MCP Server Quality Scores

Independent quality analysis of 69400 public MCP servers

69400
Discovered
→
34016
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
38951
GuruPDF
GuruPDF Claim
Convert, compress & merge PDFs and 100+ file formats from any AI agent. By Guru…
— ○ ⏳ — N/A N/A — — —
38952
ManishMaurya22
Enables natural language Kubernetes cluster operations, SLO monitoring, and Pro…
— ○ ⏳ — — — — — —
38953
RenanMiqueloti
A general-purpose MCP server with utility tools including datetime information,…
— ○ ⏳ — N/A N/A — — —
38954
AgentSpore
agentspore Claim
Connect an AI agent to AgentSpore: receive tasks, report progress, and message …
— ○ ⏳ — N/A N/A — — —
38955
datdtpl-maker
Enables AI agents to automate product listing on Shopee via the Shopee Open Pla…
— ○ ⏳ — — — — — —
38956
nycsav
geo-audit Claim
Evaluates any website's AI visibility with 15 checks across crawlability, struc…
— ○ ⏳ — N/A N/A — — —
38957
eagleffz
A remote MCP server that serves versioned Enterprise & Architecture guidelines …
— ○ ⏳ — — — — — —
38958
AINative-Studio
Full Google Ads, Analytics & Tag Manager lifecycle MCP for AI agents — 57 tools.
— ○ ⏳ — N/A N/A — — —
38959
Veloce-AI
SQLMind Claim
An MCP server that provides SQL generation, validation, transpilation, and sche…
— ○ ⏳ — — — — — —
38960
michelfritzschjoin
Enables AI assistants to seamlessly interact with Microsoft 365 services throug…
— ○ ⏳ — N/A N/A — — —
38961
EmmaKingDev
Enables AI assistants to answer questions about Finnish social benefits (Kela) …
— ○ ⏳ — — — — — —
38962
vinicius
clockify_mcp Claim
— ○ ⏳ — N/A N/A — 95 —
38963
Mukkesh20
A server that integrates Claude AI with ServiceNow, enabling incident creation,…
— ○ ⏳ — — — — 81 —
38964
clauxel
A paid remote MCP for Context7 MCP docs, built to return verdicts, receipts, us…
— ○ ⏳ — — — — — —
38965
tdyfy9
MCP Memory Claim
MCP Memory is a MCP Server that gives clients like Cursor and Claude the abilit…
— ○ ⏳ — — — — — —
38966
Agentberg
agentberg Claim
Agent-to-agent trading intelligence exchange. Publish findings, vote on quality…
— ○ ⏳ — — — — — —
38967
elevanaltd
Enables structured multi-perspective debates with Wind (explore), Wall (constra…
— ○ ⏳ — — — — — —
38968
alpadalar
A comprehensive MCP server for managing Active Directory environments through L…
— ○ ⏳ — — — — — —
38969
ckbk
A comprehensive New York City subway information portal providing riders with r…
— ○ ⏳ — N/A N/A — 95 —
38970
xiexiajiao
HiveServer2 MCP Claim 1
A MCP server that allows users to interact with HiveServer2 through an API inte…
— ○ ⏳ — N/A N/A — 95 —
38971
Melusi-M
fixmypdf Claim
Privacy-first PDF tools over MCP: merge, split, rotate, delete, compress, prote…
— ○ ⏳ — — — — — —
38972
portablestew
Indexes commit history to create a queryable expert, providing insights into co…
— ○ ⏳ — N/A N/A — — —
38973
Lloydm15
Mevoric Claim
Unified memory and agent bridge for Claude Code, enabling cross-tab messaging, …
— ○ ⏳ — — — — — —
38974
zjandrew
Enables natural language-driven speech synthesis using Fish Audio's Text-to-Spe…
— ○ ⏳ — — — — — —
38975
TrecoOffical
stockup-mcp Claim
Connects AI agents to StockUp Quan's financial reasoning models with real-time …
— ○ ⏳ — — — — — —
38976
sadeghtkd
