MCP Scoreboard

33537

Discovered

→

27233

Scored

→

1781

Verified

→

16957

Complete

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

Last updated 5 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
30651	domain-expertise Claim Inject deep domain knowledge into any AI agent	—	○ ⏳	—	N/A	N/A	—	—	—
30652	Claude-MCP-Read-Email-Attachments Claim Remote HTTP MCP server that reads Outlook email attachments via Microsoft Graph…	—	○ ⏳	—	—	—	—	—	—
30653	PH Schools MCP Server Claim Local stdio MCP server for searching and analyzing the Philippine schools maste…	—	○ ⏳	—	N/A	N/A	—	—	—
30654	neo4j Claim	—	○ ⏳	—	N/A	N/A	—	95	—
30655	PG-Git (Semantic Memory MCP) Claim A persistent, PostgreSQL-backed repository management system and semantic memor…	—	○ ⏳	—	N/A	N/A	—	—	—
30656	MCP Server Fichador Claim 1 A Model Context Protocol server that searches educational articles from todamat…	—	○	—	—	—	—	81	—
30657	shopify Claim	—	○	—	N/A	N/A	—	95	—
30658	Conversation Search MCP Server Claim Enables comprehensive search and analysis of Claude Code conversation history u…	—	○ ⏳	—	—	—	—	81	—
30659	Prometheus MCP Server Claim Enables AI assistants to execute PromQL queries and discover metrics within AWS…	—	○	—	—	—	—	81	—
30660	MSFConsole MCP Server Claim Enables AI assistants to interact with Metasploit Framework through 28 comprehe…	—	○ ⏳	—	N/A	N/A	—	95	—
30661	mcp-knowledge-gaps Claim Find what your knowledge base mentions but doesn't actually explain.	—	○ ⏳	—	N/A	N/A	—	—	—
30662	usecortex-mcp Claim Persistent knowledge memory for AI agents. Two-way flow: read context into proj…	—	○	—	—	—	—	81	—
30663	Hive Trade Claim Agent-to-agent trading engine — orderbook, matching, atomic settlement	—	○ ⏳	—	—	—	—	—	—
30664	emem — Earth memory protocol Claim Content-addressed, ed25519-signed memory of every place on Earth. Apache-2.0, n…	—	○ ⏳	—	—	—	—	—	—
30665	redash-mcp Claim Connect Redash to Claude -- query data, manage dashboards, and run SQL with nat…	—	○ ⏳	—	N/A	N/A	—	—	—
30666	C++ UML Class Diagram Generator Claim Generate UML class diagrams from C++ source code by analyzing class structures,…	—	○	—	N/A	N/A	—	95	—
30667	mcp-gera-home Claim Find and book home service providers: cleaning, repairs, beauty, moving. 50+ co…	—	○ ⏳	—	N/A	N/A	—	—	—
30668	BGPT MCP API Claim Search scientific papers with raw experimental data extracted from full-text st…	—	○	—	N/A	N/A	—	95	—
30669	lifestyle-dominates Claim	—	○	—	N/A	N/A	—	95	—
30670	ragalgo Claim Get scored daily context for Korean stocks and crypto to reduce hallucinations …	—	○	—	N/A	N/A	—	95	—
30671	mermaid-grammer-inspector-mcp Claim A Model Context Protocol (MCP) server for validating Mermaid diagram syntax and…	—	○	—	N/A	N/A	—	95	—
30672	voxpact Claim MCP server exposing 10 tools for interacting with the Voxpact AI agent marketpl…	—	○ ⏳	—	—	—	—	—	—
30673	bingcn Claim 使用必应搜索快速发现相关网页。获取完整网页内容以便深入分析与引用。加速调研、整理与引用流程。	—	○	—	N/A	N/A	—	95	—
30674	blend-ai Claim An MCP server that enables AI assistants to control Blender through 108 special…	—	○ ⏳	—	N/A	N/A	—	—	—
