MCP Server Quality Scores

Independent quality analysis of 66484 public MCP servers

66484
Discovered
31817
Scored
2112
Verified
16953
Complete

Last updated 6 hours, 28 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10201
Calvin-Francis
Memory MCP Claim 1
A Model Context Protocol server that provides AI assistants with persistent sem…
C 66 55 69 43 42 83 90
10202
scaryrawr
An MCP server that enables LLMs to count occurrences of specific letters within…
C 66 54 41 63 N/A 31 95 100
10203
atlanhq
atlan-mcp-server Claim 1
MCP server for interacting with Atlan services including asset search, updates,…
C 66 55 59 41 73 84 81
10204
luebken
Playlist-MCP Claim
An experimental MCP server that makes YouTube playlist transcripts available fo…
C 66 54 78 25 N/A 38 95 87
10205
Howe829
A server that enables web searches using different providers (currently Bing) a…
C 66 55 66 45 43 82 94
10206
rafael-pina
Polymarket MCP Server Claim 1
Enables AI assistants to query Polymarket prediction markets, accessing real-ti…
C 66 55 60 62 26 82 95
10207
apvlv
Allows AI assistants like Claude to directly interact with and control DaVinci …
C 66 54 72 31 N/A 49 77 100
10208
jbchouinard
A Model Context Protocol (MCP) server that allows interaction with PDF and EPUB…
C 66 54 66 33 N/A 35 92 100
10209
fakoli
MCP AI Bridge Claim 1
A secure Model Context Protocol server that enables Claude Code to connect with…
C 66 55 78 62 46 81 54
10210
Qyusu
An MCP server that provides static validation and documentation lookup for quan…
C 66 55 57 58 42 80 92
10211
yzfly
The Excel MCP Server is a powerful tool that enables natural language interacti…
C 66 55 51 82 N/A 25 81 84
10212
Willval117
Odoo MCP Server Claim 1
An implementation that integrates with Odoo ERP systems, enabling AI assistants…
C 66 55 66 72 18 80 81
10213
kychee-com
Run402 Claim 1
x402 pay-per-call infra for agents: $0.03 image generation, Postgres, auth, sto…
C 66 55 72 58 71 80 49
10214
qso-graph
ionis-mcp Claim
MCP server for HF radio propagation analytics using 175M+ aggregated signatures…
C 66 54 72 31 N/A 38 91 92
10215
kmwebnet
CO2 Sensor MCP Server Claim 1
A Node.js application that provides a JSON-RPC interface to interact with CO2 s…
C 66 54 94 26 N/A 20 95 80
10216
baryhuang
A Model Context Protocol server that enables Claude to execute Python code usin…
C 66 55 79 40 42 81 84
10217
apappascs
An MCP server implementation that integrates the Tavily Search API, providing o…
C 66 55 79 38 38 81 90
10218
Adyen
adyen-mcp Claim
Typescript library for integrating Adyen APIs via an MCP server
C 66 66 90 70 0 66 82 93
10219
hagsmand
mcp-server-starrocks Claim 1
This MCP server provides connection to Starrocks allows you to explore this que…
C 66 55 84 28 41 81 92
10220
olgasafonova
Query ProductPlan roadmaps. Access OKRs, ideas, launches, and timeline data.
C 66 64 96 43 0 81 83 100
10221
gangejsun
ChillMCP Claim
Enables AI agents to take breaks and manage stress levels through 8 different b…
C 66 54 82 28 N/A 19 95 97
10222
bcperry
An MCP server that provides Xbox controller emulation capabilities, allowing us…
C 66 54 39 60 N/A 39 95 100
10223
physictim
THSRC MCP Server Claim
Enables real-time Taiwan High Speed Rail (THSRC) information queries including …
C 66 55 54 82 42 81 64
10224
lourencomaciel
sift-gateway Claim
Reliability gateway for AI tool output: schema-stable, secret-safe, pagination-…
C 66 64 90 42 0 86 87 100
10225
kukapay
crypto-indicators-mcp Claim 2
An MCP server providing a range of cryptocurrency technical analysis indicators…
C 66 55 51 100 52 83 39
10226
nklymok
Exposes Monobank personal account data through MCP tools, allowing users to fet…
C 66 55 60 68 21 81 92
10227
MaxiGarcia13
My First MCP Claim
A simple tutorial MCP server that provides a basic addition tool for adding two…
C 65 55 66 47 27 81 97
10228
Devansh-365
A Python-based MCP server that enables AI assistants to search for infographics…
C 65 55 72 46 27 81 93
10229
gscfwid
A Model Context Protocol server that provides access to National Comprehensive …
C 65 54 49 43 N/A 42 95 95
10230
jlankellii
Star MCP Claim
A comprehensive Model Context Protocol service providing zodiac information que…
C 65 55 72 100 33 81 23
10231
flowzap-xyz
flowzap-mcp Claim 1
Create workflow, sequence, and architecture diagrams using FlowZap Code DSL. 7 …
C 65 66 94 67 0 50 82 92
10232
terisuke
A simple service using Model Context Protocol (MCP) to provide weather informat…
C 65 55 54 100 43 81 39
10233
r3-yamauchi
blastengine-mailer Claim
A TypeScript-based MCP server that implements an email sending system, allowing…
C 65 54 72 25 N/A 37 95 94
10234
da-okazaki
An MCP (Model Context Protocol) server that provides seamless integration betwe…
C 65 66 84 71 0 61 81 97
10235
VatsKan
MCP Gmail Server Claim
Enables users to read unread emails and create drafts in Gmail via the Model Co…
C 65 54 62 37 N/A 34 90 100
10236
dkb12138ggg
A powerful AI service platform that provides complete MCP tool calling capabili…
C 65 55 74 33 41 81 93
10237
IKoreyoshiI
NetBrain MCP Claim
An open-source network operations integration platform that connects large lang…
C 65 55 66 53 28 77 96
10238
markswendsen-code
panera Claim 2
MCP server for Panera Bread - browse menu, customize orders, place pickup
C 65 54 51 61 N/A 21 87 100
10239
lokeswaran-aj
AWS MCP Server Claim
Enables management and provisioning of AWS resources like EC2, S3, and RDS usin…
C 65 55 78 60 44 81 51
10240
hanku4u
eBay MCP Server Claim
Enables AI assistants to search eBay listings, track item prices over time, and…
C 65 55 72 31 45 82 94
10241
mohdhaji87
Exposes Nmap network scanning capabilities through a Model Context Protocol (MC…
C 65 55 66 82 N/A 29 95 40
10242
mfteloglu
Spotify MCP Server Claim
Enables control of Spotify playback and management of liked songs through natur…
C 65 54 60 35 N/A 41 90 100
10243
chrishart0
searchconsole-mcp Claim
Provides read-only access to Google Search Console data, allowing AI assistants…
C 65 55 64 32 48 83 97
10244
netflyapp
Enables management of FluentCRM marketing automation directly from Cursor, incl…
C 65 55 94 65 28 81 39
10245
hollanddd
Enables AI agents to access comprehensive Pokémon data through PokeAPI, includi…
C 65 55 54 62 23 81 100
10246
aallsbury
qb-time-mcp-server Claim 1
Provides unified access to QuickBooks Time API functionality. This server conso…
C 65 55 82 43 36 78 79
10247
nikhil-grayscale
Enables searching the National Library Board Singapore catalogue by title, auth…
C 65 55 68 42 40 81 92
10248
RenzoReccio
A demonstration implementation of Model Context Protocol (MCP) using NestJS fra…
C 65 55 80 52 21 81 80
10249
Comzee
A comprehensive MCP server that provides Claude AI with full access to YouTube …
C 65 66 84 71 0 64 81 91
10250
ggerve
Provides tools for accessing coding style guidelines and best practices for var…
C 65 54 66 25 N/A 37 94 100
Showing 10201–10250 of 66484 servers
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