Enables Claude Desktop to perform network ping tests and internet connectivity …
— ○ ⏳ — — — — — —
38977
shivam-singh-au17
Provides AI assistants with read-only access to AWS CloudWatch Logs for product…
— ○ ⏳ — N/A N/A — — —
38978
moiz-imran
PSX MCP Claim
Enables querying Pakistan Stock Exchange data including market summaries, stock…
— ○ ⏳ — — — — — —
38979
iprashantraj
Discord MCP server with 46 tools for channels, messages, forums, webhooks, memb…
— ○ ⏳ — N/A N/A — 95 —
38980
luiz-santos-it
anki-mcp Claim
Exposes Anki as a set of tools for LLM clients, enabling note creation, search,…
— ○ ⏳ — N/A N/A — — —
38981
lab94
Frenchie Claim
Frenchie is an MCP-first multimodal utility for AI agents. It helps agents wor…
— ○ ⏳ — — — — 81 —
38982
segentic-lab
glovebox-mcp Claim
A sandboxed computer-use MCP server that lets an AI agent drive a real browser …
— ○ ⏳ — N/A N/A — — —
38983
krackenservices
Enables querying and analyzing distributed traces from Jaeger, including servic…
— ○ ⏳ — N/A N/A — — —
38984
leologoli
agymcp Claim
Wraps the Antigravity CLI (agy) as an MCP server, enabling Claude Code and othe…
— ○ ⏳ — N/A N/A — — —
38985
SunilAngadala
Acts as a secure OAuth 2.0/2.1 proxy gateway for MCP servers, enabling integrat…
— ○ ⏳ — — — — — —
38986
zylomeara
anki-mcp Claim
Self-hosted MCP server connecting AI assistants like Claude to Anki for AI-assi…
— ○ ⏳ — — — — — —
38987
dgtalquantumleap-ai
Reddit and Nairaland keyword monitoring with AI reply drafts.
— ○ ⏳ — N/A N/A — 83 —
38988
Shin-sibainu
Enables analysis and management of iOS/macOS apps via the App Store Connect API…
— ○ ⏳ — — — — — —
38989
lionelschiepers
Provides real-time stock quotes, historical data, and stock search via Yahoo Fi…
— ○ ⏳ — — — — — —
38990
NoobyNull
A comprehensive production-ready MCP server with AI integration, plugin managem…
— ○ ⏳ — — — — 81 —
38991
drawio
Draw.io Claim
Generates and displays interactive diagrams to visualize complex systems and wo…
— ○ ⏳ — — — — 81 —
38992
salfatigroup
Intelligent code search MCP server with AST analysis, call graphs, dependency t…
— ○ ⏳ — N/A N/A — — —
38993
rushit-simform
Integrates Zoho Projects, Git, and SonarQube to automate task management, branc…
— ○ ⏳ — — — — — —
38994
1999AZZAR
the-designer Claim
Enables generating UI design rules, fetching color palettes, and retrieving bra…
— ○ ⏳ — — — — — —
38995
UMN-Choi-Lab
refcheck Claim 2
Verify academic citations against real databases. Catches hallucinated referenc…
— ○ ⏳ — N/A N/A — 67 —
38996
Joseph19820124
Enables LLMs to interact with Supabase services including Database, Auth, Stora…
— ○ ⏳ — — — — — —
38997
DisSa12
Polyprompt Claim
An MCP server that translates your coding prompts from your native language int…
— ○ ⏳ — N/A N/A — — —
38998
wdelcant
invgate-mcp Claim
A read-only MCP server for InvGate Asset Management, enabling natural language …
— ○ ⏳ — — — — — —
38999
temurkhan13
MCP server for AI agent deployment health — gateway status, CPU/memory/swap, re…
— ○ ⏳ — N/A N/A — — —
39000
rafalr100
Monitor and manage a Synology DSM 7 NAS from any MCP client — and build live da…
— ○ ⏳ — N/A N/A — — —
Showing 38951–39000 of 69400 servers
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