MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29494
Scored
2111
Verified
16952
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1901
tuannvm
mcp-trino Claim 1
A Go implementation of a Model Context Protocol (MCP) server for Trino
B 79 54 69 68 90 81 95
1902
rowlando
Enables Claude to design strength workouts and push them directly to COROS watc…
B 79 55 78 73 68 81 93
1903
mbrummerstedt
Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measur…
B 79 54 70 68 69 92 99
1904
siva-sub
Provides comprehensive Singapore transport routing with real-time public transp…
B 79 55 92 75 41 82 92
1905
delorenj
Provides tools for discovering events at Madison Square Garden via the Ticketma…
B 79 55 94 70 47 82 91
1906
richard-gyiko
autogen-ext-mcp Claim 2
Turns Model Context Protocol server tools available in AutoGen >= v0.4
B 79 54 96 71 N/A 67 92 61
1907
bzsasson
Crawl websites, export SEO data, and manage crawls via Screaming Frog SEO Spide…
B 79 55 70 82 N/A 47 95 95
1908
aws-powertools
Enables LLMs to search through AWS Lambda Powertools documentation across multi…
B 79 55 80 82 67 81 82
1909
electricessence
Bridges AI assistants to a Telegram bot to enable two-way messaging, interactiv…
B 79 55 84 72 64 82 89
1910
michaelyuwh
Enables AI agents to securely connect to and query Microsoft SQL Server databas…
B 79 55 78 100 54 81 71
1911
JamsusMaximus
trainingpeaks-mcp Claim 1
Query TrainingPeaks workouts, analyze CTL/ATL/TSB fitness metrics, and compare …
B 79 54 100 46 N/A 51 90 98
1912
coingecko
Official CoinGecko API MCP Server for Crypto Price & Market Data. More detail…
B 79 55 84 61 87 81 87
1913
cordlesssteve
Webby MCP Server Claim 1
Provides comprehensive website validation across performance, accessibility, SE…
B 79 55 94 61 63 80 91
1914
todo-for-ai
Provides AI assistants with a standardized interface to interact with the Todo …
B 79 55 94 63 55 80 99
1915
Vvkmnn
claude-praetorian-mcp Claim 1
⚜️ An MCP server for context compaction and recycling in Claude Code
B 79 54 90 61 N/A 51 92 93
1916
rturv
MCP PDF Reader Claim 1
A Model Context Protocol server that enables the extraction of text, metadata, …
B 79 54 75 58 N/A 75 92 99
1917
alexarevalo9
ticktick-mcp-server Claim 1
MCP server for TickTick API enabling task management, project organization, hab…
B 79 55 88 100 41 94 56
1918
llmsresearch
paperbanana Claim
Open source implementation and extension of Google Research’s PaperBanana for a…
B 79 54 76 56 N/A 90 90 90
1919
RestDB
Enables AI agents to manage databases, deploy serverless JavaScript functions, …
B 79 55 86 100 54 81 63
1920
IndigoProtocol
cardano-mcp Claim
Cardano MCP — transactions, addresses, UTxOs, balances, ADAHandles & stake dele…
B 79 54 78 57 N/A 69 95 97
1921
yohasacura
Draw.io MCP Server Claim 2
Enables AI assistants to create and edit draw.io diagrams programmatically, sup…
B 79 55 63 82 N/A 74 95 81
1922
amazonbusiness
Provides AI-enabled access to Amazon Business API documentation, sample code, a…
B 79 55 72 100 44 81 91
1923
laundromatic
shopgraph Claim 1
Structured product data from the open web — Schema.org + AI extraction for e-co…
B 79 66 71 80 94 37 90 92
1924
omd0
Enables processing and translating SRT subtitle files with intelligent conversa…
B 79 55 78 100 N/A 31 95 75
1925
designcomputer
mysql_mcp_server Claim 1
MySQL database integration with configurable access controls, schema inspection…
B 79 54 90 52 N/A 72 87 96
1926
cafferychen777
ChatSpatial Claim
Natural language-driven spatial transcriptomics analysis with 60+ methods via M…
B 79 54 88 45 N/A 83 95 84
1927
tznthou
Simple Console MCP Claim 1
A minimal browser debugging MCP server that monitors Chrome Console logs and ex…
B 79 54 82 67 N/A 52 89 99
1928
openbnb-org
mcp-server-airbnb Claim 1
Provides tools to search Airbnb and get listing details.
B 79 55 96 60 61 83 91
1929
crunchtools
Secure MCP server for Google Search Console analytics, sitemaps, and URL inspec…
B 79 54 70 77 N/A 49 95 98
1930
Tommertom
plugwise-mcp Claim
TypeScript-based smart home automation server for Plugwise devices with automat…
B 79 54 84 68 N/A 48 95 93
1931
Braffolk
Provides summarised output from various actions that could otherwise eat up tok…
B 79 54 90 71 N/A 51 84 92
1932
scottlepp
Jira MCP Server Claim 1
Provides AI models with full access to Jira Cloud functionality, enabling issue…
B 79 55 94 100 57 81 49
1933
WGDevelopment
YNAB MCP Server Claim 1
A minimal and auditable MCP server that enables local AI assistants to read and…
B 79 55 82 76 51 82 100
1934
typing233
edu_video_gen Claim
edu_video_gen
B 79 66 84 86 76 58 81 83
1935
always-further
AgentUp Claim
Portable , scalable , secure AI Agents
B 79 54 86 43 N/A 79 95 93
1936
Bigsy
shadow-cljs-mcp Claim 1
A Model Context Protocol server that monitors shadow-cljs builds and provides r…
B 79 55 79 87 40 81 100
1937
aslamanver
Enables AI assistants to interact with Clockify time tracking API to manage tim…
B 79 55 82 72 54 80 100
1938
finianoneill
A production-ready Model Context Protocol server that provides mathematical cal…
B 78 54 90 58 N/A 37 95 100
1939
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
1940
Panth1823
Provides real-time and historical Formula 1 racing data through the Model Conte…
B 78 55 84 70 52 82 95
1941
kc0ed
Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ t…
B 78 54 90 53 N/A 43 95 98
1942
moltobene-studio
Manages agent certification by tracking trust scores, capabilities, and test re…
B 78 55 90 62 47 82 100
1943
lasso-security
mcp-gateway Claim
Acts as an intermediary between LLMs and other MCP servers, centralizing manage…
B 78 54 96 33 N/A 74 91 98
1944
writingmate
Sora 2 MCP Server Claim 1
Enables video generation through OpenAI's Sora 2 API, allowing users to create,…
B 78 55 96 65 43 74 100
1945
hfredrick69
Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google…
B 78 55 84 73 55 81 90
1946
vishwajeetdabholkar
Extracts clean markdown content from web pages using Playwright, automatically …
B 78 55 90 100 N/A 23 95 58
1947
07freedom
M-Team MCP Server Claim
Enables AI assistants to interact with the M-Team private torrent tracker API f…
B 78 55 68 82 68 80 95
1948
dylancaponi
An actively maintained fork of the official Google Drive MCP server that enable…
B 78 54 90 68 33 87 99
1949
rsmdt
multimodal Claim 2
Multi-provider media generation — images, video, audio, and transcription via a…
B 78 55 82 100 N/A 76 58 73
1950
thesammykins
Enables AI agents to track, search, and retrieve their progress across projects…
B 78 55 78 65 74 82 93
Showing 1901–1950 of 44526 servers
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