brew.link URLs throu…	—	○ ⏳	—	—	—	—	—	—
47192	ScopePilot MCP Claim A safe and bounded AI-agent security testing framework that enables authorized …	—	○ ⏳	—	N/A	N/A	—	—	—
47193	Code-MCP Claim Turns AI assistants into full-stack software engineers with 36 tools for cognit…	—	○ ⏳	—	—	—	—	81	—
47194	heimdall-mcp Claim Transparent proxy for any MCP server that intercepts all JSON-RPC messages, mea…	—	○ ⏳	—	—	—	—	—	—
47195	mcp-gera-skills Claim GeraSkills MCP — search and install robot capability packs on behalf of an oper…	—	○ ⏳	—	N/A	N/A	—	83	—
47196	mcp-gsuite Claim MCP server to interact with Google Gmail and Calendar APIs. Supports multiple a…	—	○ ⏳	—	N/A	N/A	—	—	—
47197	data-aggregator-mcp Claim Search and fetch research datasets across Zenodo, DataCite (Dryad/Figshare/Data…	—	○ ⏳	—	N/A	N/A	—	—	—
47198	sevdesk-mcp Claim Integrates with the sevdesk German accounting API, providing 76 tools for full …	—	○ ⏳	—	—	—	—	—	—
47199	Secant Agent Research Pack Claim Paid MCP web research for agents: search, extraction, citations, and x402 payme…	—	○ ⏳	—	—	—	—	—	—
47200	Call For Me Claim Give your AI agent a phone. Place outbound calls to US businesses to ask, book,…	—	○ ⏳	—	—	—	—	—	—

Showing 47151–47200 of 47403 servers

« Prev 1 … 942 943 944 945 946 … 949 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops