MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25863
Scored
1565
Verified
16957
Complete

Last updated 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
33401
chris
jules-orc Claim
N/A N/A
33402
ConnorBoetig-dev
Provides unrestricted access to your development environment with filesystem op…
N/A N/A 95
33403
razeevascx
Provides secure access to Trading 212 Public API through MCP, enabling Claude D…
33404
mshegolev
GitLab CI/CD MCP — pipelines, jobs, schedules, MRs, files. Any GitLab (SaaS or …
N/A N/A
33405
Sealjay
mcp-whatsapp Claim
Single-binary Go MCP server that wraps whatsmeow to expose a personal WhatsApp …
N/A N/A
33406
sophymarine
openregistry Claim
Unmodified live data from 27 national registries. UBO chain walker + 10 MCP pro…
33407
finhay
mcp-server Claim
Finhay Securities — stock prices, portfolio, gold, crypto, and macro data via AI
N/A N/A
33408
Nero-PC
raycast Claim
N/A N/A 95
33409
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
N/A N/A 95
33410
manusa
powerful Kubernetes MCP server with additional support for OpenShift. Besides p…
N/A N/A 95
33411
Arkya-AI
Ember MCP Claim
A local-first persistent memory server that uses Voronoi partitioning and tempo…
N/A N/A 95
33412
getstack-run
STACK Claim
Secure credential vault and authenticated handoffs for multi-agent systems with…
33413
MCP-Mirror
Provides detailed character analysis for text, counting total characters, chara…
N/A N/A 95
33414
luthfirizky777
tedt Claim
N/A N/A 95
33415 N/A N/A 95
33416
eaisdevelopment
MCP bridge for inter-session communication between Claude Code instances
N/A N/A 95
33417
pipelinescientists
coldsend-mcp Claim
AI-native cold email campaign management via Model Context Protocol. ## What Y…
81
33418
VrtxOmega
Omega Brain MCP Server. Hardened AI execution pipeline prioritizing NAEF logic …
N/A N/A
33419
hcheng666
Enables large language models to interact with Milvus vector databases through …
33420
ilpianista
A MCP server for SailfishOS application development, creates new projects and a…
N/A N/A
33421
wysh3
Integrate AI-powered research capabilities seamlessly. Perform web searches, re…
N/A N/A 95
33422
Rckl88
LLM cost optimization. Audit your calls, prove savings, route to the cheapest q…
N/A N/A
33423
hikmahtech
drwhome Claim
Remote MCP server with 21 tools: 10 Domain Dossier checks (DNS, MX, SPF, DMARC,…
33424
xiaobenyang-com
ip_search Claim
查询任意 IP 的威胁情报,快速识别风险与信誉。获取地理位置、ASN 与历史恶意行为等关键信息,辅助溯源、封禁与处置。加速告警研判与日常安全排查,提升响应效率。
N/A N/A 95
33425
Semore K-product MCP server: search K-beauty/fashion/pop, cross-border carts, A…
N/A N/A
33426
Operative-Sh
web-eval-agent Claim 1
An MCP Server that autonomously debugs web applications with browser-use browse…
N/A N/A 95
33427
karlgil
Enables Claude to interact with Google Docs to list, read, create, search, and …
81
33428 81
33429
Jake-Mok-Nelson
Helps support engineers find similar GitHub issues to speed up troubleshooting …
N/A N/A 95
33430
geraservicesuk
mcp-gerajobs Claim
Local job marketplace: search jobs, apply, post listings. 50+ countries.
N/A N/A 95
33431
fntyler
test3 Claim
N/A N/A 95
33432
vocab-voyage
20 MCP tools + 17 widgets for SAT/ISEE/SSAT/GRE/GMAT/LSAT prep. Flashcards, qui…
81
33433
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
81
33434
npstorey
Open-source platform connecting AI assistants to government open data — MCP ser…
N/A N/A
33435
wowstorelive
AI fashion shopping — search 2,200+ EU products, Lucy AI stylist, carts & disco…
N/A N/A
33436
hotlogin-browser
hotlogin-mcp Claim
MCP server for HotLogin Local API that enables AI agents to manage browser envi…
N/A N/A
33437 N/A N/A 95
33438 N/A N/A 95
33439
lbruton
An enhanced memory management system that wraps memento-mcp with sophisticated …
81
33440
edgeedgehq
denialbot Claim
Insurance denial code lookup, appeal letter generation, and denial analysis for…
N/A N/A 95
33441
kazokus
Discover and compare Kazokus — the community platform with zero transaction fee…
33442
ai-mcp-garage
Enables LLMs to capture and analyze screenshots of your screen, windows, or reg…
N/A N/A 95
33443
erwanpaccard
irpp-mcp Claim
A Python MCP server that calculates French income tax using the official DGFiP …
N/A N/A
33444
ilask
Enables interaction with Redmine projects and issues via the Cline VS Code exte…
81
33445 N/A N/A 95
33446
josuekongolo
Provides comprehensive Norwegian business intelligence through Brønnøysund and …
81
33447
sabariganesan25
A starter template for creating MCP servers that work with Puch AI, featuring r…
81
33448
xiaobenyang-com
edge-tts Claim
Convert text into natural-sounding speech for fast audio creation. Orchestrate …
N/A N/A 95
33449
rikachu225
An MCP server implementation that enables searching and retrieving research art…
81
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