MCP Server Quality Scores
Independent quality analysis of 69199 public MCP servers
Last updated 4 hours, 9 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 50401 |
axe-devtools-mcp
Claim
MCP server for axe-core accessibility audits. Enables scanning URLs or HTML for…
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| 50402 |
Jarvis MCP
Claim
Enables voice conversations with AI assistants directly in the browser, support…
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| 50403 |
Membrane
Claim
An MCP server that gives AI agents persistent, verifiable memory by storing con…
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| 50404 |
Phishunt
Claim
Public phishing feed: suspicious/confirmed phishing URLs detected hourly. No au…
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| 50405 |
Proton Drive CLI MCP
Claim
Manage Proton Drive from MCP clients through Proton's official CLI without expo…
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| 50406 |
voice-memo-hub
Claim
Enables read-first interaction with Apple Voice Memos: search transcripts, revi…
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| 50407 |
Cross-venue Polymarket+Kalshi arbitrage: resolution mismatch, void risk & settl…
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| 50408 |
claude-dev-suite
Claim
Specialized agents, MCP servers, skills, and a visual dashboard for Claude Code…
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| 50409 |
MCP server for AL Object ID management in Microsoft Dynamics 365 Business Centr…
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| 50410 |
MCP Hub
Claim
An Express server implementation of Model Context Protocol that allows websites…
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| 50411 |
Kamy
Claim
Other PDF MCP servers ask you to install Chrome, manage a local renderer, and s…
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| 50412 |
openapi-navigator
Claim
Navigate and query OpenAPI specs with fuzzy search, pagination, and API testing
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| 50413 |
psu-mcp
Claim
MCP server for programmable bench power supply control, enabling autonomous boo…
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| 50414 |
dowhistle-mcp-server121
Claim
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| 50415 |
meok-aaif-agent-card-mcp
Claim
MEOK AAIF Agent Card MCP — Linux Foundation AAIF agent identity bridge. Issues …
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| 50416 |
Connects AI agents to the WhatsApp Business Cloud API, allowing them to send me…
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| 50417 |
JMRI MCP
Claim
JMRI voice/chat control for DCC model railroads
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| 50418 |
mcp-people-finder
Claim
Find people at a company by role, seniority and department, with verified busin…
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| 50419 |
@parserelay/mcp
Claim
Enables document parsing into structured, confidence-scored fields via the scan…
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| 50420 |
nova-act-mcp-server
Claim
Exposes Amazon Nova Act browser-automation tools via the Model Context Protocol…
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| 50421 |
gl-mcp-feedback
Claim
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
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| 50422 |
mark-coach-mcp
Claim
Local MCP server that turns Mark Builds Brands' YouTube knowledge into an AI co…
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| 50423 |
Dradis MCP
Claim
Integrates with Dradis Pro to manage projects, vulnerabilities, content blocks,…
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| 50424 |
lmstudio-agent-mcp
Claim
Provides local agent capabilities for LM Studio including file I/O, terminal ex…
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| 50425 |
agent-scheduler
Claim
MCP server for scheduling tasks with cron-like recurring jobs, one-time tasks, …
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| 50426 |
A minimalist MCP server that fetches transcripts from YouTube videos using the …
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| 50427 |
MCP server for Microsoft SQL Server — read and data write operations, no DDL
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| 50428 |
An MCP server that wraps the Apache Airflow REST API, enabling clients to manag…
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| 50429 |
Gitea MCP Proxy Agent
Claim
A comprehensive MCP server suite that enables AI interaction with Gitea for rep…
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| 50430 |
Hardened C# Model Context Protocol (MCP) server for MS SQL Server and PostgreSQ…
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| 50431 |
claude-imagine
Claim
An MCP server that enables Claude Code to generate context-aware images using l…
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| 50432 |
Filesystem MCP
Claim
A FastMCP server providing comprehensive file system, Docker, and Git operation…
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| 50433 |
smithery-ai-mcp2
Claim
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| 50434 |
hivekey.ai
Claim
Identity infrastructure for AI agents. Email, credentials, and 2FA — everything…
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| 50435 |
UK property intelligence with evidence behind the numbers.
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| 50436 |
Enables coding agents to coordinate edits, reviews, and escalations without fil…
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| 50437 |
build123d-mcp
Claim
MCP server that exposes build123d parametric CAD operations as tools, enabling …
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| 50438 |
Tether MD
Claim
Enables anchored comments in Markdown files that AI agents can propose changes …
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| 50439 |
IzmirMCP
Claim
MCP server for accessing real-time Izmir public transport data (IZBAN, ESHOT, T…
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| 50440 |
MCP Server Starter
Claim
A minimal MCP server with calculator and memory store tools, ready to use with …
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| 50441 |
BTRFS Snapper MCP
Claim
Enables management of BTRFS snapshots via Snapper and monitoring of BTRFS files…
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| 50442 |
hydrawise-mcp
Claim
MCP server for Hunter Hydrawise irrigation controllers, exposing the Hydrawise …
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| 50443 |
dock-ai
Claim
Discover whether a business domain has a ready-to-use connector so you can shop…
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| 50444 |
preflight
Claim
Check if your MCP server is ready to publish on the MCP Registry, Smithery, or …
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| 50445 |
Tauri MCP Server
Claim
Bridges AI agents with Tauri desktop applications for intelligent debugging, te…
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| 50446 |
crypto-signal
Claim
Cloudflare Workers MCP server: crypto-signal
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| 50447 |
hive-mcp-imprimatur
Claim
Pre-attestation gate for AI inference that checks compliance conditions and iss…
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| 50448 |
ai-news-mcp
Claim
Aggregates and curates AI/tech news from 12 sources every 6 hours, providing pr…
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| 50449 |
F1 MCP Server
Claim
A real-time Formula 1 analytics server that lets you ask natural language quest…
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| 50450 |
Email MCP Server
Claim
Give AI agents their own email inboxes. Create, send, receive, and manage email…
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