MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29507
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 27 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
28551
browserbasehq
Browserbase Claim
Provides cloud browser automation capabilities using Stagehand and Browserbase,…
F 30 35 10 0 81
28552
fuddyduddy
Kyrgyz News Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
F 30 35 10 0 81
28553
instapods
InstaPods Claim
Manage cloud deployments and application hosting environments. Execute shell co…
F 30 35 10 0 81
28554
makenotion
mcp Claim
Official Notion MCP server
F 30 35 10 0 81
28555
onesignal
OneSignal Claim
OneSignal is a customer engagement platform that lets you send targeted push no…
F 30 35 10 0 81
28556
Primeta-AI
Primeta Claim
Give your AI a face, a voice, and a personality. 3D avatars with custom persona…
F 30 35 10 0 81
28557
saber
Saber Claim
The Saber MCP server has tools available for creating company and contact signa…
F 30 35 10 0 81
28558
senzing
Senzing Claim
Identity Intelligence for Agentic AI Workflows Connect Data. Power Intelligence…
F 30 35 10 0 81
28559
viren040
Asvaai Claim
Query your brand's AI visibility across ChatGPT, Claude, Perplexity, and Gemini.
F 30 35 10 0 81
28560
ahmed2real
Access real-time US weather forecasts, alerts, radar, and station observations …
F 30 35 10 0 81
28561
mintmcp
gmail Claim
A MintMCP server for Gmail that lets you search, read, and draft emails and rep…
F 30 35 10 0 81
28562
alai
Create, edit, and export high quality presentations with AI using Alai’s MCP. S…
F 30 35 10 0 81
28563
smithery-ai
Provide real-time and forecast weather information for locations in the United …
F 30 35 10 0 81
28564
tripuck894
Tripuck Claim
Tripuck — Flight Meta-Search & Meeting Point..
F 30 35 10 0 81
28565
exploreaisb
aivsf Claim
F 30 35 10 0 81
28566
aguskenari86-8bo7
cryptoiz-mcp Claim
CryptoIZ MCP v4.16.17 — AI-powered Solana DEX whale intelligence. 9 tools (7 pa…
F 30 35 10 0 81
28567
ayni-protocol
Ayni Claim
Facilitate standardized communication between agents using a specialized glyph-…
F 30 35 10 0 81
28568
davidcho
Access and search comprehensive Canadian building regulations for construction …
F 30 35 10 0 81
28569
axel-belfort
Weather data API for AI agents. Current conditions and 7-day forecast for any l…
F 30 35 10 0 81
28570
agent-safe-email
A suite of MCP tools that scan every message, image, and video your AI agent ha…
F 30 35 10 0 81
28571
octomil
Octomil Claim
Manage, optimize, and deploy machine learning models to edge devices with autom…
F 30 35 10 0 81
28572
trust-security
Trust Claim
Detect live website vulnerabilities and security flaws in GitHub repositories u…
F 30 35 10 0 81
28573
agentmint
AgentMint Claim
Cryptographic authorization for AI agents. Scoped delegation, checkpoint escala…
F 30 35 10 0 81
28574
nate
Kismet is the leader in AI driven hotel search. Find live hotel data for any of…
F 30 35 10 0 81
28575
waleed-2002
Transforms vague prompts into detailed, structured, and actionable instructions…
F 30 35 10 0 81
28576
devshero
**Pure Rust MCP Server** ShadowCrawl is a high-performance, Zero-Docker MCP se…
F 30 35 10 0 81
28577
samedii
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
F 30 35 10 0 81
28578
propertyscoop
property-api Claim
Property intelligence API for US real estate. Returns 16+ data points for any U…
F 30 35 10 0 81
28579
emmanuel
Zuplo Claim
Manage and secure your APIs with flexible policies, routing, and rate limits. M…
F 30 35 10 0 81
28580
nexgendata-apify
Search Redfin real estate listings with filters and get full property details i…
F 30 35 10 0 81
28581
noncelogic
rove Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
F 30 35 10 0 81
28582
christos
Locate and verify insurance intermediaries registered in Greece using various s…
F 30 35 10 0 81
28583
chadbot0x
9 MCP tools for AI agents: real-time crypto prices (Chainlink + Binance), Polym…
F 30 35 10 0 81
28584
vinodkrishnan92
Explore an agent's capabilities, configuration, and profile details. Fetch back…
F 30 35 10 0 81
28585
hashirsiddiqui15
Search a curated library of 1,900+ Islamic books including English translations…
F 30 35 10 0 81
28586
jefferythewind
WarpGBM Claim
Train gradient boosting models quickly and export portable artifacts for smooth…
F 30 35 10 0 81
28587
emmanuel
US Weather Claim
Get U.S. weather alerts, forecasts, and observations, including aviation produc…
F 30 35 10 0 81
28588
tbakerx
**Lightning-fast domain search directly in your AI workflow** Search domain av…
F 30 35 10 0 81
28589
agentidx
AgentIndex Claim
Discovery platform for AI agents. Find any AI agent by capability — search 20,0…
F 30 35 10 0 81
28590
clm-studios
GFS ensemble weather signals for prediction market edge detection across 12 cit…
F 30 35 10 0 81
28591
xatbot
Orbitax Claim
Access comprehensive global tax data, compliance tracking, and regulatory updat…
F 30 35 10 0 81
28592
brandomica
Verify brand name availability across domains, social media handles, and global…
F 30 35 10 0 81
28593
eansearch
Search the EAN-Search.org database for products by barcode (GTIN, UPC, EAN, ISB…
F 30 35 10 0 81
28594
axel-belfort
Text-to-speech API for AI agents. Convert text to natural speech audio in 20+ l…
F 30 35 10 0 81
28595
babysleepingsupplies-sys
DeepWiki Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
F 30 35 10 0 81
28596
preston
Danube Claim
The App Store for Agent Tools
F 30 35 10 0 81
28597
alberduris
Summiz Claim
Find videos and podcasts in the Summiz catalog with concise keyword searches. S…
F 30 35 10 0 81
28598
eka-care
Eka EMR Claim
Healthcare MCP server for Eka.care EMR. Connect your AI agent to manage patient…
F 30 35 10 0 81
28599
apify
Apify Claim
Apify is the world's largest marketplace of tools for web scraping, data extrac…
F 30 35 10 0 81
28600
emmanuel
NWS Weather Claim
Get real-time U.S. alerts, forecasts, radar, and observations from the National…
F 30 35 10 0 81
Showing 28551–28600 of 45732 servers
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