MCP Server Quality Scores
Independent quality analysis of 33332 public MCP servers
Last updated 1 hour, 10 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23951 |
Trust
Claim
Detect live website vulnerabilities and security flaws in GitHub repositories u…
|
F 30 3⁄5 | ||||||||
| 23952 |
Manage and query Hungarian invoice data directly through the National Tax and C…
|
F 30 3⁄5 | ||||||||
| 23953 |
Identifies SEO content gaps by comparing your work against top-ranking competit…
|
F 30 3⁄5 | ||||||||
| 23954 |
Enables AI assistants to interact with the Open Targets Platform API to search …
|
F 30 4⁄5 | ||||||||
| 23955 |
Headless Oracle
Claim
Cryptographically signed market state verification for autonomous financial age…
|
F 30 3⁄5 | ||||||||
| 23956 |
RiskScore
Claim
Security intelligence for AI agents. Real-time vulnerability data, dependency s…
|
F 30 3⁄5 | ||||||||
| 23957 |
HytaleModder
Claim
Access the Hytale API documentation to build mods and custom content efficientl…
|
F 30 3⁄5 | ||||||||
| 23958 |
AgentMint
Claim
Cryptographic authorization for AI agents. Scoped delegation, checkpoint escala…
|
F 30 3⁄5 | ||||||||
| 23959 |
Soundside-ai
Claim
Generate and edit professional multimedia content including videos, images, aud…
|
F 30 3⁄5 | ||||||||
| 23960 |
WarpGBM
Claim
Train gradient boosting models quickly and export portable artifacts for smooth…
|
F 30 3⁄5 | ||||||||
| 23961 |
eSIM
Claim
Manage and purchase UK domestic eSIM plans with real-time inventory checking. S…
|
F 30 3⁄5 | ||||||||
| 23962 |
PixelLab
Claim
Generate animated pixel art characters, tilesets, and object directly from your…
|
F 30 3⁄5 | ||||||||
| 23963 |
Himalayas Remote Jobs
Claim
Search remote jobs, post job listings, find remote candidates, check salary ben…
|
F 30 3⁄5 | ||||||||
| 23964 |
Strutter AI
Claim
AI-powered RFP response management. Search Q&A libraries, draft responses, and …
|
F 30 3⁄5 | ||||||||
| 23965 |
mcp-tea
Claim
Fetch your dataset, ask questions, and get concise summaries in seconds. Analyz…
|
F 30 3⁄5 | ||||||||
| 23966 |
NWS Weather
Claim
Get real-time U.S. alerts, forecasts, radar, and observations from the National…
|
F 30 3⁄5 | ||||||||
| 23967 |
Discover and download a variety of assets including prompts, skills, and connec…
|
F 30 3⁄5 | ||||||||
| 23968 |
aidroid
Claim
Search official Microsoft and Azure documentation to ground your answers with t…
|
F 30 3⁄5 | ||||||||
| 23969 |
Memory
Claim
Store and recall persistent information across conversations to maintain long-t…
|
F 30 3⁄5 | ||||||||
| 23970 |
sms-mcp
Claim
The Mobile Text Alerts SMS MCP server enables your AI to send SMS messages & ma…
|
F 30 3⁄5 | ||||||||
| 23971 |
QChing
Claim
**Explore the I Ching with Quantum-Randomness powered Reflection**
Dive into…
|
F 30 3⁄5 | ||||||||
| 23972 |
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
|
F 30 3⁄5 | ||||||||
| 23973 |
Omega
Claim
Maintain persistent project context by storing decisions, lessons, and task che…
|
F 30 3⁄5 | ||||||||
| 23974 |
Gmail
Claim
Manage your Gmail inbox � send and read emails, organize with labels, manage dr…
|
F 30 3⁄5 | ||||||||
| 23975 |