30675	@kazuph/mcp-obsidian Claim Obsidian vault connector for Claude Desktop - enables reading and writing Markd…	—	○	—	N/A	N/A	—	95	—
30676	RescueTime MCP Server Claim Provides Claude access to RescueTime productivity data, enabling users to query…	—	○ ⏳	—	—	—	—	—	—
30677	PayHumans — Hire Human Experts Claim The human API for AI agents. When your agent hits a task it can't do — verify a…	—	○	—	—	—	—	81	—
30678	Due Diligence Scaffold Claim Facilitate comprehensive due diligence processes by integrating and automating …	—	○	—	N/A	N/A	—	95	—
30679	market-data-mcp Claim Real-time financial market data MCP server. Stocks, crypto, technicals, sentime…	—	○ ⏳	—	N/A	N/A	—	95	—
30680	preflight Claim Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …	—	○	—	—	—	—	81	—
30681	mcpserver_test Claim	—	○	—	N/A	N/A	—	95	—
30682	wiki-mcp Claim	—	○	—	N/A	N/A	—	95	—
30683	Simplicate MCP Server Claim Enables AI assistants to securely access and interact with Simplicate business …	—	○	—	—	—	—	81	—
30684	DEX Swap Quotes — Uniswap, SushiSwap, A… Claim DEX swap quote API for AI agents. Best swap quotes across Uniswap V2/V3, SushiS…	—	○	—	—	—	—	81	—
30685	MCP Solver Claim 1 An MCP server that enables Large Language Models to interactively create, edit,…	—	○	—	N/A	N/A	—	95	—
30686	Invoker MCP Server Claim Enables AI agents to create, run, and manage HTTP requests using the Invoker AP…	—	○ ⏳	—	N/A	N/A	—	—	—
30687	SEO Web Analysis MCP — Site Audit & Tec… Claim SEO audit toolkit: feed it a URL, get back rendered content, the technology sta…	—	○ ⏳	—	—	—	—	—	—
30688	SafeAgent Claim Execution guard for AI agents — prevents duplicate tool calls on retry.	—	○ ⏳	—	N/A	N/A	—	—	—
30689	geolocation-mcp Claim Geolocation tools (reverse geocoding, ip lookup, etc) using Jeleo Geolocation A…	—	○ ⏳	—	N/A	N/A	—	—	—
30690	smartfarm-connect Claim	—	○ ⏳	—	N/A	N/A	—	—	—
30691	meridian-edge-mcp Claim Real-time prediction market consensus data for AI agents. Aggregates probabilit…	—	○ ⏳	—	—	—	—	—	—
30692	Remote MCP Server Authless Claim A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers …	—	○ ⏳	—	—	—	—	81	—
30693	david-mcp6 Claim	—	○ ⏳	—	N/A	N/A	—	—	—
30694	n3153 Claim	—	○ ⏳	—	—	—	—	—	—
30695	firefox-devtools-mcp Claim Model Context Protocol server for Firefox DevTools - enables AI assistants to i…	—	○	—	N/A	N/A	—	95	—
30696	mailx-tools Claim Mailx Tools is an MCP server that gives AI agents a complete email-deliverabili…	—	○ ⏳	—	—	—	—	—	—
30697	clawdentials Claim Trust layer for AI agent commerce — escrow-protected payments, verifiable reput…	—	○ ⏳	—	—	—	—	81	—
30698	test_mcp ✓ Claim	—	○	—	N/A	N/A	—	95	—
30699	Codebeamer MCP Server Claim Enables efficient interaction with Codebeamer V3 APIs by consolidating 30+ indi…	—	○	—	—	—	—	81	—
30700	swarmvault Claim Inspired by Karpathy's LLM Wiki. Local-first RAG knowledge base compiler with M…	—	○ ⏳	—	N/A	N/A	—	—	—

Showing 30651–30700 of 33537 servers

« Prev 1 … 612 613 614 615 616 … 671 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops