MCP Server Quality Scores

Independent quality analysis of 57160 public MCP servers

57160
Discovered
29794
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 40 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
50751
lyumeng
A general MCP server providing web search capabilities using DeepSeek's native …
50752
dev-tahir
An intelligent MCP server that searches for images, labels them, combines them …
N/A N/A
50753
wearesage
A collection of tools that enable AI assistants to interact with Apple applicat…
N/A N/A 95
50754
seraved
mcp-ssh Claim
Enables AI assistants to run commands on remote SSH-accessible devices via pers…
50755
YardenPorat
Enables sending Telegram notifications from an MCP client using a bot token and…
N/A N/A
50756
scottyphillips
Provides accurate system time to LLM applications with multi-timezone support v…
N/A N/A
50757
TrivCodez
Enables AI assistants to manage Docker containers and Kubernetes resources thro…
50758
vlados
nous Claim
Provides a persistent project memory for AI assistants via MCP tools, enabling …
N/A N/A
50759
SANDEEP-KR-MAHTO
A local MCP server providing text utilities, math functions, and a persistent t…
N/A N/A
50760
angrysky56
Enables creating, manipulating, and managing Mermaid diagrams with automatic sa…
N/A N/A
50761
noimank
FNewsCrawler Claim
已废弃的财经信息MCP服务,提供实时财经资讯,建议转向新项目OmniData。
50762
bdbrown4
Enables AI agents to query a GitHub user's public profile, repositories, langua…
N/A N/A
50763
MiChaelinzo
MediLinkAI Claim
Clinical decision-support MCP server that lets AI agents reason over live FHIR …
50764
Jellypod-Inc
An MCP server that generates beautiful images from React components using Sator…
50765
MCP-Mirror
Enables interaction with the Futarchy protocol on Solana, allowing users to man…
81
50766
LokiMCPUniverse
Enables interaction with AWS services (EC2, S3, Lambda, DynamoDB, etc.) through…
50767
mizukaizen
melis x402 Tools — 22 pay-per-call APIs for AI agents. No accounts, no API keys…
N/A N/A
50768
albertor03
MCP server to interact with the QMetry for Jira API, enabling management of tes…
50769
vini1994
Provide secure and detailed analysis of your BingX trading data through a speci…
N/A N/A 95
50770
gabrielmahia
church-mcp Claim
Provides tools to access information about religious institutions and community…
50771
axel-belfort
URL shortening API for AI agents. Convert long URLs into compact short links wi…
N/A N/A 95
50772
ssm32613-ui
rasa Claim
N/A N/A 95
50773
Tmmoore286
lockstep-mcp Claim
Enables multiple AI agents like Claude and Codex to coordinate on the same proj…
N/A N/A
50774
groupdocs-signature
MCP server for GroupDocs.Signature — sign, search and verify document signature…
N/A N/A
50775
Prathapmahi
MCP-server Claim
Multi-agent AI tools for email automation (Outlook), weather (OpenWeather API),…
N/A N/A
50776
retospect
gripe-mcp Claim
Enables AI agents to self-report bugs, ambiguities, and improvement requests vi…
50777
1shin-7
ya-frida-mcp Claim
A comprehensive MCP server for Frida dynamic instrumentation, enabling AI agent…
50778
GreenScreen410
InfluxDB-v1-MCP is a powerful Model Context Protocol (MCP) interface specifical…
50779
jowhee327
MCP server for automated AWS security scanning — 19 modules, risk scoring, zero…
50780
pedxyuyuko
mc-rcon-mcp Claim
Enables Minecraft server management via RCON: execute commands, list players, g…
50781 N/A N/A 95
50782
CSOAI-ORG
Trust Chain MCP server. Tools: create trust anchor, verify chain, add attestati…
N/A N/A
50783
luminarylane
This MCP server enables AI agents to extract, verify, and cache factual claims …
50784
PedramMadani
EU AI Act compliance in your editor: classify risk, cite obligations, draft Art…
N/A N/A
50785
couchbase
Couchbase Model Context Protocol Server to interact with Couchbase clusters
N/A N/A
50786
RegionallyFamous
WP Pinch Claim
Enables AI assistants to manage and interact with WordPress sites through MCP, …
50787
apiverve
Provides access to 249+ production-ready APIs through the Model Context Protoco…
N/A N/A
50788
andyscott88
agentsafe Claim
Real-time URL trust scoring for AI agents. Blocks phishing and malicious sites.
N/A N/A
50789
kydlikebtc
Provides comprehensive Binance trading capabilities through Claude Desktop, inc…
50790
crerocksolid
Connects Whoop health data to Claude via an MCP server, enabling retrieval of r…
50791
HappyMonkeyAI
Experimental MCP server for coordinating CLI agents across projects using file-…
N/A N/A
50792
VodoooFilms
A lightweight, modular MCP server for the Linka ecosystem, providing read-only …
N/A N/A
50793
ciinkwia
Primary-source lithium & battery-metals mining data (AISC, reserves, filings) v…
N/A N/A
50794
dacmail
A read-only MCP server that enables Claude to monitor Indexa Capital investment…
50795
mcp-watchdog Claim 1
MCP security proxy - detects and blocks 40+ MCP attack classes. Zero config.
N/A N/A 81
50796
ZDOSS
A local, file-based bridge that lets an AI client read, draft, validate, and sa…
N/A N/A
50797
spajjuri.pro
vsfclubnew Claim
N/A N/A 95
50798
gianpieropuleo
Enables AI assistants to access and work with Radix UI libraries (Themes, Primi…
50799
Uttam-Mahata
An advanced Model Context Protocol server that integrates GitHub repositories w…
81
50800
arthurpanhku
Arthor-Agent Claim
...
81
Showing 50751–50800 of 57160 servers