MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12351
paichart
MCP Hub: AI service discovery, per-user OAuth, and multi-service workflow orche…
C 61 55 76 10 42 81 95
12352
rokith
A deployable Cloudflare Workers service that implements Model Context Protocol …
C 61 55 48 68 26 84 71
12353
receptopalak
PostGIS MCP Server Claim 1
A server application that provides PostGIS database connection using Model Cont…
C 61 55 72 75 24 81 34
12354
dubin555
ClickHouse MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to securely interact…
C 61 55 57 32 40 78 100
12355
Yoshua-Carrera
Python MCP Server Claim
A demonstration MCP server built with fastmcp that provides basic utility tools…
C 61 54 60 30 N/A 26 95 91
12356
mashrur-rahman-fahim
AI-powered delivery dispatch management system with 29 tools for managing order…
C 61 66 84 71 0 27 80 95
12357
Jordan-Jarvis
A Model-Context-Protocol server for Cursor IDE that monitors and terminates hun…
C 61 54 54 33 N/A 36 92 88
12358
sudomock
SudoMock Claim
Product mockup rendering API for e-commerce and print-on-demand. Upload Photosh…
C 61 55 76 10 57 69 98
12359
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12360
TacKana
Enables users to find and get recommendations for Chinese SIM card plans throug…
C 61 55 72 71 27 81 38
12361
sunhuiowo
MCP_3 Claim
Provides paper search and management capabilities along with weather queries, d…
C 61 55 72 25 24 81 96
12362
kami2k1
MCP MySQL Server Claim
Enables full control database operations on MySQL through natural language comm…
C 61 55 66 33 16 81 100
12363
jekakos
Enrich user data by adding social network links based on provided personal info…
C 61 66 96 51 0 29 81 100
12364
osinmv
MCP server for function signature lookups.
C 61 54 51 31 N/A 33 90 98
12365
sargioboys51
A deployable Model Context Protocol server that runs on Cloudflare Workers with…
C 61 55 48 68 21 81 82
12366
Kohei-Suzuki22
Weather MCP Server Claim
Provides weather information tools including US state weather alerts and locati…
C 61 55 54 38 27 81 100
12367
miguelyad26
Alpaca MCP Server Claim 1
A Model Context Protocol server that enables LLMs like Claude to interact with …
C 61 55 51 43 36 76 100
12368
DHKim327
Cyphers MCP Server Claim 3
An MCP server that integrates the Neople Cyphers Open API with AI assistants fo…
C 61 55 57 71 27 82 57
12369
zzstoatzz
A serverless MCP (Model Context Protocol) server deployed on Cloudflare Workers…
C 61 55 48 66 21 81 84
12370
bithou
A tool that allows deployment of a Model Context Protocol server on Cloudflare …
C 61 55 48 66 21 81 82
12371
eluc1a
MCP News Server Claim
A server providing access to news articles from various categories including te…
C 61 55 78 26 22 81 88
12372
MessengerFlow
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
C 61 66 76 68 0 55 80 92
12373
QuentinCody
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process…
C 61 54 60 47 N/A 26 84 83
12374
XeroAPI
xero-mcp-server Claim 1
An MCP server that integrates with Xeros API, allowing for standardized access …
C 61 55 45 39 57 81 89
12375
Leonamin
Naver Mail MCP Server Claim 1
An MCP server that enables users to interact with their Naver Mail account via …
C 61 54 57 62 N/A 21 95 56
12376
maplehilllabs
Enables Claude to search, retrieve, and analyze Lifelogs from Limitless AI thro…
C 61 66 73 70 0 54 80 93
12377
jacklatrobe
A cognitive scaffolding platform that helps AI agents break down complex tasks …
C 61 55 72 30 19 83 94
12378
tizee
MCP-Server-IETF Claim 1
A Model Context Protocol server that enables Large Language Models to search an…
C 61 55 45 38 42 84 98
12379
Pixel2075
Enables searching and retrieving CAIE past-paper questions with filters for sub…
C 61 54 60 33 27 90 89
12380
the1carver
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
C 61 55 48 68 21 81 81
12381
zig-wasm
Zig Docs MCP Claim
Provides up-to-date Zig standard library and builtin function documentation via…
C 61 64 84 31 0 69 88 100
12382
S1R15H
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get …
C 61 55 66 33 19 81 99
12383
ghchen99
A Model Context Protocol server that provides programmatic control over MuseSco…
C 61 54 51 22 N/A 50 94 91
12384
ciJaein
Basic MCP Server Claim
A minimal template MCP server demonstrating basic tools, resources, and prompts…
C 61 55 54 66 27 81 71
12385
AmritanshuPrashar
An automated trading bot that interfaces with Zerodha to execute stock trades, …
C 61 54 54 50 N/A 21 95 76
12386
henrydyson
MCP WebSocket Server Claim 1
A WebSocket-based MCP server that enables mail operations including retrieval, …
C 61 55 78 31 21 80 85
12387
catwhisperingninja
Discover crypto trading pairs across supported chains on DexScreener. Fetch up-…
C 61 66 78 70 0 49 80 90
12388
WaiYanNyeinNaing
A minimal example server implementing the Model Context Protocol, providing add…
C 61 55 60 40 19 81 100
12389
ahtishamdilawar
Connects AI assistants to the FAST-NUCES Flex Student Portal, enabling students…
C 61 54 54 38 N/A 24 91 96
12390
andyfe76
CouchDB MCP Server Claim 1
Provides tools for interacting with CouchDB databases, enabling document manage…
C 61 66 84 53 0 48 80 99
12391
kwp-lab
Track and browse RSS feeds with ease. Fetch the latest entries from any feed UR…
C 61 66 78 65 0 49 82 90
12392
ACSGenUI
Enables access to AEM block metadata by reading structured information from blo…
C 61 54 56 25 N/A 28 95 100
12393
pl974
Enables interaction with the Internet Archive's Wayback Machine to save web pag…
C 61 66 78 66 0 47 81 97
12394
joeguo911
MCP Demo Server Claim
A demonstration server based on Model Context Protocol (MCP) that showcases how…
C 61 55 72 75 23 81 37
12395
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 66 84 66 0 46 81 87
12396
anishadesai5
Pokemon MCP Server Claim
Enables users to fetch detailed Pokémon data, build tournament squads, and simu…
C 61 55 62 31 30 81 97
12397
0xCarbon
qt-mcp Claim 2
An MCP server for inspecting, debugging, and interacting with PySide6 desktop a…
C 61 54 45 26 N/A 58 92 89
12398
anvikasa
Enables interaction with Cisco network devices through the RADKit SDK, allowing…
C 61 55 54 35 45 81 93
12399
will-garrett
debugpy-mcp Claim 1
An MCP server that enables agents to attach debugpy to running Python processes…
C 61 54 45 62 N/A 30 87 75
12400 C 61 54 30 57 N/A 21 95 98
Showing 12351–12400 of 67226 servers
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