MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 3 hours, 55 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29251 |
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
|
D 40 2⁄5 | ||||||||
| 29252 |
Token safety for AI agents. 27 scam patterns, real honeypot simulation via DEX …
|
D 40 2⁄5 | ||||||||
| 29253 |
roundHR MCP
Claim
roundHR MCP
- Data Analysis report
- Get Candidate info
|
D 40 2⁄5 | ||||||||
| 29254 |
Scan any URL, domain, or IP address for security threats using URLScanner.onlin…
|
D 40 2⁄5 | ||||||||
| 29255 |
wealth
Claim
Wealth MCP wraps the wealth experience routes (`/expenses`, `/income`, `/assets…
|
D 40 2⁄5 | ||||||||
| 29256 |
snapcall-test2
Claim
Create instant Snapcall call links and recording sessions to capture photos and…
|
D 40 2⁄5 | ||||||||
| 29257 |
plsreadme
Claim
Transform markdown content into clean, readable web links for easy sharing. Gen…
|
D 40 2⁄5 | ||||||||
| 29258 |
Zerion API
Claim
Zerion API's MCP server provides access to onchain wallet data across Ethereum,…
|
D 40 2⁄5 | ||||||||
| 29259 |
htt
Claim
Create instant call links for Snapcall conversations. Start assist recordings t…
|
D 40 2⁄5 | ||||||||
| 29260 |
FalaZuki Finance BR
Claim
Calculadoras financeiras e dados econômicos do Brasil. 25 tools para cálculos d…
|
D 40 2⁄5 | ||||||||
| 29261 |
loc8n Geographic Data
Claim
U.S. demographics, housing, mortgage, migration, and employment data from the C…
|
D 40 2⁄5 | ||||||||
| 29262 |
ClawSpan ShardLink MCP
Claim
Agent-first task marketplace MCP — discover, claim, and deliver paid workspace …
|
D 40 2⁄5 | ||||||||
| 29263 |
Name Whisper
Claim
34 MCP tools to search, register, manage, value, and trade ENS names. AI-powere…
|
D 40 2⁄5 | ||||||||
| 29264 |
agent-press
Claim
GeneOnline Agent Press MCP Server
|
D 40 2⁄5 | ||||||||
| 29265 |
mcp-hub
Claim
AI-native service orchestration platform. Discover MCP services by capability, …
|
D 40 2⁄5 | ||||||||
| 29266 |
jtrholidays
Claim
|
D 40 2⁄5 | ||||||||
| 29267 |
buda-mcp
Claim
Real-time market data from Buda.com — prices, order books, trades, and volume f…
|
D 40 2⁄5 | ||||||||
| 29268 |
C++ Core Guidelines
Claim
Enforce consistent C++ style and best practices across your codebase. Analyze n…
|
D 40 2⁄5 | ||||||||
| 29269 |
x402 Engine
Claim
28 pay-per-call APIs for AI agents via HTTP 402 crypto micropayments. Image gen…
|
D 40 2⁄5 | ||||||||
| 29270 |
Guardian
Claim
Verifies cooking recipes against professional master standards to ensure techni…
|
D 40 2⁄5 | ||||||||
| 29271 |
txrisk
Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
|
D 40 2⁄5 | ||||||||
| 29272 |
MailerAstro
Claim
Send transactional emails and batch notifications using a crypto wallet for ide…
|
D 40 2⁄5 | ||||||||
| 29273 |
Koumoul opendata
Claim
Access to Koumoul platform datasets - diverse French open data
|
D 40 2⁄5 | ||||||||
| 29274 |
musashi
Claim
|
D 40 2⁄5 | ||||||||
| 29275 |
Ragora
Claim
Search across all your knowledge bases to retrieve relevant information instant…
|
D 40 2⁄5 | ||||||||
| 29276 |
Achriom
Claim
The media memory layer for AI agents and their humans. Your AI client gets 29 t…
|
D 40 2⁄5 | ||||||||
| 29277 |
Freightgate
Claim
Calculate detention, demurrage, and local shipping charges for ports worldwide.…
|
D 40 2⁄5 | ||||||||
| 29278 |
AI Answer Copier
Claim
AI Answer Copier is a Model Context Protocol (MCP) server that solves the "Fina…
|
D 40 2⁄5 | ||||||||
| 29279 |
Mimiq
Claim
Your AI coding agent tests pages, copy, and flows on simulated users while buil…
|
D 40 2⁄5 | ||||||||
| 29280 |
Arch AI Tools
Claim
Provides access to a comprehensive suite of utility functions and developer res…
|
D 40 2⁄5 | ||||||||
| 29281 |
MOD Vibe
Claim
Share and discover location-specific atmosphere reports, curated reviews, and r…
|
D 40 2⁄5 | ||||||||
| 29282 |
Join.Cloud
Claim
Join.cloud gives AI agents a shared workspace — real-time rooms where they
mess…
|
D 40 2⁄5 | ||||||||
| 29283 |
顏回 YanHui Debug AI
Claim
Debug AI with shared KB. One bug fixed = everyone benefits. KB hit 4ms free, ne…
|
D 40 2⁄5 | ||||||||
| 29284 |
Shoptera
Claim
Shoptera Product Intelligence
Search product catalogs across thousands of Centr…
|
D 40 2⁄5 | ||||||||
| 29285 |
Roundtable
Claim
Your AI Board of Directors. Run multi-model debates where GPT-4o, Claude, Gemin…
|
D 40 2⁄5 | ||||||||
| 29286 |
herald
Claim
Stop copy-pasting between Claude Chat and Claude Code.
|
D 40 2⁄5 | ||||||||
| 29287 |
clpi-clp-mcp
Claim
Manage simple context workflows with quick init and add actions. Access the 'He…
|
D 40 2⁄5 | ||||||||
| 29288 |
MolTrust
Claim
Register and verify decentralized identities to establish secure, trusted inter…
|
D 40 2⁄5 | ||||||||
| 29289 |
SlideMaster
Claim
Convert topics or existing files into professional presentation videos with aut…
|
D 40 2⁄5 | ||||||||
| 29290 |
End-to-end quantum-native security fabric for AI, data, and mission-critical sy…
|
D 40 2⁄5 | ||||||||
| 29291 |
lock-in-study-planner
Claim
Study planner for high school students. Manage tasks, deadlines, and schedules.
|
D 40 2⁄4 | ||||||||
| 29292 |
projects-emmanuel
Claim
|
D 40 2⁄5 | ||||||||
| 29293 |
Terminal
Claim
Execute commands and manage interactive shell sessions directly within your env…
|
D 40 2⁄5 | ||||||||
| 29294 |
mediawiki
Claim
|
D 40 2⁄5 | ||||||||
| 29295 |
calculator-mcp-test
Claim
Perform quick addition, subtraction, multiplication, and division. Streamline n…
|
D 40 2⁄5 | ||||||||
| 29296 |
Jeeva Jyotish
Claim
Sourced Vedic astrology (Jyotish) answers: effects, factors and yogas, cited to…
|
F 39 3⁄5 | ||||||||
| 29297 |
Pre-backlog idea management with decision tracking, signals, and RICE scoring.
|
F 39 4⁄5 | ||||||||
| 29298 |
Remote MCP server that returns sentiment analysis results from SentinelScan API.
|
F 39 3⁄5 | ||||||||
| 29299 |
Build and host full-stack apps from a prompt, with agents that reach you on Wha…
|
F 38 3⁄5 | ||||||||
| 29300 |
Automate video creation and editing workflows by rendering scenes, templates, a…
|
F 36 4⁄5 | ||||||||