MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
30551
mcpanalytics
Statistical analysis platform — upload CSV or connect GA4/GSC, run 77+ validate…
F 30 35 10 0 81
30552
semilattice
Test content, personalise features, and A/B test decisions with accurate audien…
F 30 35 10 0 81
30553
loops
Don't just collect requests—ship them. Loops integrates with AI Agents like Cla…
F 30 35 10 0 81
30554
laei
romania Claim
Caută și filtrează anunțuri clasificate din România după categorie, preț și loc…
F 30 35 10 0 81
30555
plith
Plith Claim
The base layer for AI agents. Five APIs: task deduplication, cost prediction, o…
F 30 35 10 0 81
30556
penfield
Penfield Claim
Manages long-term memory and cognitive state to enable personalized and consist…
F 30 35 10 0 81
30557
plural-online
pinelabs-mcp Claim
F 30 35 10 0 81
30558
aparajithn
Streamline technical workflows with a comprehensive suite of data transformatio…
F 30 35 10 0 81
30559
markus
Convo Claim
Access your meeting transcripts, summaries, and action items from any AI assist…
F 30 35 10 0 81
30560
sweeppea
Sweeppea MCP Claim
Sweeppea MCP: Professional US & Canada Sweepstakes Compliance Manage sweepstak…
F 30 35 10 0 81
30561 F 30 35 10 0 81
30562
rdowty
Newsmind Claim
Connect your RSS feeds to ChatGPT and Claude. Search, dedupe, OPML import. Host…
F 30 35 10 0 81
30563
mailerastro
MailerAstro Claim
Send transactional emails using a wallet address with no API keys required. Pay…
F 30 35 10 0 81
30564
shittuay
DevOps Agent Claim
Manage AWS, Azure, GCP, Kubernetes, CI/CD, Docker, Terraform and more. 727 tool…
F 30 35 10 0 81
30565
labsofuniverse
Analyzes C++ codebases via AST parsing to build comprehensive, queryable depend…
F 30 35 10 0 81
30566
chadbot0x
9 MCP tools for AI agents: real-time crypto prices (Chainlink + Binance), Polym…
F 30 35 10 0 81
30567
ezbiz-services
EzBiz SEO Claim
Improve search engine rankings by researching keywords and analyzing search res…
F 30 35 10 0 81
30568
slamai
A unified DeFi data server for Ethereum and Base, delivering real-time token pr…
F 30 35 10 0 81
30569
sidearmdrm
Sidearm Claim
Protect media using watermarking, content disruption, and adversarial hardening…
F 30 35 10 0 81
30570
sk1122
gmail-osiris Claim
F 30 35 10 0 81
30571
verifiedstate
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
F 30 35 10 0 81
30572
u00dxk2
Agentic News Claim
AI-powered news intelligence — 21 tools for personalized monitoring, briefings,…
F 30 35 10 0 81
30573
nexgendata-apify
Search Redfin real estate listings with filters and get full property details i…
F 30 35 10 0 81
30574
aiamindennapokban
Manage and query Hungarian invoice data directly through the National Tax and C…
F 30 35 10 0 81
30575
mifactory-bot
Mifactory Claim
Transform documents into machine-readable specifications optimized for automate…
F 30 35 10 0 81
30576
demomagic
lucy-apro Claim
F 30 35 10 0 81
30577
shibui
## Server Description Screen 9,900+ US equities across 64 years of daily price…
F 30 35 10 0 81
30578
Tasfiul-Hedayet
mcp-tea Claim
Fetch your dataset, ask questions, and get concise summaries in seconds. Analyz…
F 30 35 10 0 81
30579
science
Execute modular tasks with a collection of small, powerful utilities. Streamlin…
F 30 35 10 0 81
30580
nageshyp
vsf-club Claim
F 30 35 10 0 81
30581
arjunkmrm
Echo Claim
A simple echo MCP server for testing - updated 1773323437
F 30 35 10 0 81
30582
kontrollfeld
beleg.bot Claim
The official beleg.bot MCP server. It enables AI assistants to manage business …
F 30 35 10 0 81
30583
stylemi-co
google-ads Claim
Google Ads MCP server — manage campaigns, keywords, and metrics.
F 30 35 10 0 81
30584
jmrp
Model Context Protocol (MCP) server for GitLab — exposes 1000 GitLab REST & Gra…
F 30 35 10 0 81
30585
zezeron
Tweet Save Claim
TweetSave MCP - Twitter / X analysis without token waste. Fetch tweets, downloa…
F 30 35 10 0 81
30586
MCP-Foundry
<아파트, 오피스텔, 연립/다세대, 단독/다가구 매매 및 전/월세 실거래 정보 제공> ⦿ 제공 서비스 * 아파트 매매 및 전/월세 실거래 …
F 30 35 10 0 81
30587 F 30 35 10 0 81
30588
commune-dev
Commune Claim
Commune gives AI agents a persistent identity in the real world — a real email …
F 30 35 10 0 81
30589
smithery-ai
Github Claim
Access the GitHub API, enabling file operations, repository management, search …
F 30 35 10 0 81
30590
MaciejCoinAPI
All the server endpoints for API Bricks CoinAPI and FinFeedAPI products
F 30 35 10 0 81
30591
mitchmolstad
Household-aware cooking brain: pantry, meal suggestions, dietary safety, recipe…
F 30 35 10 0 81
30592
net-service
xpoz Claim
Social intelligence for AI agents - Twitter/X, Instagram, TikTok data access an…
F 30 35 10 0 81
30593
openclaw-ai
Transform basic instructions into high-quality prompts with optimized structure…
F 30 35 10 0 81
30594
AgentWings
Connects AI assistants to Exa AI's search capabilities, including specialized c…
F 30 35 10 0 81
30595
openclaw-ai
Regex Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
F 30 35 10 0 81
30596
muellah24
BrokerChooser’s Scam Shield MCP server provides a simple way for AI agents and …
F 30 35 10 0 81
30597
mailgo
AI-powered cold email campaign management through Model Context Protocol (MCP).
F 30 35 10 0 81
30598
arkroute
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
F 30 35 10 0 81
30599
smartunityia
EN: An agent-native MCP server for high-performance image optimization. Convert…
F 30 35 10 0 81
30600
snappy
Yeetit Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
F 30 35 10 0 81
Showing 30551–30600 of 67197 servers
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