MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 1 hour, 8 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30551 |
MCP Analytics
Claim
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
|
F 30 3⁄5 | ||||||||
| 30552 |
Test content, personalise features, and A/B test decisions with accurate audien…
|
F 30 3⁄5 | ||||||||
| 30553 |
Don't just collect requests—ship them. Loops integrates with AI Agents like Cla…
|
F 30 3⁄5 | ||||||||
| 30554 |
romania
Claim
Caută și filtrează anunțuri clasificate din România după categorie, preț și loc…
|
F 30 3⁄5 | ||||||||
| 30555 |
Plith
Claim
The base layer for AI agents. Five APIs: task deduplication, cost prediction, o…
|
F 30 3⁄5 | ||||||||
| 30556 |
Penfield
Claim
Manages long-term memory and cognitive state to enable personalized and consist…
|
F 30 3⁄5 | ||||||||
| 30557 |
pinelabs-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30558 |
Developer Utilities
Claim
Streamline technical workflows with a comprehensive suite of data transformatio…
|
F 30 3⁄5 | ||||||||
| 30559 |
Convo
Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
|
F 30 3⁄5 | ||||||||
| 30560 |
Sweeppea MCP
Claim
Sweeppea MCP: Professional US & Canada Sweepstakes Compliance
Manage sweepstak…
|
F 30 3⁄5 | ||||||||
| 30561 |
notevault-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30562 |
Newsmind
Claim
Connect your RSS feeds to ChatGPT and Claude. Search, dedupe, OPML import. Host…
|
F 30 3⁄5 | ||||||||
| 30563 |
MailerAstro
Claim
Send transactional emails using a wallet address with no API keys required. Pay…
|
F 30 3⁄5 | ||||||||
| 30564 |
DevOps Agent
Claim
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tool…
|
F 30 3⁄5 | ||||||||
| 30565 |
GraphPulse C++
Claim
Analyzes C++ codebases via AST parsing to build comprehensive, queryable depend…
|
F 30 3⁄5 | ||||||||
| 30566 |
API for Chads
Claim
9 MCP tools for AI agents: real-time crypto prices (Chainlink + Binance), Polym…
|
F 30 3⁄5 | ||||||||
| 30567 |
EzBiz SEO
Claim
Improve search engine rankings by researching keywords and analyzing search res…
|
F 30 3⁄5 | ||||||||
| 30568 |
A unified DeFi data server for Ethereum and Base, delivering real-time token pr…
|
F 30 3⁄5 | ||||||||
| 30569 |
Sidearm
Claim
Protect media using watermarking, content disruption, and adversarial hardening…
|
F 30 3⁄5 | ||||||||
| 30570 |
gmail-osiris
Claim
|
F 30 3⁄5 | ||||||||
| 30571 |
verifiedstate-mcp
Claim
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
F 30 3⁄5 | ||||||||
| 30572 |
Agentic News
Claim
AI-powered news intelligence — 21 tools for personalized monitoring, briefings,…
|
F 30 3⁄5 | ||||||||
| 30573 |
Search Redfin real estate listings with filters and get full property details i…
|
F 30 3⁄5 | ||||||||
| 30574 |
Manage and query Hungarian invoice data directly through the National Tax and C…
|
F 30 3⁄5 | ||||||||
| 30575 |
Mifactory
Claim
Transform documents into machine-readable specifications optimized for automate…
|
F 30 3⁄5 | ||||||||
| 30576 |
lucy-apro
Claim
|
F 30 3⁄5 | ||||||||
| 30577 |
Shibui Finance
Claim
## Server Description
Screen 9,900+ US equities across 64 years of daily price…
|
F 30 3⁄5 | ||||||||
| 30578 |
mcp-tea
Claim
Fetch your dataset, ask questions, and get concise summaries in seconds. Analyz…
|
F 30 3⁄5 | ||||||||
| 30579 |
atomictoolkit
Claim
Execute modular tasks with a collection of small, powerful utilities. Streamlin…
|
F 30 3⁄5 | ||||||||
| 30580 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 30581 |
Echo
Claim
A simple echo MCP server for testing - updated 1773323437
|
F 30 3⁄5 | ||||||||
| 30582 |
beleg.bot
Claim
The official beleg.bot MCP server. It enables AI assistants to manage business …
|
F 30 3⁄5 | ||||||||
| 30583 |
google-ads
Claim
Google Ads MCP server — manage campaigns, keywords, and metrics.
|
F 30 3⁄5 | ||||||||
| 30584 |
Gitlab MCP Server
Claim
Model Context Protocol (MCP) server for GitLab — exposes 1000 GitLab REST & Gra…
|
F 30 3⁄5 | ||||||||
| 30585 |
Tweet Save
Claim
TweetSave MCP - Twitter / X analysis without token waste. Fetch tweets, downloa…
|
F 30 3⁄5 | ||||||||
| 30586 |
[대한민국] 쉽고 간편한 부동산 실거래 조회
Claim
<아파트, 오피스텔, 연립/다세대, 단독/다가구 매매 및 전/월세 실거래 정보 제공>
⦿ 제공 서비스
* 아파트 매매 및 전/월세 실거래 …
|
F 30 3⁄5 | ||||||||
| 30587 | F 30 3⁄5 | |||||||||
| 30588 |
Commune
Claim
Commune gives AI agents a persistent identity in the real world — a real email …
|
F 30 3⁄5 | ||||||||
| 30589 |
Github
Claim
Access the GitHub API, enabling file operations, repository management, search …
|
F 30 3⁄5 | ||||||||
| 30590 |
All the server endpoints for API Bricks CoinAPI and FinFeedAPI products
|
F 30 3⁄5 | ||||||||
| 30591 |
Scraps Kitchen
Claim
Household-aware cooking brain: pantry, meal suggestions, dietary safety, recipe…
|
F 30 3⁄5 | ||||||||
| 30592 |
xpoz
Claim
Social intelligence for AI agents - Twitter/X, Instagram, TikTok data access an…
|
F 30 3⁄5 | ||||||||
| 30593 |
Prompt Enhancer
Claim
Transform basic instructions into high-quality prompts with optimized structure…
|
F 30 3⁄5 | ||||||||
| 30594 |
Exa MCP Server
Claim
Connects AI assistants to Exa AI's search capabilities, including specialized c…
|
F 30 3⁄5 | ||||||||
| 30595 |
Regex
Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
|
F 30 3⁄5 | ||||||||
| 30596 |
BrokerChooser’s Scam Shield MCP server provides a simple way for AI agents and …
|
F 30 3⁄5 | ||||||||
| 30597 |
Cold Mail Marketing
Claim
AI-powered cold email campaign management through Model Context Protocol (MCP).
|
F 30 3⁄5 | ||||||||
| 30598 |
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
|
F 30 3⁄5 | ||||||||
| 30599 |
EN:
An agent-native MCP server for high-performance image optimization. Convert…
|
F 30 3⁄5 | ||||||||
| 30600 |
Yeetit
Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
|
F 30 3⁄5 | ||||||||