MCP Server Quality Scores
Independent quality analysis of 46593 public MCP servers
Last updated 12 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 26601 |
A Model Context Protocol server that lets Claude query arbitrary webpages with …
|
B 71 3⁄4 | ||||||||
| 26602 |
A read-only MCP server that provides access to Maimemo study data, including vo…
|
B 71 3⁄4 | ||||||||
| 26603 |
VMware Aria Operations monitoring — performance metrics, alarms, capacity analy…
|
B 71 3⁄4 | ||||||||
| 26604 |
botguard-pro
Claim
Detects bot traffic and wasted spend. Input: site_id. Returns trigger and USD l…
|
B 71 3⁄5 | ||||||||
| 26605 |
An MCP server that gives AI assistants full SSH/SFTP remote operations — sessio…
|
B 71 3⁄4 | ||||||||
| 26606 |
Integrates with the quark-auto-save service to automate file saving from Quark …
|
B 71 3⁄4 | ||||||||
| 26607 |
Enables AI assistants to query and explore distributed data across EdgeLake nod…
|
B 71 3⁄4 | ||||||||
| 26608 |
happy-thoughts
Claim
Pay-per-thought AI second opinions for autonomous agents. Agents pay 0.01–0.20 …
|
B 71 3⁄4 | ||||||||
| 26609 |
Audit any website for privacy, security, accessibility, and performance issues …
|
B 71 3⁄4 | ||||||||
| 26610 |
[Framedeck](https://framedeck.app) is a Kanban content production manager for Y…
|
B 71 3⁄4 | ||||||||
| 26611 |
An enterprise-grade MCP server that enables AI agents to execute SAP RFC functi…
|
B 71 3⁄4 | ||||||||
| 26612 |
Certified AI agent package marketplace. Browse and install verified packages fo…
|
B 71 3⁄4 | ||||||||
| 26613 |
AI agent discovery, marketplace, messaging, and payments on Nostr — no platform…
|
B 71 3⁄4 | ||||||||
| 26614 |
A unified API provisioning layer that provides AI agents with access to multipl…
|
B 71 3⁄4 | ||||||||
| 26615 |
The Agent-Native Marketplace — where AI agents discover, negotiate, and purchas…
|
B 71 3⁄4 | ||||||||
| 26616 |
A read-only MCP server that enables users to analyze their real bank, credit ca…
|
B 71 3⁄4 | ||||||||
| 26617 |
Live CS2 FACEIT data for Claude — query player stats, match history, head-to-he…
|
B 71 3⁄4 | ||||||||
| 26618 |
MarketCheck MCP Apps
Claim
Provides 25 interactive automotive intelligence tools for real-time market data…
|
B 71 3⁄4 | ||||||||
| 26619 |
Enables AI assistants to access SurfRank's AI visibility analytics platform thr…
|
B 71 3⁄4 | ||||||||
| 26620 |
Enables AI agents to interact with ClickUp tasks, spaces, lists, and folders th…
|
B 71 3⁄4 | ||||||||
| 26621 |
safeagent-token-safety
Claim
Token safety oracle for AI agents. Honeypot detection, 17 scam pattern checks, …
|
B 71 3⁄4 | ||||||||
| 26622 |
A stateless MCP server that wraps the headless Gemini CLI, providing tools to s…
|
B 71 3⁄4 | ||||||||
| 26623 |
agent-guard-mcp
Claim
agent-guard-mcp
|
B 71 3⁄4 | ||||||||
| 26624 |
Agent-first SEO toolkit with 24 MCP tools for keyword research, rank tracking, …
|
B 71 3⁄4 | ||||||||
| 26625 |
Russian counterparty due diligence — INN/OGRN lookup against EGRUL/EGRIP, bankr…
|
B 71 3⁄4 | ||||||||
| 26626 |
Provides tools for web content extraction, search, embeddings, reranking, and i…
|
B 70 3⁄4 | ||||||||
| 26627 |
Generate NDAs, contracts, tenancy agreements, and 24 more document types — dire…
|
B 70 3⁄4 | ||||||||
| 26628 |
Enables developers to find personalized open-source contributions by analyzing …
|
B 70 3⁄4 | ||||||||
| 26629 |
A public demo of a personal-context MCP server that exposes six typed contexts …
|
B 70 3⁄4 | ||||||||
| 26630 |
Solana memecoin intelligence: KOL trades, deployer reputation, token & wallet s…
|
B 70 3⁄4 | ||||||||
| 26631 |
scamverify-mcp
Claim
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
|
B 70 3⁄4 | ||||||||
| 26632 |
Give your AI assistant access to the entire Pokémon universe
|
B 70 3⁄4 | ||||||||
| 26633 |
VMware NSX security — Distributed Firewall policies/rules, Security Groups, Tra…
|
B 70 3⁄4 | ||||||||
| 26634 |
MCP server for TurboPentest — run AI-powered penetration tests and review findi…
|
B 70 3⁄4 | ||||||||
| 26635 |
An MCP server that lets AI agents autonomously buy physical hats using USDC on …
|
B 70 3⁄4 | ||||||||
| 26636 |
An MCP server that enables seamless communication between ABAP systems and MCP …
|
B 70 3⁄4 | ||||||||
| 26637 |
Enables interaction with the Hyperliquid exchange to trade perpetuals, check po…
|
B 70 3⁄4 | ||||||||
| 26638 |
Enables Claude Desktop and other MCP clients to list, read, export, and create …
|
B 70 3⁄4 | ||||||||
| 26639 |
Integrates with Firefly III personal finance software to enable natural languag…
|
B 70 3⁄4 | ||||||||
| 26640 |
Tunzaa MCP Server
Claim
Enables AI agents to integrate Tunzaa Payments by generating accurate boilerpla…
|
B 70 3⁄4 | ||||||||
| 26641 |
webclaw
Claim
Web content extraction for AI agents. 10 tools: scrape, crawl, map, batch, extr…
|
B 70 3⁄4 | ||||||||
| 26642 |
Secure Edge Gateway for Data Normalization.
|
B 70 3⁄4 | ||||||||
| 26643 |
Provides 50+ tools for comprehensive Algorand blockchain development including …
|
B 70 3⁄4 | ||||||||
| 26644 |
AI-powered observability platform for agents. Auto-discovers and recommends MCP…
|
B 70 3⁄4 | ||||||||
| 26645 |
Enables interaction with Hyperliquid markets for technical analysis, order book…
|
B 70 3⁄4 | ||||||||
| 26646 |
A Model Context Protocol (MCP) server that provides access to EVE University Wi…
|
B 70 3⁄4 | ||||||||
| 26647 |
An MCP server that enables AI assistants to control GDB debugging sessions, inc…
|
B 70 3⁄4 | ||||||||
| 26648 |
A production-grade MCP server that enables AI assistants like Claude to read Et…
|
B 70 3⁄4 | ||||||||
| 26649 |
Generates Word documents for comparison tables and specifications from structur…
|
B 70 3⁄4 | ||||||||
| 26650 |
Enables AI agents to trade forex, metals, indices, and cryptocurrencies via the…
|
B 70 3⁄4 | ||||||||