MCP Scoreboard

66502

Discovered

→

31827

Scored

→

2112

Verified

→

16953

Complete

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

Last updated 2 hours, 47 minutes ago

Grade Distribution

Score Distribution

#	Server	Score ↓	Visibility	Schema	Protocol	Reliability	Maint.	Security	Agent
○ Unscored
52601	mimir Claim Mimir is Perseus's external persistent memory backend — a lightweight Rust MCP …	—	○ ⏳	—	N/A	N/A	—	—	—
52602	tibet-triage-mcp Claim MCP server for tibet-triage — process triage, flare rescue & reproducibility bu…	—	○ ⏳	—	—	—	—	—	—
52603	Facebook Insights Metrics v23 Claim Provides access to 120+ Facebook Graph API v23.0 Insights metrics through MCP t…	—	○ ⏳	—	—	—	—	81	—
52604	atlassian-dc-mcp-jira Claim MCP server for Atlassian Jira Data Center - search, view, and create issues	—	○ ⏳	—	N/A	N/A	—	—	—
52605	GoldenFlow Claim Standardize, reshape, and normalize messy data — CSV, Excel, Parquet, S3, datab…	—	○ ⏳	—	—	—	—	—	—
52606	water-conditions Claim Real-time water temperature and tides for 8,000+ locations via NOAA, USGS, and …	—	○ ⏳	—	N/A	N/A	—	—	—
52607	PrintYourDuck Quote Claim Find and submit local 3D print files for manual PrintYourDuck quote review.	—	○ ⏳	—	—	—	—	—	—
52608	api-schema-drift-detector Claim Cloudflare Workers MCP server: api-schema-drift-detector	—	○ ⏳	—	—	—	—	—	—
52609	ionoscloud-mcp Claim Inspect and manage IONOS CLOUD infrastructure via MCP.	—	○ ⏳	—	—	—	—	81	—
52610	yandex-tracker-mcp Claim 2 MCP server for Yandex Tracker API.	—	○	—	N/A	N/A	—	81	—
52611	Agentic CMS Claim Open-source MCP server that turns any CMS backend into an AI-agent-ready conten…	—	○ ⏳	—	N/A	N/A	—	—	—
52612	Sigao Li — personal MCP server Claim Read-only access to Sigao Li's profile, CV and case studies. Bilingual (EN/ZH).	—	○ ⏳	—	—	—	—	—	—
52613	Custom Search MCP Server Claim An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with…	—	○ ⏳	—	N/A	N/A	—	95	—
52614	FEC Campaign Finance MCP Server Claim Connects the OpenFEC API to AI assistants for investigating US federal campaign…	—	○ ⏳	—	—	—	—	—	—
52615	incident-tool Claim Enables AI agents to diagnose Linux server incidents by collecting and structur…	—	○ ⏳	—	—	—	—	—	—
52616	EDCB MCP Server Claim Enables LLMs to control EDCB, a broadcast recording software, allowing program …	—	○ ⏳	—	—	—	—	—	—
52617	Society ElizaOS Connector MCP Claim Integrates ElizaOS agents with Cursor IDE, allowing users to list, select, and …	—	○ ⏳	—	N/A	N/A	—	—	—
52618	brickdocs Claim	—	○ ⏳	—	N/A	N/A	—	95	—
52619	C++ UML Class Diagram Generator Claim Generate UML class diagrams from C++ source code by analyzing class structures,…	—	○ ⏳	—	N/A	N/A	—	95	—
52620	bluemind-mcp Claim Read-only MCP server to search and read emails and calendar events from a BlueM…	—	○ ⏳	—	—	—	—	—	—
52621	ragalgo Claim Get scored daily context for Korean stocks and crypto to reduce hallucinations …	—	○ ⏳	—	N/A	N/A	—	95	—
52622	youtube-mcp Claim Extracts and processes YouTube video content including transcripts, metadata, c…	—	○ ⏳	—	N/A	N/A	—	—	—
52623	Choose MCP Server Claim 1 An MCP server for Claude Desktop that allows users to query data from selected …	—	○ ⏳	—	N/A	N/A	—	95	—
52624	PDFSizeAnalyzer-MCP Claim Enables comprehensive PDF analysis and manipulation including page size analysi…	—	○ ⏳	—	N/A	N/A	—	95	—
52625	deliberation Claim 1 Second opinions in Claude Code and any MCP host from GPT, Gemini, Grok, and 400…	—	○	—	N/A	N/A	—	81	—
