MCP Scoreboard

67291

Discovered

→

32348

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 3 hours, 7 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
63501	Trillian MCP Claim Enables natural language queries of astronomical data across multiple archives …	—	○ ⏳	—	—	—	—	81	—
63502	bags-sdk-mcp Claim Provides 46 MCP tools to interact with the Bags.fm platform, allowing AI agents…	—	○ ⏳	—	N/A	N/A	—	—	—
63503	domin8 Claim A deterministic MCP server that enforces auditable workflows by requiring AI ag…	—	○ ⏳	—	N/A	N/A	—	95	—
63504	MCP-demo Claim MCP server that demonstrates PostgreSQL database interaction, providing a tool …	—	○ ⏳	—	N/A	N/A	—	—	—
63505	MCP Iconik Claim MCP server providing tools for the Iconik media asset management API. Supports …	—	○ ⏳	—	—	—	—	—	—
63506	Cloudflare AI Search ✓ Claim AI Search (AutoRAG) management. List and search documents across your AI Search…	—	○ ⏳	—	—	—	—	81	—
63507	Agent Storefront Claim Let your AI agent run a real store: checkout, orders, refunds, shipping and sup…	—	○ ⏳	—	N/A	N/A	—	—	—
63508	figma-mcp-hybrid Claim Enables reading Figma files via REST API and writing to the Figma canvas via a …	—	○ ⏳	—	—	—	—	—	—
63509	Smithery Scaffold Claim Provide a scaffold for building MCP servers with integrated AI and environment …	—	○ ⏳	—	N/A	N/A	—	95	—
63510	sublime_mcp_server Claim An MCP server that exposes Sublime Text's unsaved buffers as tools via local HT…	—	○ ⏳	—	N/A	N/A	—	—	—
63511	Google Scholar MCP Server Claim Enables AI assistants to search and access academic papers from Google Scholar …	—	○ ⏳	—	N/A	N/A	—	—	—
63512	qtcl-mcp-server Claim Agent-native post-quantum blockchain. 11 tools: send, balance, quantum oracle m…	—	○ ⏳	—	—	—	—	—	—
63513	Mail MCP Claim An email assistant MCP server that enables mailbox operations such as listing f…	—	○ ⏳	—	—	—	—	—	—
63514	cds-kb-mcp Claim A dataless MCP server that searches the SAP CDS knowledge base, allowing users …	—	○ ⏳	—	N/A	N/A	—	—	—
63515	DataGraph Claim 1 Urban data for civic problem-solving: NYC subway, loneliness programs, violence…	—	○	—	N/A	N/A	—	81	—
63516	gsc-mcp Claim Turns Google Search Console into an SEO copilot by enabling natural language qu…	—	○ ⏳	—	N/A	N/A	—	—	—
63517	name-variants Claim Multilingual name romanization lookup across Chinese, Japanese, Korean, Arabic,…	—	○ ⏳	—	—	—	—	—	—
63518	scavio-mcp Claim Unified real-time search API for AI agents. Google, YouTube, Amazon, Walmart, R…	—	○ ⏳	—	—	—	—	—	—
63519	gitlab-mcp-server Claim Enables interacting with GitLab repositories, merge requests, and code through …	—	○ ⏳	—	—	—	—	—	—
63520	evermint-mcp Claim Mint tamper-evident receipts for AI agent actions. The notary layer for agent-t…	—	○ ⏳	—	N/A	N/A	—	—	—
63521	Gmail MCP Server Claim Enables interaction with Gmail through the Gmail API, allowing users to list, r…	—	○ ⏳	—	—	—	—	81	—
63522	tgfmcp Claim MCP server that enables Telegram bot interaction via Telegraf, providing tools …	—	○ ⏳	—	N/A	N/A	—	—	—
63523	cmux-mcp Claim MCP server wrapping the cmux CLI to let agents control terminal panes, workspac…	—	○ ⏳	—	N/A	N/A	—	—	—
63524	skool-mcp Claim MCP server for Skool.com communities. Enables listing/approving members, postin…	—	○ ⏳	—	—	—	—	—	—
63525	Steam Trends API Claim Steam concurrent player trends for any game over time. Free key at trendsapi.ai	—	○ ⏳	—	—	—	—	—	—
