MCP Server Quality Scores

Independent quality analysis of 64636 public MCP servers

64636
Discovered
30671
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35801
kinzen
linewhiz Claim
AI-powered MCP server for managing LINE Official Accounts. Send broadcasts, pus…
81
35802
velt-js
Enable seamless interaction with the Velt API through a dedicated MCP server. I…
N/A N/A 95
35803
g-tiwari
MCP server for TestRail API, providing AI assistants with 107 tools to manage t…
35804
j0hanz
superfetch Claim
Intelligent web content fetcher MCP server that converts HTML to clean, AI-read…
N/A N/A 95
35805
vannet
aNotepad Claim
AI access to your aNotepad online notes: read, search, write, and organize via …
35806
RuleMesh
compliance Claim
Engineered GDPR compliance for engineers and AI agents: pull rules, implement, …
35807
PurpleSquirrelMedia
Enables Claude to delegate tasks to IBM watsonx.ai foundation models (Granite, …
81
35808
scotia1973-bot
One-line x402 + Stripe payment middleware for MCP servers. The Stripe for the a…
N/A N/A
35809
CSOAI-ORG
api-tester-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35810
alphaassay
Most trading signals are noise. AlphaAssay puts them on trial — deflated Sharpe…
35811
radixia
blog Claim
Search and read the Radixia blog (enterprise AI, cloud, open source) via MCP.
35812
mpuhacz
Say Hello Claim
Generate personalized greetings by name in seconds. Switch on Pirate Mode to de…
N/A N/A 95
35813
tcwangh01
Provides image processing tools for Claude Code, including downloading toy-rela…
N/A N/A
35814
jbutcher21
Enables entity resolution capabilities through the Senzing SDK, allowing AI ass…
N/A N/A 95
35815
HefnySco
MCP Notes Claim
Enables persistent knowledge graph management with entities, observations, rela…
N/A N/A
35816
hermitsh-ai
shrimp Claim
Task manager for AI agents. Zero setup, nested trees, batch ops, local-first st…
N/A N/A 95
35817
IlyaGusev
mle_kit_mcp Claim
Provides ML engineering tools including local/remote bash, text editor, file se…
35818
Skye412
Provides AI tools for chat, code review, idea evaluation, explanation, summariz…
N/A N/A
35819
CSOAI-ORG
Unified sensor + actuator schema MCP for aquaculture / aquaponic / koi systems.…
N/A N/A
35820
fadnavismehul
SQL Preview Claim
Run governed SQL queries and inspect database schemas from MCP agents.
N/A N/A
35821
wspotter
A comprehensive business management server with 36 tools for running an art sup…
81
35822
vijayPrajapatii
Enables AI agents to interact with Google Workspace services (Gmail, Drive, Doc…
35823
adityaidev
Connects AI assistants to Twitter/X using cookie-based authentication to read t…
81
35824
ai-caseylai
Enables seamless integration with WhatsApp through the Model Context Protocol, …
81
35825
eltociear
Detects leaked secrets & API keys: 32+ provider rules (AWS, GitHub, Stripe, Ope…
N/A N/A
35826
VLab-Software
MCP server and EasyEDA Pro extension bridge for live project assistance.
N/A N/A
35827
douglac
Banco MCP Claim
Brazilian Open Finance MCP — 30+ banks (Itaú, Nubank, etc.) to Claude/Cursor. R…
35828
michaelshumshum
Enables URL shortening and management through MCP, allowing creation of short l…
35829
CSOAI-ORG
MEOK W3C TDM Rights MCP — EU CDSM Directive Article 4(3) Text + Data Mining opt…
35830
luis-easyjur
Remote read-only MCP server that exposes diagnostic SQL queries to EasyJur's My…
35831
christianmacion26
Exposes a deterministic AI-slop scanner and RAG grounding grader as MCP Tools, …
N/A N/A
35832
chenzhaohua11
Enables video editing operations such as trimming, merging, adding audio/text/e…
N/A N/A
35833
clarvia-project
clarvia Claim
AI agent tool discovery and scoring. Search 15,400+ MCP servers, APIs, and CLIs.
N/A N/A 95
35834
CSOAI-ORG
AI-powered vector knowledge graph MCP server for agents. Supports add node, add…
N/A N/A
35835
zainbacchus
A read-only Telegram MCP server that retrieves messages from your DMs, groups, …
N/A N/A
35836
JilongSun
An MCP-native enterprise operations platform that unifies team management, prod…
35837
guigatrotta
Enables reading and writing Google Sheets using API key or service account, wit…
35838
khajaphysist
x-mcp Claim
An MCP server for interacting with X/Twitter, enabling posting tweets, searchin…
N/A N/A
35839
Easy8com
Easy8 Claim
Connect AI assistants to Easy8 — read and update projects, issues, and comments.
35840
clauxel
A paid remote MCP for AI SDK MCP gateway registry, built to return verdicts, re…
35841
adamgusky
mintqa-mcp Claim
MCP server for Mint — AI-powered QA that runs your app in a real browser on eve…
35842
ZDOSS
A local, file-based bridge that lets an AI client read, draft, validate, and sa…
N/A N/A
35843
microsoft
Azure DevOps (ADO) Claim
The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to…
35844
HuLaSpark
HuLa-MCP Claim
为HuLa即时通讯应用提供MCP服务,支持用户、群组和聊天资源的访问以及消息发送等工具操作。
35845
CenblueOne
A comprehensive MCP server that integrates TradingView Desktop automation, scre…
35846
dsaad68
Enables AI agents to access financial data and perform analysis by exposing Alp…
35847
mathias.steffen
oc_0815 Claim
N/A N/A 95
35848
MO2k4
An MCP server that gives Claude live access to Azure pricing and cost data — re…
35849
mindsurf0176-ui
PixelForge MCP provides a pipeline for converting AI-generated illustrations in…
N/A N/A
35850
fangsylar-pixel
Enables web search via a real browser for any LLM, bypassing anti-bot measures …
N/A N/A
Showing 35801–35850 of 64636 servers
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