MCP Server Quality Scores

Independent quality analysis of 33537 public MCP servers

33537
Discovered
27233
Scored
1781
Verified
16957
Complete

Last updated 31 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
30601
urlsnapdev
urlsnap-mcp Claim
Screenshot, PDF, and markdown extraction from any URL via Claude Desktop and Cl…
N/A N/A
30602
3viky
Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tool…
81
30603 N/A N/A 95
30604
gilberth
Manage and query your AdGuard Home DNS records and filtering rules through AI a…
N/A N/A
30605
TheWinci
local-rag Claim
Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder re…
N/A N/A 95
30606
janwilmake
x-crm-mcp Claim
N/A N/A 95
30607
simple_mcp_http Claim 1
A Test MCP server that provides tools, promts and resources
N/A N/A 76
30608
emailalias
Enables natural language management of email aliases via EmailAlias.io API, inc…
30609
yingkiat
Enables natural language querying of Microsoft Fabric Data Warehouses with inte…
81
30610 N/A N/A 95
30611
shanemmattner
Enables Large Language Models to act as co-debuggers for Texas Instruments embe…
N/A N/A 95
30612
Stopera
Discover and consume x402-enabled services on Solana with seamless USDC payment…
N/A N/A
30613
comet-ml
Integrate seamlessly with your IDE and access all Opik features through a stand…
N/A N/A 95
30614 N/A N/A 95
30615
tobinsouth
Enable seamless creation and management of authentication workflows for your ap…
N/A N/A 95
30616
nirholas
Explore the Claude Code CLI source — browse tools, commands, search code, and m…
N/A N/A 95
30617
luccakazan
A template for deploying authentication-free MCP servers on Cloudflare Workers …
81
30618
yifanyifan897645
git-summary Claim
Git repo intelligence: summaries, blame, changelogs, branch health, and history…
N/A N/A 95
30619
xianian17
ggb Claim
N/A N/A 95
30620 N/A N/A 95
30621
lordbasilaiassistant-sudo
multi-wallet Claim 1
Multi-wallet management for AI agents — generate, distribute, consolidate on EVM
N/A N/A 60
30622
acedatacloud-mcp
mcp-luma Claim
81
30623
janbruinier
All-in-one MCP bundle for EU businesses. Combines EU VAT Compliance (7 tools), …
N/A N/A 95
30624
Parc-Dev
todo-mcp Claim
Organize tasks and subtasks with fast create, update, complete, and reopen acti…
N/A N/A 95
30625
zemi-gh
Exposes common CTF and cybersecurity tools (crypto, forensics, malware analysis…
N/A N/A 95
30626
intake-triage
LinkRescue Claim
Broken link detection, monitoring, and AI-powered fix suggestions for websites.…
N/A N/A 95
30627
cuongpo
Enable AI applications to seamlessly interact with the Aptos blockchain for acc…
N/A N/A 95
30628
shadi-fsai
A Model Context Protocol server that enables AI assistants like Claude to progr…
81
30629
kamath
#docs Claim
A documentation MCP server, such that you can ask a question like: - "How do I…
N/A N/A 95
30630
yushuqiu1
Recommend a song, generate a greeting message, or help you add some numbers
N/A N/A 95
30631
rshivamrapid
test Claim
N/A N/A 95
30632
NimbleBrainInc
Enables comprehensive issue tracking and project management through Linear's Gr…
81
30633
intlpullhq
intlpull Claim
AI-powered i18n platform with 50+ tools for translations, OTA releases, and mor…
N/A N/A 95
30634
bioanywhere
Connects AI assistants to GitLab projects, enabling natural language queries fo…
81
30635
stevenayl
An MCP server that integrates with Missive App allowing users to create, manage…
N/A N/A 95
30636
musabz360
Provide real-time weather data and forecasts to your applications. Enable agent…
N/A N/A 95
30637
WaterTian
wechat-devtools Claim 1
MCP Server for WeChat DevTools CLI - Automate Mini Program development & testin…
N/A N/A 95
30638
file-organizer Claim 1
Security-hardened file organizer with smart categorization and duplicate detect…
N/A N/A 81
30639 N/A N/A 95
30640
Hyg900928
An MCP server for weather information.
N/A N/A 95
30641
dev-bd37
Autonomous DeFi yield for AI agents on Base. 4 read-only MCP tools: query agent…
81
30642
tfinnern
helloworld Claim
N/A N/A 95
30643
ssdavidai
joeapi Claim
Manage construction project data across clients, contacts, proposals, estimates…
N/A N/A 95
30644
danieleugenewilliams
Provides persistent local memory functionality for AI assistants, enabling them…
N/A N/A 95
30645
vini1994
Provide secure and detailed analysis of your BingX trading data through a speci…
N/A N/A 95
30646
struq
Struq Claim
Struq MCP gives coding agents secure access to your Struq vault of reusable pro…
81
30647
markview
markview Claim
Native macOS markdown previewer with MCP server for Claude Code. Lets AI assist…
95
30648
agenthustler
Real-time crypto volume anomaly detection across 50+ tokens with pump signals.
N/A N/A 95
30649
codespar
mcp-zoop Claim 1
MCP server for Zoop — marketplace payments, splits, sellers, buyers, transfers
N/A N/A 83
30650
mcp-jira-server Claim 2
MCP server for self-hosted Jira instance with Personal Access Token authenticat…
N/A N/A 81
Showing 30601–30650 of 33537 servers
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