MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
57701
junter1989k-ai
Luxembourg Peppol BIS 3.0 e-invoices for AI agents: send, check recipient, get …
57702
lamont703
Barber & cosmetology exam pass rates, booth rent with open chairs, and Texas li…
57703
hello-qgtm
Eversince Claim
Creative agent that plans and executes across image, video, audio, and motion g…
81
57704
jqknono
Pic Gen Claim
Generate covers, Mermaid diagrams, cards, and terminal screenshots/images for A…
N/A N/A 95
57705
sjgant80-hub
MCP server for foldkit, exposing the 7-prime spine, 7 κ-bands, and 6 fold opera…
N/A N/A
57706
MR901
plots-mcp Claim 1
MCP server for data visualization with Mermaid charts.
N/A N/A 95
57707
tcpatter
Provides secure access to Microsoft Entra ID (Azure AD) resources including use…
81
57708
SteedMonteiro
A simple MCP server for local documentation with RAG capabilities, enabling AI …
N/A N/A
57709
LuzzyMeow
LuzzyTool Claim
A local smart tool collection based on MCP that enables AI assistants to perfor…
N/A N/A
57710
CommonElements
data Claim
Query 390,000+ HOA and condo association records, statutes, rosters, and flood …
57711
lucid-jin
Fast, read-only MCP server for Notion that reads directly from local SQLite cac…
N/A N/A
57712
alexdemichieli
weather Claim 1
An MCP server for weather information.
N/A N/A 95
57713
RichardTheuws
Provides secure and controlled access to terminal commands and npm operations v…
N/A N/A
57714
mcp-v1 Claim 1
Sub-cent factual claim verification against live data sources.
N/A N/A 81
57715
jeffmetricas
Enables WhatsApp automation through MCP protocol, allowing users to manage sess…
N/A N/A 95
57716
Nizoka
PDF native MCP server: generate, validate, sign PAdES, embed, extract. AI-power…
N/A N/A
57717
agentkitai
Lore Claim
Cross-agent memory over MCP: hybrid recall, knowledge graph, private/shared vis…
N/A N/A
57718
pabgof
MCP server to read, write, create, and format Google Sheets via OAuth2 authenti…
N/A N/A
57719
BACH-AI-Tools
Enables access to the Fresh Linkedin Profile Data API for scraping LinkedIn pro…
57720
courtio
Search and retrieve US federal court cases, dockets, claims, and documents via …
N/A N/A
57721
Dalomeve
Local MCP bridge enabling ChatGPT web to access approved local files and execut…
N/A N/A
57722
kmdesle
Sendinel Claim
AI-controlled email ops for campaigns, contacts, segments, analytics, and sendi…
57723
longportapp
openapi Claim
🐍 ☁️ - LongPort OpenAPI provides real-time stock market data, provides AI acces…
N/A N/A 95
57724
jkwjkw1020-bot
jaso-mcp Claim
A simple notes system that allows creating, storing, and accessing text notes t…
N/A N/A 95
57725
thapeloramolotsi
vm Claim
N/A N/A 95
57726
GstXu
mcp_test Claim
A simple MCP server example written in TypeScript that provides a multiplicatio…
N/A N/A
57727
312-dev
Read-only MCP server for Rocket Money that lets you browse your accounts, trans…
N/A N/A
57728
bradley-t-t
cryptofort Claim
Encrypted-at-rest credential vault with MCP server for agent credential lookup …
57729
onetrip
Pulse Claim
Access comprehensive travel and location data to streamline trip planning and d…
57730
FjolleI
geo-mcp Claim
A geospatial MCP server providing weather, geocoding, timezone, and nearby plac…
57731
mjendza
Provides Microsoft Entra ID / Graph permissions data to AI agents, enabling sea…
57732
cyanheads
Query real-time and historical USGS water data from ~8,000 stream gages and gro…
57733 N/A N/A 95
57734
Courouge
EU customs code search (HS, NC8, TARIC): tariff classification and duty rates
N/A N/A
57735
GoodFaithExteriors
Provides browser automation capabilities using Playwright, allowing LLMs to int…
57736
alfmorais
Simulates and intermediates integrations with SAP via OData, exposing automated…
57737
HADDADSOHAIB
Enables processing PowerPoint and Word documents, extracting content and struct…
N/A N/A
57738
pawankumar94
SQLGenius Claim
SQLGenius is an MCP server that enables natural language querying of BigQuery d…
57739
jamesjfoong
Provides GitHub PR review capabilities to LLMs, enabling automated PR analysis,…
N/A N/A
57740
drummouse
Connects Claude to your JobNimbus account via API, enabling management of conta…
N/A N/A
57741
sanhua1
A local MCP server that extracts text-layer content from PDF files, enabling AI…
N/A N/A
57742
sv-kagami
web-mcp Claim
Provides web search and page fetch tools for LLM assistants, extracting content…
N/A N/A
57743
zeph-to
MCP server for AI agents to send notifications, copy to clipboard, request conf…
57744
gustavoatar
RemodelerIQ Claim
Check if a contractor's remodeling bid is fair — analyze a quote (fairness scor…
57745
yashgoyalits
A remote MCP server exposing two read-only tools (get_available_stocks, get_lat…
57746
dmarttinen
Integrates with Harvest time tracking to allow AI assistants to log time, view …
57747
dengxuhui
igpsport-mcp Claim
Analyze iGPSport cycling data with natural language, computing derived training…
N/A N/A
57748
hosanxiv
KiasuMiles Claim
MCP server that recommends the best credit card for miles based on your card st…
N/A N/A
57749
heldertnn-glitch
A local MCP server that integrates ProofJSON to assess invoices before payment,…
N/A N/A
57750
binhtrongg
A remote MCP server that enables searching for news articles on specific topics…
81
Showing 57701–57750 of 67286 servers