Trust-and-knowledge MCP server for agent ecosystems: score trust, verify/certif…
|
F 30 3⁄5 | ||||||||
| 23976 |
Complete financial market access for AI assistants - Real-time stocks, crypto, …
|
F 30 3⁄5 | ||||||||
| 23977 |
DeepWiki
Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
|
F 30 3⁄5 | ||||||||
| 23978 |
Regex
Claim
Simplify regular expression tasks by testing, explaining, and building patterns…
|
F 30 3⁄5 | ||||||||
| 23979 |
Caffeinated Wardrobe
Claim
Caffeinated Wardrobe is like an API for your closet. This MCP server brings pro…
|
F 30 3⁄5 | ||||||||
| 23980 |
Dowhistle
Claim
Connect with local businesses and services through precise location-based searc…
|
F 30 3⁄5 | ||||||||
| 23981 |
projectbrain-mcp
Claim
ProjectBrain MCP provides project/task/decision/fact/skill/milestone/team-messa…
|
F 30 3⁄5 | ||||||||
| 23982 |
Memory Tool
Claim
Save, search, and manage long-term memories across users and apps. Quickly reca…
|
F 30 3⁄5 | ||||||||
| 23983 |
Kyrgyz News
Claim
Access the latest news and trending stories from Kyrgyzstan. Search for specifi…
|
F 30 3⁄5 | ||||||||
| 23984 |
An MCP server that provides access to Agility CMS. See https://mcp.agilitycms.…
|
F 30 3⁄5 | ||||||||
| 23985 |
Databox
Claim
Connect your AI tool to your business data. Databox MCP lets AI agents query me…
|
F 30 3⁄5 | ||||||||
| 23986 |
Github
Claim
Access the GitHub API, enabling file operations, repository management, search …
|
F 30 3⁄5 | ||||||||
| 23987 |
WZRD Protocol
Claim
Analyze AI attention markets and track velocity oracle feeds for software platf…
|
F 30 3⁄5 | ||||||||
| 23988 |
Yeetit
Claim
Publish HTML content to a live URL instantly without requiring accounts or API …
|
F 30 3⁄5 | ||||||||
| 23989 |
AgentBond
Claim
Authorization and governance infrastructure for AI agents. 17 MCP tools for tok…
|
F 30 3⁄5 | ||||||||
| 23990 |
x402 Service Discovery
Claim
Discovers x402-payable APIs at runtime. Enables autonomous agents to find, eval…
|
F 30 3⁄5 | ||||||||
| 23991 |
VirtualSMS
Claim
Real SIM phone numbers for AI agents performing SMS verification across 2000+ s…
|
F 30 3⁄5 | ||||||||
| 23992 |
ScamVerify
Claim
AI-powered scam and threat verification MCP server. Check phone numbers, URLs, …
|
F 30 3⁄5 | ||||||||
| 23993 |
mistaike.ai
Claim
295k+ bug-fix patterns with MCP Hub proxy, PII filtering, and code search
|
F 30 3⁄5 | ||||||||
| 23994 |
GraphQL Agent
Claim
Ask SubQuery is an AI-powered GraphQL Agent for exploring SubQuery projects and…
|
F 30 3⁄5 | ||||||||
| 23995 |
Meme Generator
Claim
Hosted MCP server for meme generation, template search, caption rendering, and …
|
F 30 3⁄5 | ||||||||
| 23996 |
x-to-markdown
Claim
Convert X (Twitter) articles, tweets, and threads to clean Markdown. Free,
n…
|
F 30 3⁄5 | ||||||||
| 23997 |
agent-ip
Claim
GeneOnline Agent IP MCP Server
|
F 30 3⁄5 | ||||||||
| 23998 |
Kyomi
Claim
Connect various data sources to visualize, monitor, and analyze complex dataset…
|
F 30 3⁄5 | ||||||||
| 23999 |
Maiga
Claim
Evaluate cryptocurrency tokens through deep technical, fundamental, and on-chai…
|
F 30 3⁄5 | ||||||||
| 24000 |
mcp-sora
Claim
|
F 30 3⁄5 | ||||||||