MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
23983
Scored
1225
Verified
16961
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
24301 N/A N/A
24302
SaadAJ
Provides tools for querying 192 Riyadh districts with Arabic/English name suppo…
81
24303
yafeiaa
Enables AI assistants to create and manipulate pixel art by providing tools for…
N/A N/A
24304
haldir
haldir Claim
Haldir is a security and governance layer for AI agents. Session-scoped permiss…
24305
xjoker
A secure MCP server that wraps the Google Gemini CLI, allowing clients to query…
N/A N/A
24306
veroq-ai
veroq-mcp Claim
62 verified intelligence tools — claim verification with evidence chains, marke…
24307
SyedMuqaram
A static MCP server that helps AI models maintain tool context across chat sess…
N/A N/A 95
24308
LoganZechella
A Model Context Protocol server that enables AI assistants to fetch and underst…
N/A N/A 95
24309
SparkleOfficial
AI transcription from URLs. 99% accuracy, speaker diarization, 98+ languages.
N/A N/A
24310
watchtowr
The watchTowr Platform MCP (Model Compatibility Protocol) Server acts as a real…
N/A N/A 95
24311
beelzebub-labs
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
N/A N/A
24312 N/A N/A 95
24313
ilyassesalama
Enables interaction with Celigo integrator.io API to manage integrations, flows…
81
24314
matteo-gabrielli
weather-mcp Claim
N/A N/A 95
24315
simonblanco
kanban Claim
N/A N/A 95
24316
arturwyroslak
mcp-gh Claim
N/A N/A
24317
SOevHTRZ
Provide a basic MCP server implementation for testing purposes. Enable interact…
N/A N/A 95
24318
rog0x
image Claim
Image metadata, favicon, OG image for AI agents
N/A N/A
24319
Corbell-AI
Corbell Claim
AI-powered spec generation and review using multi-repo code graph intelligence …
N/A N/A
24320
Nonprofit lookup and IRS 990 filing data: revenue, assets, and compensation via…
67
24321 N/A N/A 95
24322
JetBrains
mcpProxy Claim
Connect to JetBrains IDE
N/A N/A 95
24323
mm
project-0 Claim
N/A N/A 95
24324
BoxTalk
Provides tools for interacting with SQL Server databases, enabling users to ret…
81
24325
Browse Bible verse collections from Remember Me, a free memorization app in 48 …
81
24326
Srclight Claim 1
Deep code indexing for AI agents. SQLite FTS5 + tree-sitter + embeddings + MCP.
N/A N/A 81
24327
uldl Claim 1
Persistent file storage for AI agents via MCP and curl. Upload, download, and v…
67
24328
Home mortgage lending patterns, denial rates, and fair lending data
67
24329
suhnion
molon Claim
N/A N/A 95
24330
s.piree
hotelai Claim
N/A N/A 95
24331
WuChaoli
Enables AI agents to interact with Wolai knowledge bases to read, write, and se…
24332
acedatacloud-mcp
MCP Suno Claim
AI Music Generation — generate songs, lyrics, covers, remixes, and manage audio…
24333
nexgendata-apify
Search Redfin real estate listings with filters and get full property details i…
24334
cyong80
Provide a scalable and efficient server-side application framework to implement…
N/A N/A 95
24335
sschucktown
Enables ChatGPT to interact with Google Calendar through a remote MCP server. P…
81
24336
metaember
Enables interaction with iMessage through a BlueBubbles server, allowing users …
24337
xiaobenyang-com
calculator Claim
完成从基础四则运算到高等数学、统计、矩阵与数论的各类计算。处理几何求解、金融测算与单位换算等常见需求。加速公式验证、数据分析与工程建模的工作流程。
N/A N/A 95
24338
kolonialno
oda-mcp Claim
Enables agentic grocery shopping on Oda (Norway) and Mathem (Sweden) platforms …
81
24339
SakuttoWorks
A production-ready MCP server for AI agents, providing deep web research and RA…
N/A N/A 95
24340
v4lheru
An enhanced Model Context Protocol server that enables AI assistants to interac…
81
24341
lorenzocean
lims-s Claim
N/A N/A 95
24342
ranielbnunes
A server that integrates with the CNJ DataJud API for the Maranhão Court of Jus…
N/A N/A 95
24343
jswepick
Manages advertisements across multiple platforms including Facebook, Google, an…
N/A N/A 95
24344 N/A N/A 95
24345
MCP-Mirror
Fetches precipitation forecasts for any location using Buienradar, providing re…
N/A N/A 95
24346 N/A N/A 95
24347
FDIC BankFind Claim 1
Bank financials, branch locations, deposit data, and failure history from FDIC
67
24348
cola-cloud-us
Provides access to over 2.5 million US alcohol label records from the TTB via t…
81
24349
toutcreer
FINOPTIMA Claim
AI trading agent: multi-pool AMM, 4 strategies, marketplace, copy trading. 35 t…
N/A N/A 83
24350
IsaacCode0107
A simple MCP server that provides a terminal tool for executing shell commands …
81
Showing 24301–24350 of 30006 servers
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