MCP Server Quality Scores

Independent quality analysis of 56925 public MCP servers

56925
Discovered
29777
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 16 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12501
yantrix-ai
22 MCP tools for AI agents: crypto prices and trading signals (53 coins), stock…
C 61 55 84 0 37 81 100
12502
Pixel2075
Enables searching and retrieving CAIE past-paper questions with filters for sub…
C 61 54 60 33 27 90 89
12503
tomkingchen
A deployable authentication-free MCP (Model Context Protocol) server on Cloudfl…
C 61 55 48 65 22 81 82
12504
Thomasneatbiggers
Perplexity-Comet-MCP Claim 1
Connects Claude Code to the Perplexity Comet browser to enable autonomous web b…
C 61 64 68 61 0 56 90 99
12505
freesolo-co
Clado MCP Server Claim
Enables LinkedIn data operations including user search, profile enrichment, con…
C 61 55 54 65 43 81 58
12506
scmcphub
Infercnv-MCP Claim
Provides a natural language interface for inferring Copy Number Variations (CNV…
C 61 55 68 61 39 82 44
12507
piotrpalek
MCP Think Tool Claim 1
An MCP server implementation of Anthropic's Think Tool prompt engineering techn…
C 61 55 39 100 18 81 55
12508
radzevich
FFmpeg MCP Server Claim
Enables secure video and audio processing using FFmpeg commands in an isolated …
C 61 54 48 25 N/A 43 95 99
12509
anpy-j
MCP Oracle Server Claim 1
A Model Context Protocol server that enables Claude to access and interact with…
C 61 54 45 30 N/A 38 95 98
12510
Files-com
python-mcp Claim
Securely give LLMs controlled access to real-world operations inside your Files…
C 61 64 76 67 0 49 83 91
12511
mokemoke0821
Integration project for Model Context Protocol (MCP) servers with Claude Deskto…
C 61 55 80 51 27 81 50
12512
thanharmstrong86
A multi-server system that converts PDF documents to Markdown format using Fast…
C 61 55 60 33 29 81 100
12513
arjunkmrm
Search the web, images, videos, news, and local businesses with robust filters,…
C 61 66 78 68 0 53 81 90
12514
ChengHua926
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 61 55 48 68 27 83 71
12515
leaveanest
Enables access to SORACOM IoT platform data including Harvest sensor data, file…
C 61 55 54 42 47 81 81
12516
apasupul
Enables anonymization and deanonymization of sensitive data in text using Micro…
C 61 55 48 51 19 81 100
12517
iportilla
A cloud-deployable math tool server that provides calculator capabilities to lo…
C 61 55 56 30 43 82 94
12518
Sunwood-ai-labs
A simple note-taking MCP server that allows storing and summarizing notes with …
C 61 54 72 25 N/A 15 95 89
12519
rkmonarch
SVM-MCP Claim 1
A Model Context Protocol server that connects Claude AI with SOON and other SVM…
C 61 55 39 55 27 81 100
12520
henihaddad
GCP MCP Claim
Enables managing Google Cloud Platform resources through natural language comma…
C 61 55 60 43 28 74 96
12521
zipsmart-ai
A deployable Model Context Protocol server on Cloudflare Workers that enables c…
C 61 55 48 65 21 81 85
12522
notsedano
A Model Context Protocol server that provides comprehensive Formula One racing …
C 61 55 39 91 54 81 38
12523
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
12524
vishnumallela
Zendesign MCP Server Claim 1
An MCP server that allows Cursor users to fetch real-time information about Zen…
C 61 54 45 31 N/A 42 95 93
12525
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
12526
yfcyfc123234
ShowDoc MCP Server Claim
Automatically fetches API documentation from ShowDoc and generates Android code…
C 61 55 72 38 24 81 83
12527
eugenregehr
octoboost Claim
Analyze multiple URLs with categorized SEO / GEO checks and scored results.
C 61 64 84 65 0 32 83 94
12528
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 66 84 66 0 46 81 87
12529
stephenjhsu
A FastAPI-based server that provides tools for local file management and Databr…
C 61 55 66 41 16 81 94
12530
ahmedmustahid
PostgreSQL MCP Server Claim 1
A Model Context Protocol server providing dual transport (HTTP and Stdio) acces…
C 61 55 57 43 33 78 91
12531
judyfang0108
An MCP server for MySQL databases that enables schema exploration, query execut…
C 61 55 51 62 25 76 87
12532
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
12533
DevCycleHQ
mcp Claim
DevCycle MCP server for feature flag management
C 61 66 84 43 0 73 81 94
12534
qingfeng
Provides AI assistants with access to real-time DeFi lending rates and yield da…
C 61 66 94 56 0 39 82 92
12535
BishalJena
Provides real-time crop price data from Indian government sources and agricultu…
C 61 55 78 40 34 81 63
12536
armand0e
Enables AI-powered searches through a local Perplexica instance with multiple f…
C 61 64 78 52 0 59 95 88
12537
16Coffee
A Model Context Protocol server providing comprehensive financial data from Yah…
C 61 54 45 43 N/A 43 90 87
12538
yescay
emailmcp Claim
C 61 54 58 27 N/A 37 90 90
12539
kukapay
uniswap-poolspy-mcp Claim 1
An MCP server that tracks newly created liquidity pools on Uniswap across multi…
C 61 55 49 47 38 81 92
12540
agentventure
Weather MCP Server Claim 1
An MCP server that provides weather information and alerts for US locations usi…
C 61 55 57 40 23 81 100
12541
zhaoxin34
MCP Server for MySQL Claim 2
A Model Context Protocol server providing read-only access to MySQL databases, …
C 61 55 57 51 43 69 81
12542
miadisabelle
Facilitates structured creative thinking through sequential thought processing,…
C 61 55 60 26 48 82 93
12543
angrysky56
MCP-Creator-MCP Claim
A meta-MCP server that helps users create new MCP servers through AI guidance, …
C 61 55 72 33 23 81 88
12544
rein1225
Enables AI models to develop and automate RPG Maker MZ projects by creating map…
C 61 54 42 60 N/A 37 84 81
12545
dev-prajwal
An MCP server that automates code reviews through linting, testing, and git dif…
C 61 55 51 82 N/A 33 95 34
12546
isakskogstad
Provides access to Swedish Text-TV content from SVT including news, sports, wea…
C 61 66 94 61 0 28 83 94
12547
KO-Good-code
YApi MCP Server Claim
Enables reading and searching API documentation from YApi instances, allowing A…
C 61 55 72 37 27 81 80
12548
ChrisLAS
PodHome MCP Server Claim 1
An MCP server that integrates with the Podhome API to manage multiple podcast s…
C 61 55 45 38 48 82 97
12549
changheesong2020
seegene-bid-mcp Claim
C 61 64 86 71 0 26 90 81
12550
lloydzhou
Bitable MCP Server Claim
Provides access to Lark Bitable through the Model Context Protocol, allowing us…
C 61 55 76 32 26 76 87
Showing 12501–12550 of 56925 servers
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