MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 1 hour, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23951
trust-security
Trust Claim
Detect live website vulnerabilities and security flaws in GitHub repositories u…
F 30 35 10 0 81
23952
aiamindennapokban
Manage and query Hungarian invoice data directly through the National Tax and C…
F 30 35 10 0 81
23953
cloudnerve
Identifies SEO content gaps by comparing your work against top-ranking competit…
F 30 35 10 0 81
23954
opentargets
Enables AI assistants to interact with the Open Targets Platform API to search …
F 30 45 58 68 68 80
23955
headlessoracle
Cryptographically signed market state verification for autonomous financial age…
F 30 35 10 0 81
23956
jacob-cuthbertson
RiskScore Claim
Security intelligence for AI agents. Real-time vulnerability data, dependency s…
F 30 35 10 0 81
23957
goustkor
HytaleModder Claim
Access the Hytale API documentation to build mods and custom content efficientl…
F 30 35 10 0 81
23958
agentmint
AgentMint Claim
Cryptographic authorization for AI agents. Scoped delegation, checkpoint escala…
F 30 35 10 0 81
23959
kangaroo-Ifly
Soundside-ai Claim
Generate and edit professional multimedia content including videos, images, aud…
F 30 35 10 0 81
23960
jefferythewind
WarpGBM Claim
Train gradient boosting models quickly and export portable artifacts for smooth…
F 30 35 10 0 81
23961
secondsim
eSIM Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
F 30 35 10 0 81
23962
samedii
PixelLab Claim
Generate animated pixel art characters, tilesets, and object directly from your…
F 30 35 10 0 81
23963
Himalayas
Search remote jobs, post job listings, find remote candidates, check salary ben…
F 30 35 10 0 81
23964
Strutterai
Strutter AI Claim
AI-powered RFP response management. Search Q&A libraries, draft responses, and …
F 30 35 10 0 81
23965
Tasfiul-Hedayet
mcp-tea Claim
Fetch your dataset, ask questions, and get concise summaries in seconds. Analyz…
F 30 35 10 0 81
23966
emmanuel
NWS Weather Claim
Get real-time U.S. alerts, forecasts, radar, and observations from the National…
F 30 35 10 0 81
23967
howard-eridani
Discover and download a variety of assets including prompts, skills, and connec…
F 30 35 10 0 81
23968
ren89752
aidroid Claim
Search official Microsoft and Azure documentation to ground your answers with t…
F 30 35 10 0 81
23969
ghostrouter
Memory Claim
Store and recall persistent information across conversations to maintain long-t…
F 30 35 10 0 81
23970
mobiletextalerts
sms-mcp Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
F 30 35 10 0 81
23971
tavurth
QChing Claim
**Explore the I Ching with Quantum-Randomness powered Reflection** Dive into…
F 30 35 10 0 81
23972
TitanSneaker
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
F 30 35 10 0 81
23973
omegamemory
Omega Claim
Maintain persistent project context by storing decisions, lessons, and task che…
F 30 35 10 0 81
23974
node2flow
Gmail Claim
Manage your Gmail inbox � send and read emails, organize with labels, manage dr…
F 30 35 10 0 81
23975
jlazoff
Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certif…
F 30 35 10 0 81
23976
imbenrabi
Complete financial market access for AI assistants - Real-time stocks, crypto, …
F 30 35 10 0 81
23977
babysleepingsupplies-sys
DeepWiki Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
F 30 35 10 0 81
23978
openclaw-ai
Regex Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
F 30 35 10 0 81
23979
michelle
Caffeinated Wardrobe is like an API for your closet. This MCP server brings pro…
F 30 35 10 0 81
23980
raja
Dowhistle Claim
Connect with local businesses and services through precise location-based searc…
F 30 35 10 0 81
23981
ninetrinkets
ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-messa…
F 30 35 10 0 81
23982
mem0ai
Memory Tool Claim
Save, search, and manage long-term memories across users and apps. Quickly reca…
F 30 35 10 0 81
23983
fuddyduddy
Kyrgyz News Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
F 30 35 10 0 81
23984
agility
mcp-server Claim 1
An MCP server that provides access to Agility CMS. See https://mcp.agilitycms.…
F 30 35 10 0 81
23985
Databox-MCP
Databox Claim
Connect your AI tool to your business data. Databox MCP lets AI agents query me…
F 30 35 10 0 81
23986
smithery-ai
Github Claim
Access the GitHub API, enabling file operations, repository management, search …
F 30 35 10 0 81
23987
wzrd
Analyze AI attention markets and track velocity oracle feeds for software platf…
F 30 35 10 0 81
23988
snappy
Yeetit Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
F 30 35 10 0 81
23989
agentbond
AgentBond Claim
Authorization and governance infrastructure for AI agents. 17 MCP tools for tok…
F 30 35 10 0 81
23990
rplryan
Discovers x402-payable APIs at runtime. Enables autonomous agents to find, eval…
F 30 35 10 0 81
23991
virtualsms
VirtualSMS Claim
Real SIM phone numbers for AI agents performing SMS verification across 2000+ s…
F 30 35 10 0 81
23992
scamverify
ScamVerify Claim
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
F 30 35 10 0 81
23993
mistaike-ai
mistaike.ai Claim
295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search
F 30 35 10 0 81
23994
SubQuery-Network
Ask SubQuery is an AI-powered GraphQL Agent for exploring SubQuery projects and…
F 30 35 10 0 81
23995
memesio
Hosted MCP server for meme generation, template search, caption rendering, and …
F 30 35 10 0 81
23996
xtomd
Convert X (Twitter) articles, tweets, and threads to clean Markdown. Free, n…
F 30 35 10 0 81
23997
markchiang
agent-ip Claim
GeneOnline Agent IP MCP Server
F 30 35 10 0 81
23998
kyomi
Kyomi Claim
Connect various data sources to visualize, monitor, and analyze complex dataset…
F 30 35 10 0 81
23999
demomagic
Maiga Claim
Evaluate cryptocurrency tokens through deep technical, fundamental, and on-chai…
F 30 35 10 0 81
24000
acedatacloud-mcp
mcp-sora Claim
F 30 35 10 0 81
Showing 23951–24000 of 33332 servers
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