MCP Server Quality Scores

Independent quality analysis of 66518 public MCP servers

66518
Discovered
31827
Scored
2112
Verified
16953
Complete

Last updated 7 hours, 10 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
48901
RobsonAdvincula
Enables AI agents to integrate the SIBS payment gateway, providing tools for cr…
N/A N/A
48902
ravenyeh
Provides real-time stock quotes, technical analysis, and intelligent trading re…
81
48903
JoeCardoso13
resend Claim
Provides access to the Resend API, enabling AI assistants to list and retrieve …
N/A N/A
48904
shermozle
lms-mcp Claim
MCP server that provides LLM tools to interact with Lyrion Music Server (LMS), …
48905
rishapgandhi
Quick Design Claim
An MCP server that generates professional design artifacts (HTML, PDF, PPTX) in…
N/A N/A
48906
DaymaNKinG990
A sophisticated task orchestration system with role-based workflow management a…
48907
wulfitect
A Model Context Protocol server that provides comprehensive GitHub integration …
81
48908
profitpather
Profitpather Claim
First-party unsampled Shopify analytics MCP — sessions, attribution, funnels, l…
48909
jaij52
A FastAPI MCP server that provides access to NewsAPI.org for fetching top headl…
N/A N/A
48910
Simple4uhq
SAE4U Memory Claim
Provides persistent memory for Claude with hierarchical categorization, cross-c…
N/A N/A
48911
Va1bhav512
Reverse-engineers design videos and images into structured frontend implementat…
N/A N/A
48912
butterbase-ai
butterbase Claim
AI-native open-source backend-as-a-service. Manage Postgres with RLS, auth, fil…
48913
rodrigoss384
Local MCP server to access Obsidian vault via the obsidian-local-rest-api, with…
N/A N/A
48914
Tlechanteur
Enables AI assistants to control Adobe InDesign for automated publishing workfl…
N/A N/A
48915
ezedonovan
Enables AI assistants to query Pixalate's analytics, fraud detection, and enric…
48916
noboru-i
Enables you to manage and automate interactions with Nature Remo devices, inclu…
48917
David3Emmanuel
Exposes your todo-tree task list as MCP tools for reading and managing tasks vi…
48918
accoutmissing
Enables users to leverage a mixture-of-agents architecture where multiple AI mo…
48919
dbtkd1801
chat Claim
N/A N/A 95
48920
alvaromunoz-gk
Read-only MCP server for Hevo Data API, enabling monitoring of pipelines, objec…
48921
preludeorg
Enables searching and retrieving documentation for the Rust windows crate API t…
N/A N/A
48922
smith-horn
Skillsmith Claim
An agent skill discovery, recommendation, and management system for MCP-compati…
N/A N/A
48923
autopaylab
merchant-mcp Claim
A universal MCP server that provides a single merchant interface for AI agents …
48924
SocietyCamarai
n8n-mcp Claim
Enables AI models to manage workflows, credentials, nodes, templates, and monit…
N/A N/A
48925
onatozmenn
KlinikMCP Claim
A drug and clinical information MCP server for Turkish healthcare professionals…
48926
lizhongxuan
browser-mcp Claim
An MCP server that enables AI coding tools to control a browser for automated a…
N/A N/A
48927
jsitla
Provides 19 tools for web search, content fetching, and extraction, including D…
N/A N/A
48928
theperrygroup
Dotloop MCP Claim
Read-only MCP server for Dotloop that exposes safe read tools for accounts, pro…
48929
Jiskta
jiskta-mcp Claim
Provides AI assistants with direct access to historical air quality, ERA5 meteo…
48930
wikidjon
openfinclaw Claim
Enables quant research, strategy development, backtesting, and paper trading th…
48931
gyh20062008-commits
re-ios Claim
MCP server for iOS reverse engineering, enabling static analysis of IPA/Mach-O …
N/A N/A
48932
ettomarett
MCP server for AI agents to control Google Chrome via Playwright with full ifra…
N/A N/A
48933
0xK3vin
vikunja-mcp Claim
Connect your AI assistant to Vikunja, the open-source task manager. This MCP se…
48934
kydlikebtc
Provides comprehensive Binance trading capabilities through Claude Desktop, inc…
48935
Parvesh776
An MCP server that turns Kali Linux into an AI-driven penetration testing power…
48936
AniruddhaShukla
Provides access to the National Park Service API, enabling natural language que…
48937
iceener
Streamable HTTP MCP server for YouTube that enables video search, channel explo…
48938
Duranta19
Tracks a user's activity by trace ID from application logs stored in ClickHouse…
48939
windsornguyen
Provides comprehensive access to Open-Meteo weather APIs, including forecasts, …
48940
sourknives
Enables natural language interaction with Sleeper Fantasy Football API data, al…
48941
print-yuhuan
A MCP server that exposes QQ bot capabilities over Streamable HTTP, enabling cl…
48942
MindsetConsulting
sflight-mcp Claim
Enables natural language querying of SAP flight data (airlines, flights, bookin…
48943
nusawave
Provides tools to read local git repositories and fetch public web pages withou…
N/A N/A
48944
cyanheads
Search artists, releases, recordings, works, and labels; traverse relationships…
48945
Baneado98
A template for MCP servers that enforces a paywall gate, offering free local ex…
48946
HypaSMarty
Enables AI agents to interact with Eclipse SUMO traffic simulations, automating…
N/A N/A
48947
sjgant80-hub
MCP server exposing foldkit's 7-prime spine, κ-bands, and fold operations as to…
N/A N/A
48948
pvliesdonk
Enables searching, tagging, uploading, and reading documents in Paperless-NGX, …
48949
raul-villar-ai
Exposes six Neo4j graph tools for tracing data lineage, checking compliance bou…
48950
Ingholt-Consult
TimeLog MCP Claim
A localhost server that enables Claude to administer a firm's TimeLog account v…
N/A N/A
Showing 48901–48950 of 66518 servers
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