52626	Total Development Toolkit MCP Claim An all-in-one development toolkit that integrates 10 popular MCPs with comprehe…	—	○ ⏳	—	N/A	N/A	—	95	—
52627	tiktapdown-mcp Claim TikTok creator toolkit MCP — download videos without watermark, get curated 15-…	—	○ ⏳	—	N/A	N/A	—	—	—
52628	Commonlands Optics: M12 Lens and C-Moun… Claim M12 lens and C-mount lens finder with image-sensor matching and field-of-view c…	—	○ ⏳	—	—	—	—	—	—
52629	agentmetal Claim Rent a Linux VPS from an AI agent: provision, SSH in, run commands. Pay USDC (x…	—	○ ⏳	—	N/A	N/A	—	95	—
52630	Synapse Claim Provides structural code intelligence via 26 MCP tools, enabling AI assistants …	—	○ ⏳	—	—	—	—	—	—
52631	Guatemala Payments (Recurrente — cards … Claim Guatemala payments for AI agents — cards (Recurrente) via Recurrente. Never hol…	—	○ ⏳	—	—	—	—	—	—
52632	Niche — Editorial Intelligence Claim Find the stories worth writing about: discover emerging stories, rank the angle…	—	○ ⏳	—	—	—	—	—	—
52633	DataJud MCP TJMA Claim A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…	—	○ ⏳	—	N/A	N/A	—	95	—
52634	seline Claim Seline is a local-first AI desktop application that brings together conversatio…	—	○ ⏳	—	N/A	N/A	—	95	—
52635	jgkme/kilo-image-gen-mcp Claim MCP server for generating, editing, and processing images via multiple provider…	—	○ ⏳	—	—	—	—	—	—
52636	mcp-meta-marketing Claim MCP server that wraps the Meta Marketing API (Graph API v25.0) as semantic tool…	—	○ ⏳	—	N/A	N/A	—	—	—
52637	Madgicx Claim Connect directly to your Madgicx account and manage your Meta Ads through plain…	—	○ ⏳	—	—	—	—	81	—
52638	blog Claim Cloudflare Workers MCP server: blog	—	○ ⏳	—	—	—	—	—	—
52639	voice-status-report-mcp-server Claim Enables LLMs to provide voice status updates via OpenAI TTS, ideal for backgrou…	—	○ ⏳	—	N/A	N/A	—	—	—
52640	oee-mcp Claim 1 Overall Equipment Effectiveness tools for AI agents: factors, waterfall, six lo…	—	○	—	N/A	N/A	—	81	—
52641	100Hires MCP Server Claim Official Model Context Protocol server for 100Hires — the applicant tracking sy…	—	○ ⏳	—	—	—	—	—	—
52642	Hive Credit Broker Claim Broker-only credit/lending discovery shim for AI agents	—	○ ⏳	—	—	—	—	—	—
52643	fitbitmcp Claim Privacy-first, unofficial Fitbit MCP server for AI health, sleep, activity and …	—	○ ⏳	—	N/A	N/A	—	—	—
52644	vigilante Claim Records runtime events from any app via zero-code instrumentation and exposes t…	—	○ ⏳	—	N/A	N/A	—	—	—
52645	mcp-agent-opt Claim Provides code-aware context compression by stripping comments, docstrings, and …	—	○ ⏳	—	—	—	—	81	—
52646	Electron Debug MCP Server Claim Enables debugging of Electron applications through the Model Context Protocol, …	—	○ ⏳	—	N/A	N/A	—	—	—
52647	codescan-mcp-server Claim MCP server enabling AI models to interact with Codescan's API for listing proje…	—	○ ⏳	—	—	—	—	—	—
52648	Ads MCP Claim Create, launch & analyze ad campaigns, spy on competitors — Meta, Google, TikTo…	—	○ ⏳	—	—	—	—	—	—
52649	Limitless Claim A portable self-hosted memory layer for AI tools, storing context, memories, an…	—	○ ⏳	—	—	—	—	—	—
52650	3Min API Claim Create and manage API endpoints without backend development. Features: - B…	—	○ ⏳	—	—	—	—	81	—

Showing 52601–52650 of 66502 servers

« Prev 1 … 1051 1052 1053 1054 1055 … 1331 Next »

MCP Server Quality Scores

Grade Distribution

Score Distribution

Newly Added

Biggest Gainers

Biggest Drops