MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 3 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13101
pinion05
Same functionality, consuming only 1/20 of the context window tokens.
C 59 66 80 72 0 29 81 85
13102
Company-Gibraltar
company-gibraltar Claim
Gibraltar company tools: corporate tax, compliance deadlines, and PDF form gene…
C 59 64 76 55 0 50 95 80
13103
kabir-ti
MCP Server Claim 1
The MCP Server integrates APIs from the Youtube-Summarizer as tools within the …
C 59 54 66 20 N/A 20 95 86
13104
izzanzahrial
MCP Server Claim
A Python implementation of the Model Context Protocol (MCP) that connects clien…
C 59 55 66 26 26 77 96
13105
MyBlockcities
A template for creating custom tools for Cursor IDE using Model Context Protoco…
C 59 66 78 62 0 42 81 90
13106
ampcome-mcps
Allows AI assistants to interact with Square's connect API, providing access to…
C 59 66 78 66 0 41 81 87
13107
fotoetienne
gqai Claim
Define tools using regular GraphQL queries/mutations and gqai automatically gen…
C 59 54 92 35 N/A 49 89 18
13108
kukapay
An MCP server that delivers real-time market odds from Polymarket.
C 59 55 57 28 43 80 86
13109
kamath
Provide a Python-based MCP server implementation to enable integration of LLMs …
C 59 54 36 41 N/A 23 95 97
13110
BrayanTM
MCP Gastos Claim
Enables personal expense management through CSV storage, allowing AI agents to …
C 59 54 50 30 N/A 24 95 92
13111
clappia-dev
clappia-mcp Claim 1
An MCP server that provides Clappia workspace, forms, workflows, submissions, a…
C 59 54 57 48 N/A 29 77 76
13112
Ansvar-Systems
czech-law-mcp Claim
Czech legislation via MCP — full-text search across statutes and provisions
C 59 66 90 33 0 59 83 91
13113
jkf87
HWP MCP Server Claim
A Node.js server that implements Model Context Protocol (MCP) for controlling H…
C 59 54 62 31 N/A 32 84 80
13114
mndambuki
Enables creation and management of Word documents from markdown content, with s…
C 59 66 90 58 0 19 81 97
13115
Anilinfo2015
An MCP server that retrieves jokes from three different sources: Chuck Norris j…
C 59 55 53 17 49 83 100
13116
patw
Enables natural language queries against a MongoDB movie database to search fil…
C 59 55 60 25 37 82 90
13117
vinayak-mehta
mcp-browser-use Claim 1
An MCP server that connects any MCP client (like Claude or Cursor) with the bro…
C 59 55 47 23 64 81 91
13118
dmarsters
Provides a catalog of curated author writing styles and tools to blend or analy…
C 59 55 60 25 27 83 99
13119
mackenzienolan
Enables Claude to read, create, and update Google Docs through OAuth authentica…
C 59 66 78 65 0 26 82 97
13120
fernsugi
x402-api-server Claim
Pay-per-call DeFi data API for AI agents via x402 micropayments (USDC on Base).…
C 59 66 96 43 0 29 80 100
13121
Talismanic
URL Shortener MCP Claim
Provides a simple tool to shorten URLs using the CleanURI API, designed to run …
C 59 55 60 20 42 81 94
13122
nasir0md
Identifies high-risk patient cohorts and generates care gap closure plans using…
C 59 54 54 25 N/A 35 92 88
13123
erenozdemirrr
PitchLink MCP Claim 1
An MCP server that reads startup pitch drafts from Notion to provide comprehens…
C 59 55 33 70 30 81 80
13124
damerakd
MCP Weather Server Claim
Provides tools to retrieve current weather conditions and daily forecasts for c…
C 59 55 54 30 27 83 98
13125
ish-joshi
Leonardo MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to generate images u…
C 59 55 59 33 23 81 93
13126
byjit
Toolkits MCP Claim
A collection of image processing tools that enables users to optimize images, r…
C 59 54 48 30 N/A 31 92 93
13127
gws8820
ShippingTracker Claim
한국 택배 배송 조회를 위한 MCP 서버 MCP Server for Korean Shipment Tracking
C 59 55 46 30 43 81 100
13128
RobSpectre
mvf1 Claim
MCP server that controls [MultiViewer](https://multiviewer.app), an app for wat…
C 59 55 46 20 61 82 93
13129
Kyungpyo-Kim
Enables AI models like Claude to easily access and utilize subtitle data from Y…
C 59 55 80 35 34 81 54
13130
honeycombio
hny-mcp Claim 1
Server for interacting with Honeycomb observability data. This server enables L…
C 59 66 94 71 0 57 82 44
13131
irootsec
Integrates Shodan search capabilities into MCP-compatible applications for disc…
C 59 55 58 43 18 81 88
13132
dekstop
MCP-dev Claim
Custom MCP tools for local development that enable file system access, shell co…
C 59 54 60 18 N/A 21 95 99
13133
riosraul
A server-sent events (SSE) MCP server that runs on Azure Container Apps with AP…
C 59 55 54 38 23 81 97
13134
duriantaco
skylos Claim
Dead code, security, secrets detection and code quality for Python, TypeScript,…
C 59 64 84 26 0 84 83 89
13135
wfyi-joy
PDF Text Reader Claim
Extract text from local or online PDFs. Capture quotes and key sections for qui…
C 59 55 54 31 N/A 24 81 100
13136
GonTwVn
GonMCPtool Claim 2
A TypeScript-based Model Context Protocol toolkit that enables AI to interact w…
C 59 55 54 82 N/A 46 89 16
13137
mtib
A dockerized Python MCP server that manages flash card projects using OpenAI em…
C 59 55 68 27 16 76 100
13138
vwinterdev
Provides access to PrimeVue documentation through MCP, enabling retrieval of co…
C 59 55 60 61 26 81 55
13139
jessicayanwang
Fetch latest and historical currency exchange rates from Frankfurter. Convert a…
C 59 66 66 61 0 54 81 94
13140
Yevanchen
Exposes Dify applications (both Chatflow and Workflow) as MCP (Model Context Pr…
C 59 55 72 36 20 81 74
13141
kumr192
Provides secure, remote access to the Oracle Fusion Cloud Accounts Receivable R…
C 59 66 78 71 0 28 80 88
13142
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 54 42 38 N/A 19 95 100
13143
intersective
An integration server that allows AI models to query Practera's GraphQL API for…
C 59 66 68 70 0 50 81 85
13144
leezhuuuuu
Skills MCP Claim
A package manager for AI agents that connects LLMs to a global registry of capa…
C 59 64 54 68 0 44 95 100
13145
Sauravmehto
Provides comprehensive stock intelligence workflows by integrating data from mu…
C 59 55 60 82 25 77 35
13146
abhijeetka
A server that enables LLMs to manage Kubernetes clusters through natural langua…
C 59 55 68 25 23 81 94
13147
ddkang1
MCP Memory Claim 1
An MCP server implementing memory solutions for data-rich applications using Hi…
C 59 55 45 28 49 80 98
13148
aafjes
Enables searching and retrieving information from the ClinicalTrials.gov databa…
C 59 66 100 50 0 27 81 85
13149
peidaqi
Enables LLMs to retrieve stock market data and financial information from Yahoo…
C 59 55 62 17 36 82 99
13150
guangxiangdebizi
QMT-MCP Claim
QMT-MCP 模块化量化交易助手
C 59 54 54 36 N/A 21 90 86
Showing 13101–13150 of 30006 servers
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