MCP Server Quality Scores
Independent quality analysis of 64766 public MCP servers
Last updated 29 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 32651 |
Real-time US state ABC (Alcoholic Beverage Control) liquor license compliance r…
|
— | ||||||||
| 32652 |
Perplexity Full MCP
Claim
Gives AI agents live research and image generation capabilities by automating a…
|
— | ||||||||
| 32653 |
myvideogift
Claim
Create and deliver personalized video gifts (photos + an original song) from an…
|
— | ||||||||
| 32654 |
Mevoric
Claim
Unified memory and agent bridge for Claude Code, enabling cross-tab messaging, …
|
— | ||||||||
| 32655 |
Gmail MCP Server
Claim
Provides access to Gmail functionality through the Model Context Protocol, allo…
|
— | ||||||||
| 32656 |
Stream MCP Server
Claim
An MCP server for Evertrust Stream, a PKI platform, allowing LLM clients to man…
|
— | ||||||||
| 32657 |
RDRS MCP Server
Claim
Enables natural language interaction with Rocket Data Replicate and Sync (RDRS)…
|
— | ||||||||
| 32658 |
restaurant-mcp
Claim
MCP server for Spice Garden demo restaurant that enables querying orders, inven…
|
— | ||||||||
| 32659 |
TFS MCP Server
Claim
Bridges Claude Code with an on-premise Azure DevOps Server / TFS collection, en…
|
— | ||||||||
| 32660 |
Production MCP Template
Claim
A production-grade, extensible Python template for building Model Context Proto…
|
— | ||||||||
| 32661 |
SansFiction
Claim
Search, discover, and manage books across multiple sources. Connect Claude, Cha…
|
— | ||||||||
| 32662 |
FlightQueue
Claim
TSA wait times, predictions, FAA delays, and baggage stats for 8,000+ airports.
|
— | ||||||||
| 32663 |
quelllm-mcp
Claim
MCP server for quelllm.fr: 190+ open-weights LLM catalog - list, compare, VRAM …
|
— | ||||||||
| 32664 |
VoiceVox MCP Server
Claim
Provides text-to-speech functionality via VoiceVox, enabling Claude to generate…
|
— | ||||||||
| 32665 |
Deploy a remote MCP server on Cloudflare Workers without authentication, enabli…
|
— | ||||||||
| 32666 |
voidmob-mcp
Claim
VoidMob MCP server for mobile proxies, non-VoIP SMS verifications, and global e…
|
— | ||||||||
| 32667 |
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
|
— | ||||||||
| 32668 |
Scout MCP Server
Claim
Provides coding agents with live web capabilities including web search, scrapin…
|
— | ||||||||
| 32669 |
Cyphrex
Claim
Blockchain SSN for AI agents. MCP-native identity, behavior enforcement, and im…
|
— | ||||||||
| 32670 |
vaultbeat
Claim
Your AI agent reads your E2EE Apple Health data (sleep, HRV, cycle) — decrypted…
|
— | ||||||||
| 32671 |
sourceright
Claim
reference and citation validation, verification, enrichment, replacement and im…
|
— | ||||||||
| 32672 |
@mempalace/mcp-dev
Claim
Enables AI coding assistants to access grounded, branch-scoped codebase context…
|
— | ||||||||
| 32673 |
Ultimate Elementor MCP
Claim
Enables comprehensive WordPress and Elementor management through 60 powerful to…
|
— | ||||||||
| 32674 |
cronmanager-mcp
Claim
Enables managing cron jobs, maintenance windows, and settings through natural l…
|
— | ||||||||
| 32675 |
keymem
Claim
Associative key-graph memory for LLM agents — recall by association, not vector…
|
— | ||||||||
| 32676 |
AdaptOrch MCP
Claim
Lets Claude Code route tasks, launch orchestrated runs, and retrieve evidence a…
|
— | ||||||||
| 32677 |
nj-realtor-mcp
Claim
A production-grade MCP server enabling Claude to perform comprehensive NJ real …
|
— | ||||||||
| 32678 |
z/OS FTP MCP Server
Claim
Enables interaction with z/OS mainframe systems via FTP, including dataset list…
|
— | ||||||||
| 32679 |
mcp-python-server
Claim
A Python template for creating MCP servers with embedded documentation, featuri…
|
— | ||||||||
| 32680 |
mobile-docs-mcp
Claim
MCP server that gives LLMs access to up-to-date mobile SDK documentation, packa…
|
— | ||||||||
| 32681 |
browser-smoke
Claim
Enables browser automation and smoke testing via Playwright, with tools for nav…
|
— | ||||||||
| 32682 |
mcp-tailscale
Claim
Wraps the Tailscale CLI to enable MCP-capable AI agents to manage devices, serv…
|
— | ||||||||
| 32683 |
A Model Context Protocol server that enables natural language querying of Kasey…
|
— | ||||||||
| 32684 |
cc-history
Claim
Provides local-first, cross-session memory for Claude Code, enabling semantic s…
|
— | ||||||||
| 32685 |
BulkPublish MCP Server
Claim
Social media automation for AI agents. Schedule posts, upload media, manage cha…
|
— | ||||||||
| 32686 |
YNAB MCP Server
Claim
Exposes YNAB API endpoints as MCP tools, allowing AI assistants to manage budge…
|
— | ||||||||
| 32687 |
threadline-core
Claim
MCP server providing structured continuity memory for AI coding agents, trackin…
|
— | ||||||||
| 32688 |
atodeyomu-mcp
Claim
A read-only MCP server that detects quote retweets on X/Twitter for 'read later…
|
— | ||||||||
| 32689 |
GodPrompt MCP Server
Claim
Provides tools to retrieve the GodPrompt universal system prompt and its compon…
|
— | ||||||||
| 32690 |
solentic
Claim
Native Solana staking infrastructure for AI agents — 18 MCP tools for stake, un…
|
— | ||||||||
| 32691 |
RAGSHIELD
Claim
RAG corpus poisoning detector that scans for embedding anomalies and backdoor t…
|
— | ||||||||
| 32692 |
autokg
Claim
Turns warehouse/lakehouse tables into a governed entity-relationship knowledge …
|
— | ||||||||
| 32693 |
vClinic MCP Server
Claim
Enables AI agents to manage virtual clinic data including patients, visits, dia…
|
— | ||||||||
| 32694 |
cloudbase-ai-toolkit
Claim
|
— | ||||||||
| 32695 |
CNPC JavaDoc MCP Server
Claim
Enables AI agents to search CustomNPCs JavaDoc for methods, fields, and class h…
|
— | ||||||||
| 32696 |
Trellis MCP
Claim
A file-backed MCP server for hierarchical project management that enables AI as…
|
— | ||||||||
| 32697 |
Lumu MCP Server
Claim
An MCP server that integrates Claude Desktop with the Lumu Defender API for AI-…
|
— | ||||||||
| 32698 |
Provides AI agents with real-time access to French real estate transaction data…
|
— | ||||||||
| 32699 |
llm-backlog
Claim
MCP server for managing a project backlog as Markdown files in Git, enabling AI…
|
— | ||||||||
| 32700 |
tldraw-mcp
Claim
Enables reading, writing, and validating .tldr files for tldraw, a headless imp…
|
— | ||||||||