MCP Server Quality Scores

Independent quality analysis of 44526 public MCP servers

44526
Discovered
29496
Scored
2111
Verified
16952
Complete

Last updated 2 hours ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2251
yonaka15
mcp-pyodide Claim
A Pyodide server for executing Python code by Large Language Models (LLMs) via …
B 78 54 90 60 N/A 41 95 94
2252
hao-cyber
phone-mcp Claim 1
A phone control plugin for MCP that allows you to control your Android phone th…
B 78 55 70 82 N/A 51 89 92
2253
malaksedarous
Provides AI coding assistants with context optimization tools including targete…
B 78 55 90 65 64 80 87
2254
dp-veritas
Obsidian MCP Tools Claim 1
A read-only toolkit for searching and analyzing Markdown note directories and O…
B 78 54 88 65 N/A 49 90 90
2255
svnscha
Bridges AI models with WinDbg for crash dump analysis and remote debugging.
B 78 54 71 61 N/A 97 80 92
2256
danjdewhurst
An MCP server that allows AI assistants to manage todo lists stored in a simple…
B 78 55 71 100 N/A 42 95 68
2257
WuodOdhis
Enables AI agents to perform cross-chain bridging operations using natural lang…
B 78 55 96 66 47 81 91
2258
ah-wq
Wraps local multimodal CLIs (Google Gemini CLI and Qwen CLI) as MCP tools, enab…
B 78 55 90 100 N/A 46 95 40
2259
baryhuang
mcp-headless-gmail Claim
A MCP (Model Context Protocol) server that provides get, send Gmails without lo…
B 78 55 96 66 N/A 47 81 92
2260
Octodet
Read/write Elasticsearch mcp server with many tools
B 78 55 78 73 66 76 95
2261
T-hash06
HeroUI MCP Server Claim
A high-quality, open-source Model Context Protocol (MCP) server that bridges AI…
B 78 54 84 61 N/A 45 95 100
2262
zcaceres
markdownify-mcp Claim 1
An MCP server to convert almost any file or web content into Markdown
B 78 54 75 58 N/A 63 94 100
2263
davidan90
time-node-mcp Claim 1
Timezone-aware date and time operations with support for IANA timezones, timezo…
B 78 54 90 57 N/A 38 94 100
2264
ferryzhao-eng
leiga-mcp-server-test Claim 1
B 78 54 78 71 N/A 44 90 98
2265
Livus-AI
Enables AI agents to programmatically create, manage, and execute independent P…
B 78 55 72 82 N/A 46 95 90
2266
RuKapSan
Railway MCP Server Claim 1
Enables management of Railway.app infrastructure through natural language, incl…
B 78 55 78 100 53 95 55
2267
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2268
CodeLogicIncEngineering
codelogic-mcp-server Claim 2
An MCP Server to utilize Codelogic's rich software dependency data in your AI p…
B 78 54 81 63 N/A 82 81 87
2269
hi5d
AMC MCP Server Claim
Provides a comprehensive movie booking experience for AMC Theatres, enabling us…
B 78 55 78 82 39 81 99
2270
Lexpedite
Enables interaction with the Blawx API to discover project ontologies, ask ques…
B 78 55 84 72 45 81 98
2271
hfredrick69
Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google…
B 78 55 84 73 55 81 90
2272
SaptaDey
Enable advanced AI reasoning workflows using graph-based thought representation…
B 78 54 94 58 N/A 37 95 93
2273
sendforsign
Enables interaction with the SendForSign API to list document templates and rea…
B 78 55 72 100 49 81 81
2274
shopper-context-protocol
SCP Local MCP Server Claim 1
Enables secure access to customer e-commerce data (orders, loyalty points, offe…
B 78 55 78 100 N/A 43 95 60
2275
arpitbatra123
mcp-googletasks Claim 1
An MCP server to interface with the Google Tasks API
B 78 55 73 76 56 80 100
2276
roizenlabs
SportIntel MCP Server Claim 1
Provides AI-powered sports analytics for Daily Fantasy Sports (DFS) with real-t…
B 78 55 90 72 48 80 90
2277
diegofornalha
BlenderMCP Claim 1
BlenderMCP enables Claude AI to directly interact with and control Blender for …
B 78 55 66 82 N/A 42 95 97
2278
devizor
macOS Notification MCP
B 78 55 60 82 N/A 50 95 99
2279
SuperPiTT
Provides Claude with persistent memory and learning capabilities through 10 aut…
B 78 54 84 61 N/A 58 90 92
2280
lgazo
Draw.io MCP Server Claim
Enables AI agents to programmatically create, modify, and analyze Draw.io diagr…
B 78 55 74 57 91 80 98
2281
YimingYAN
fivetran-mcp Claim 1
MCP server for Fivetran API - manage syncs, check status, and control data pipe…
B 78 55 67 82 N/A 63 77 100
2282
AlexanderLawson17
revettr-mcp Claim
Counterparty risk scoring for agentic commerce via x402 micropayments.
B 78 44 66 58 95 92
2283
nailuoGG
anki-mcp-server Claim 1
MCP server for Anki via AnkiConnect
B 78 55 52 100 N/A 45 95 95
2284
Panth1823
Provides real-time and historical Formula 1 racing data through the Model Conte…
B 78 55 84 70 52 82 95
2285
wwwwujl
Yuque MCP Claim 2
Yuque MCP server with safe read/write tools for groups, group members, reposito…
B 78 54 84 62 N/A 72 81 88
2286
aringadre76
Enables comprehensive academic research by searching and analyzing papers from …
B 78 55 88 68 59 81 86
2287
vishwajeetdabholkar
Extracts clean markdown content from web pages using Playwright, automatically …
B 78 55 90 100 N/A 23 95 58
2288
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
2289
krulewis
tokencast Claim
Pre-execution cost estimation for LLM agent workflows with calibration learning
B 78 44 67 N/A N/A 51 95 96
2290
drewburchfield
Search Help Scout conversations, customers, organizations, threads, and inboxes…
B 78 55 100 42 N/A 75 81 93
2291
opendedup
Transforms high-level business intents into structured Data Product Requirement…
B 78 55 96 58 44 82 100
2292
Contentrain
Enables AI agents to manage Contentrain CMS content, models, and assets with au…
B 78 55 73 100 N/A 50 75 84
2293
jrandolf
par5-mcp Claim
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
B 78 55 49 100 N/A 55 95 87
2294
az9713
Enables AI assistants to access Hacker News content through 9 comprehensive too…
B 78 55 94 75 23 81 100
2295
vinny1575
Custom version of vibecheck
B 78 55 96 53 61 81 95
2296
detailobsessed
unblu Claim
Token-efficient MCP server for 300+ Unblu API endpoints
B 78 54 80 63 N/A 85 78 86
2297
SojiroPopo
Exposes ArcGIS Pro geoprocessing capabilities to LLMs via the arcpy library, en…
B 78 44 84 N/A N/A 25 95 95
2298
EvilFreelancer
openapi-to-mcp Claim 1
Turns any OpenAPI/Swagger API into an MCP server. One MCP tool per endpoint, St…
B 78 55 90 68 N/A 59 81 86
2299
nicklaustrup
Spotify MCP Server Claim
Enables interaction with Spotify through natural language for music discovery, …
B 78 54 84 72 N/A 28 95 99
2300
CryptoAPIs-io
mcp-utils Claim 3
MCP server for address derivation and encoding utilities across multiple blockc…
B 78 64 81 76 93 37 83 84
Showing 2251–2300 of 44526 servers
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