MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52651
Robiton
Provides CLI and MCP server to programmatically access Google NotebookLM, enabl…
52652
zuohuiyang
MCP server for remote Windows Crash Dump analysis. Enables AI agents to analyze…
52653
philippesaade-wmde
WikidataMCP Claim
Model Context Protocol for Wikidata
N/A N/A 95
52654
karakushan
Custom MCP server for Binance Futures, providing market data, trading, and quan…
52655
zenkeellc
enke Claim
MCP server for en.ke link management enabling AI agents to shorten URLs, manage…
52656
junter1989k-ai
Guatemala payments for AI agents — cards (Recurrente) via Recurrente. Never hol…
52657
NotHarshhaa
devops-mcp Claim
Unified MCP server for Kubernetes, ArgoCD, Prometheus, PagerDuty, and Loki
N/A N/A
52658
awsl5714
Enables LLM-powered tools to interact with Zotero academic libraries, including…
52659
caseSHY
aicoreutils Claim
JSON-first Coreutils CLI for AI agents. 114 commands with sandbox, dry-run, and…
N/A N/A
52660
linggen
linggen-mcp Claim
N/A N/A 95
52661 N/A N/A 95
52662
Maxli53
Provides 115+ MCP tools for comprehensive WooCommerce store management includin…
81
52663
Chawengwit
A unified data gateway MCP server that enables Claude to interact with multiple…
N/A N/A
52664
s-palmer
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
81
52665
stefanstranger
MCP server for discovering and exploring Azure Verified Modules (AVM) from the …
52666
kochava
## Kochava for Advertisers - Official MCP Server A comprehensive connector for…
81
52667
ciembor
teryt-mcp Claim
MCP server for querying the Polish TERYT registry, including territorial units,…
52668
dreamchaser.esque
sss Claim
N/A N/A 95
52669
hbhszy
Enables real-time web search via DeepSeek's search-enhanced dialogue, providing…
N/A N/A
52670
P-Shreyas-Maersk
security-mcp Claim
Fetches GitHub Code Scanning alerts and applies minimal local patches to fix vu…
N/A N/A
52671
CalBearKen
ls-search Claim
Disposable private vector search + semantic RAG for AI agents. x402 pay-per-cal…
52672
RMRanjit
fetch Claim
Fetches web pages and converts them to markdown for LLM consumption, supporting…
52673
vaporif
MCP server for Qdrant vector database with local BERT embeddings. Enables seman…
52674
dingdawg
Universal governance layer for AI agents — MCP-native, fail-closed, LNN interpr…
52675
yogaaltariz
mysql_mcp Claim
A production-grade MCP server that connects Claude to multiple MySQL Docker con…
N/A N/A
52676
DhruviPatel712
MCP server for Microsoft SQL Server enabling safe read-only queries, schema dis…
52677
eric-vergo
browser_mcp Claim
Enables Claude to navigate, screenshot, read console/network, and crawl links i…
N/A N/A
52678
lmolina
Enables natural language search over Bluetooth specification PDFs with hybrid s…
N/A N/A
52679
Trade-Agent
Trade stocks and crypto on common brokerages (Robinhood, E*Trade, Coinbase, Kra…
81
52680
Cosmicjedi
Enables remote Windows server administration and troubleshooting via WinRM and …
N/A N/A
52681
Sebastien-VZN
axomind-mcp Claim
MCP server for Axomind — enables AI assistants to manage activities, mindmaps, …
52682
graywrk
Agent Kanban Claim
An AI-native kanban board MCP server where agents pull tasks via the Model Cont…
52683
pmboxbiz
mcp-ssh-live Claim
Interactive, streaming SSH tool for LLM agents that enables spawning long-runni…
N/A N/A
52684
freebase-cloud
Free cloud databases over MCP: query, store, list and annotate across 15 engine…
52685
datamammoth
A Model Context Protocol (MCP) server that lets AI assistants manage DataMammot…
52686
kyo504
krx-cli Claim
Enables AI agents to query real-time and historical Korean stock market data fr…
52687
CarbonCashmere
Crypto intelligence MCP: 104 tools for market data, ML signals, on-chain analyt…
52688
CerevoxAI
Model Context Protocol server for Cerevox AI that exposes document parsing (Lex…
52689
daviddme
Enables querying U.S. politician stock trades from public disclosures, running …
N/A N/A
52690
r0x0d
MCP server for academic research using the OpenAlex API, enabling article searc…
52691
keioseung
DART API를 활용하여 다중 기업의 재무제표 정보를 분석하고 시각화하는 서버로, 매출액, 당기순이익, 총자산 등 다양한 재무 지표를 차트와…
81
52692
junter1989k-ai
Bangladesh payments for AI agents — bKash / Nagad via SSLCommerz. Never holds f…
52693
weeebdev
beszel-mcp Claim
MCP server for Beszel system monitoring that provides tools to list systems, co…
52694
lekt9
Enables AI agents to manage documents and collections in Outline wiki through n…
81
52695
fastmcp-me
Provides SQL access to the ANSES Ciqual French food composition database, enabl…
N/A N/A
52696
Rentapad
Analyze images and videos by providing URLs or local file paths. Gain insights …
N/A N/A 95
52697
rozbijbank
Rozbij Bank Claim
Compare personal and business bank accounts, savings, and deposits specifically…
81
52698
dschnurbusch
mattergate Claim
A self-hostable MCP permissions gateway for legal-tech systems that connects le…
52699
quinnbmay
apple-mcp Claim
N/A N/A 95
52700
ebartan
Provide a scaffold for building MCP servers with ease. Accelerate development b…
N/A N/A 95
Showing 52651–52700 of 67226 servers