63526	Fan Token Intel MCP Claim 67+ tools for fan token intelligence: whale flows, signal scores, sports calend…	—	○ ⏳	—	—	—	—	81	—
63527	weather Claim MCP weather server for Windows tutorial	—	○ ⏳	—	N/A	N/A	—	95	—
63528	BitOasis MCP Server Claim Enables AI assistants to interact with the BitOasis cryptocurrency exchange, in…	—	○ ⏳	—	—	—	—	—	—
63529	water-conditions Claim Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …	—	○ ⏳	—	N/A	N/A	—	—	—
63530	familiar Claim 1 AI co-pilot for Foundry VTT — combat, scenes & audio. Requires the Familiar mod…	—	○	—	N/A	N/A	—	81	—
63531	TikTok Trends API Claim TikTok hashtag volume over time, with growth for any hashtag. Free key at trend…	—	○ ⏳	—	—	—	—	—	—
63532	MCP Browser Claim Native macOS browser exposing an MCP server so AI agents can drive a real WKWeb…	—	○ ⏳	—	N/A	N/A	—	—	—
63533	books-catalog Claim A well-documented MCP server that exposes a local SQLite catalog of public-doma…	—	○ ⏳	—	N/A	N/A	—	—	—
63534	astrodynamics-mcp Claim Astrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane …	—	○ ⏳	—	N/A	N/A	—	—	—
63535	X MCP Server Claim MCP server for interacting with the X platform (Twitter) via MCP clients like C…	—	○ ⏳	—	N/A	N/A	—	—	—
63536	DEX Swap Quotes — Uniswap, SushiSwap, A… Claim DEX swap quote API for AI agents. Best swap quotes across Uniswap V2/V3, SushiS…	—	○ ⏳	—	—	—	—	81	—
63537	cics-bridge-mcp Claim 1 Bridge IBM CICS mainframe transactions to ONE OS — parse, map, govern (SOX / PC…	—	○	—	N/A	N/A	—	81	—
63538	CrestronMCP client Claim Enables natural language control of Crestron 4-Series AV systems via MCP tools,…	—	○ ⏳	—	—	—	—	—	—
63539	ExcelForge Claim A Windows-based MCP server that enables AI assistants to manage Excel files thr…	—	○ ⏳	—	N/A	N/A	—	95	—
63540	ai-seo Claim MCP server for AI-SEO auditing: schema, robots.txt, llms.txt, citation scoring,…	—	○ ⏳	—	N/A	N/A	—	—	—
63541	Africa Data Bank Claim Trusted African data, provenance, citations, and catalog search for AI agents.	—	○ ⏳	—	N/A	N/A	—	—	—
63542	patchwork — Codebase Conventions for AI… Claim Scan any codebase, generate CONVENTIONS.md, expose conventions as MCP tools for…	—	○ ⏳	—	N/A	N/A	—	—	—
63543	SqlDb-MCP-Server Claim Enables AI assistants to query SQL Server databases and retrieve schema informa…	—	○ ⏳	—	N/A	N/A	—	—	—
63544	mcp-guardian Claim Security and governance proxy for MCP infrastructure. Enforces YAML-configurabl…	—	○ ⏳	—	N/A	N/A	—	95	—
63545	Wikipedia MCP Server Claim Provides structured access to Wikipedia content including search, summaries, im…	—	○ ⏳	—	—	—	—	—	—
63546	Nextcloud Developer Documentation MCP Claim Provides MCP tools for searching, retrieving, and answering questions about ind…	—	○ ⏳	—	—	—	—	—	—
63547	mcp-weatherapi Claim Provides weather data from WeatherAPI.com through MCP, enabling AI agents to qu…	—	○ ⏳	—	—	—	—	—	—
63548	mcp-upbank Claim Enables querying Up Bank account transactions and spending habits through natur…	—	○ ⏳	—	—	—	—	—	—
63549	mcp Claim Post bounties, solve tasks, earn credits on Emergence Science — the agent econo…	—	○ ⏳	—	N/A	N/A	—	—	—
63550	stock-mcp-server Claim Provides real-time stock price information and profitability analysis, includin…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 63501–63550 of 67291 servers

« Prev 1 … 1269 1270 1271 1272 1273 … 1346 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops