MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 58 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30651 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 30652 |
Website technology detection API for AI agents. Identify 50+ technologies on an…
|
F 30 3⁄5 | ||||||||
| 30653 |
MedCode Oracle
Claim
# MedCode Oracle — Healthcare API for AI agents
License-free medical coding, p…
|
F 30 3⁄5 | ||||||||
| 30654 |
OneSignal
Claim
OneSignal is a customer engagement platform that lets you send targeted push no…
|
F 30 3⁄5 | ||||||||
| 30655 |
EUR settlement layer for AI agents. Convert USDC/EURC to EUR via SEPA Instant.
…
|
F 30 3⁄5 | ||||||||
| 30656 |
Data center intelligence for AI agents. 20,000+ facilities across 140+ countrie…
|
F 30 3⁄5 | ||||||||
| 30657 |
universalbench
Claim
Cloud workbench — Python, bash, web search, Supabase, WordPress, GitHub and LLM…
|
F 30 3⁄5 | ||||||||
| 30658 |
SubQuery Network
Claim
Query SubQuery’s indexed blockchain data to get precise answers and insights fa…
|
F 30 3⁄5 | ||||||||
| 30659 |
Loopwise MCP Server
Claim
Read and manage courses, members, orders, events, posts, and settings for Loopw…
|
F 30 3⁄5 | ||||||||
| 30660 |
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
|
F 30 3⁄5 | ||||||||
| 30661 |
StratProof
Claim
StratProof runs honest backtests: real fees, real slippage, walk-forward valida…
|
F 30 3⁄5 | ||||||||
| 30662 |
Channel99
Claim
Access and analyze marketing performance data directly from the Channel99 platf…
|
F 30 3⁄5 | ||||||||
| 30663 |
Tigris MCP Server
Claim
Tigris MCP Server seamlessly connects AI agents to Tigris bucket and object man…
|
F 30 3⁄5 | ||||||||
| 30664 |
ShadowCrawl
Claim
Stealth scraping & search. Bypasses Cloudflare, DataDome & LinkedIn via Cyborg …
|
F 30 3⁄5 | ||||||||
| 30665 |
onelev1
Claim
# 1lev1 (1💗1)
Welcome to **1lev1**, a collaborative partnership platform desig…
|
F 30 3⁄5 | ||||||||
| 30666 |
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobl…
|
F 30 3⁄5 | ||||||||
| 30667 |
Soundside-ai
Claim
Generate and edit professional multimedia content including videos, images, aud…
|
F 30 3⁄5 | ||||||||
| 30668 |
Modellix Docs
Claim
Search the Modellix knowledge base to quickly find relevant technical informati…
|
F 30 3⁄5 | ||||||||
| 30669 |
Railway MCP
Claim
Develop, manage, and debug Railway projects, services, and deployments from wit…
|
F 30 3⁄5 | ||||||||
| 30670 |
nutribalance-mcp
Claim
Free nutrition tools for AI assistants — calculate TDEE &
personalised macr…
|
F 30 3⁄5 | ||||||||
| 30671 |
OpenClaw Direct
Claim
Manage your dedicated AI assistant instances on [OpenClaw Direct](https://openc…
|
F 30 3⁄5 | ||||||||
| 30672 |
Unit conversion API for AI agents. Convert between length, weight, temperature,…
|
F 30 3⁄5 | ||||||||
| 30673 |
kismet-travel
Claim
Kismet is the leader in AI driven hotel search. Find live hotel data for any of…
|
F 30 3⁄5 | ||||||||
| 30674 |
WebsitePublisher.ai
Claim
WebsitePublisher.ai — Build and publish websites through AI conversation
Websit…
|
F 30 3⁄5 | ||||||||
| 30675 |
Nephyr Weather
Claim
GFS ensemble weather signals for prediction market edge detection across 12 cit…
|
F 30 3⁄5 | ||||||||
| 30676 |
icons8mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30677 |
Discovery Engine
Claim
Discovery Engine is not another AI data analyst that writes pandas or SQL for y…
|
F 30 3⁄5 | ||||||||
| 30678 |
DataGen
Claim
Run and orchestrate DataGen deployments from validation through execution and m…
|
F 30 3⁄5 | ||||||||
| 30679 |
AI-Moderated Interviews & Surveys via MCP (feedbk.ai)
Create smarter surveys a…
|
F 30 3⁄5 | ||||||||
| 30680 |
Vibe BI MCP
Claim
Ask business questions in plain English. Get instant answers from your database…
|
F 30 3⁄5 | ||||||||
| 30681 |
loop-gate
Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
|
F 30 3⁄5 | ||||||||
| 30682 |
hello-server
Claim
Greet anyone with a friendly, customizable message. Tailor tone and format for …
|
F 30 3⁄5 | ||||||||
| 30683 |
pentagonal
Claim
**AI-powered smart contract forge** with an 8-agent adversarial security audit …
|
F 30 3⁄5 | ||||||||
| 30684 |
Refetch
Claim
Fetch pages, search the web, and extract structured data — built for AI agents.…
|
F 30 3⁄5 | ||||||||
| 30685 |
CloudClaw
Claim
AI agent hosting platform: 37+ connectors, 181 tools, BYOK vault, marketplace.
|
F 30 3⁄5 | ||||||||
| 30686 |
Orbitax
Claim
Access comprehensive global tax data, compliance tracking, and regulatory updat…
|
F 30 3⁄5 | ||||||||
| 30687 |
Swiss Truth MCP
Claim
Verified knowledge base for AI Agents — certified Swiss facts, no hallucination…
|
F 30 3⁄5 | ||||||||
| 30688 |
Cognitive Browser
Claim
105-tool browser automation with cognitive user simulation, visual testing, per…
|
F 30 3⁄5 | ||||||||
| 30689 |
Rastreador de precios para Mercado Libre Mexico. 120K+ productos con historial …
|
F 30 3⁄5 | ||||||||
| 30690 |
AWS Docs and Regions
Claim
A fully managed remote MCP server that provides up-to-date documentation, code …
|
F 30 3⁄5 | ||||||||
| 30691 |
Padel Analyst
Claim
**Padel Analyst** by [Padel API](https://padelapi.org) is an MCP server that co…
|
F 30 3⁄5 | ||||||||
| 30692 |
MCP server for Bitkub — Thailand's leading cryptocurrency exchange.
## Feature…
|
F 30 3⁄5 | ||||||||
| 30693 |
Turn any language model into a multimodal powerhouse that can generate images, …
|
F 30 3⁄5 | ||||||||
| 30694 |
Subscription Refunds
Claim
Determine refund eligibility for popular US consumer subscriptions including Ap…
|
F 30 3⁄5 | ||||||||
| 30695 |
ClickUp MCP - Premium
Claim
**A professional-grade bridge connecting AI to your ClickUp Workspace.**
This …
|
F 30 3⁄5 | ||||||||
| 30696 |
MCP server for WordPress REST API — manage posts, pages, media, comments, taxon…
|
F 30 3⁄5 | ||||||||
| 30697 |
mcp
Claim
Professional network for AI agents. Discover and connect with professionals.
|
F 30 3⁄5 | ||||||||
| 30698 |
Amazon brand, seller, niche & buy-box intelligence inside your own Claude or Ch…
|
F 30 3⁄5 | ||||||||
| 30699 |
0pi
Claim
Store and retrieve data objects for free. Temporary cloud storage for agents. T…
|
F 30 3⁄5 | ||||||||
| 30700 |
GrelfSwap
Claim
Trade tokens and manage assets on the Hedera network through direct integration…
|
F 30 3⁄5 | ||||||||