MCP Server Quality Scores
Independent quality analysis of 67226 public MCP servers
Last updated 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◐ Assessed Scores | ||||||||||
| 19651 |
Visual architecture canvas that updates in real-time. Agents can build, read, a…
|
B 81 3⁄3 | ||||||||
| 19652 |
A read-only MCP server for Robinhood portfolio research. Wraps robin_stocks to …
|
B 81 3⁄3 | ||||||||
| 19653 |
Web scraping with stealth HTTP, real browsers, and Cloudflare bypass. CSS selec…
|
B 81 4⁄3 | ||||||||
| 19654 |
Google Search Console MCP server: SEO audits, performance queries, URL inspecti…
|
B 81 3⁄3 | ||||||||
| 19655 |
AI-powered security operations for Wazuh SIEM—use any MCP-compatible client to …
|
B 81 4⁄3 | ||||||||
| 19656 |
Enables LLMs to read .NET assemblies as C# by providing tools to list types, de…
|
B 81 3⁄3 | ||||||||
| 19657 |
MCP server exposing Read, Write, Edit, Bash, Glob, Grep, and JS tools over stdi…
|
B 81 3⁄3 | ||||||||
| 19658 |
CallRail REST API v3 integration with 49 tools for call tracking, form submissi…
|
B 81 3⁄3 | ||||||||
| 19659 |
Open eval leaderboard + CI gate for autonomous coding agents (solve, score, tra…
|
B 81 3⁄3 | ||||||||
| 19660 |
MetaTrader 5 MCP Server
Claim
Enables comprehensive access to the MetaTrader 5 trading platform for retrievin…
|
B 81 4⁄3 | ||||||||
| 19661 |
Enables Korean Saju (Four Pillars of Destiny) calculation and myeongni-hak glos…
|
B 81 3⁄3 | ||||||||
| 19662 |
Combines hiring and tech-stack signals into one composite GTM score. Clay-ready…
|
B 81 3⁄3 | ||||||||
| 19663 |
fastmail-mcp
Claim
A Model Context Protocol (MCP) server that provides access to the Fastmail API,…
|
B 81 4⁄4 | ||||||||
| 19664 |
Calculate US household employer (nanny) taxes + run payroll via AI agents. All …
|
B 81 3⁄3 | ||||||||
| 19665 |
Provides AI assistants with access to AegisX UI components, CRUD generator comm…
|
B 81 4⁄4 | ||||||||
| 19666 |
Enables remote Linux VM management via SSH with automatic safety checks for des…
|
B 81 3⁄3 | ||||||||
| 19667 |
On-premise face recognition MCP server for 3DiVi Face SDK. No cloud required.
|
B 80 3⁄3 | ||||||||
| 19668 |
@networkselfmd/mcp
Claim
Expose a decentralized P2P agent as an MCP server so Claude Code and other AI t…
|
B 80 3⁄3 | ||||||||
| 19669 |
Persistent memory for AI coding tools via MCP. Remembers across sessions and ma…
|
B 80 3⁄3 | ||||||||
| 19670 |
Connects AI assistants to the TrackingTime API v4 for managing projects, tasks,…
|
B 80 4⁄4 | ||||||||
| 19671 |
Full domain lifecycle management: availability checking (zero config), registra…
|
B 80 4⁄4 | ||||||||
| 19672 |
Interact with [Postman API](https://www.postman.com/postman/postman-public-work…
|
B 80 4⁄4 | ||||||||
| 19673 |
mcp-telegram
Claim
MCP server that connects AI assistants to your real Telegram account via User A…
|
B 80 3⁄3 | ||||||||
| 19674 |
Genomic-Agent-Discovery
Claim
Multi-agent MCP server for genomic analysis — specialized AI agents analyze raw…
|
B 80 3⁄3 | ||||||||
| 19675 |
An MCP server that gives AI agents structured code understanding and precise co…
|
B 80 3⁄3 | ||||||||
| 19676 |
MCP server allowing LLMs to execute commands on Windows terminals, including lo…
|
B 80 3⁄3 | ||||||||
| 19677 |
An MCP server that gives AI assistants direct control over Godot 4 game develop…
|
B 80 3⁄3 | ||||||||
| 19678 |
Base package for European e-invoicing MCP servers with shared models, XML utils…
|
B 80 3⁄3 | ||||||||
| 19679 |
Enables comprehensive interaction with Airtable bases including record manageme…
|
B 80 4⁄4 | ||||||||
| 19680 |
MCP server providing image analysis tools for AI agents, including metadata ext…
|
B 80 3⁄3 | ||||||||
| 19681 |
Source-first AI knowledge control tower MCP server for YouTube, Bilibili, RSSHu…
|
B 80 3⁄3 | ||||||||
| 19682 |
Enables AI clients to interact with ProtonMail accounts through the Proton Brid…
|
B 80 3⁄3 | ||||||||
| 19683 |
Ask Bera MCP is a powerful Model Context Protocol (MCP) server that gives AI ag…
|
B 80 3⁄3 | ||||||||
| 19684 |
Local stdio MCP for UI briefs to React + shadcn with review, proof, and ship.
|
B 80 3⁄3 | ||||||||
| 19685 |
This server integrates AI assistants with ClickUp workspaces, enabling task, te…
|
B 80 4⁄4 | ||||||||
| 19686 |
Search and contribute to the Open Food Facts database.
|
B 80 4⁄3 | ||||||||
| 19687 |
Git diff and markdown review with a web UI plus MCP stdio for AI agents.
|
B 80 3⁄3 | ||||||||
| 19688 |
Record what you do on any website and securely automate it forever. Replays bro…
|
B 80 3⁄3 | ||||||||
| 19689 |
Equinix Docs MCP Server returns relevant documentation from docs.equinix.com.
|
B 80 3⁄3 | ||||||||
| 19690 |
Manage Proxmox VE through AI assistants
|
B 80 4⁄3 | ||||||||
| 19691 |
EDA Tools MCP Server
Claim
Enables AI assistants to perform Electronic Design Automation (EDA) tasks inclu…
|
B 80 3⁄3 | ||||||||
| 19692 |
Framework-aware code intelligence that indexes source code into a cross-languag…
|
B 80 3⁄3 | ||||||||
| 19693 |
Tells AI agents which files to test first — churn, coverage, and test mapping a…
|
B 80 3⁄3 | ||||||||
| 19694 |
MCP servers for the UniFi suite of applications, Network, Protect, Access, and …
|
B 80 4⁄3 | ||||||||
| 19695 |
AI code security scanner MCP server. Detects 9 categories of threats in AI-gene…
|
B 80 3⁄3 | ||||||||
| 19696 |
Parses and generates Nuke (.nk), MaterialX (.mtlx), and USD ASCII (.usda) files…
|
B 80 3⁄3 | ||||||||
| 19697 |
Check name availability across domains, trademarks, and social handles. Score a…
|
B 80 3⁄3 | ||||||||
| 19698 |
Provides web search and page fetch capabilities using a browser-based approach,…
|
B 80 3⁄3 | ||||||||
| 19699 |
Analyze your MCP setup: token costs, grades, duplicates, and optimization tips
|
B 80 3⁄3 | ||||||||
| 19700 |
Video editing MCP server with 26 tools for trimming, merging, text overlays, au…
|
B 80 3⁄3 | ||||||||