MCP Server Quality Scores

Independent quality analysis of 47403 public MCP servers

47403
Discovered
29583
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 22 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7351
eliasbiondo
Enables searching and scraping of LinkedIn for structured data on people, compa…
B 70 55 76 40 56 83 94
7352
jimbul
MCP server that provides Claude AI assistants with the ability to search the we…
B 70 55 54 65 56 80 95
7353
flagify-com
Enables network security scanning using Nmap through MCP protocol. Supports qui…
B 70 55 66 71 43 81 84
7354
Go-555
Note Post MCP Claim
Enables automated publishing and draft saving to note.com platform using Playwr…
B 70 55 78 100 N/A 33 95 25
7355
uzerone
Enables searching and retrieving particle physics data from the Particle Data G…
B 70 55 84 56 30 76 93
7356
JamesUnlocked
A template/boilerplate MCP server for building custom tools and integrations th…
B 70 54 66 65 N/A 19 95 92
7357
jbergant
Enables optimization, conversion to WebP, and uploading of images to Vercel Blo…
B 70 55 86 56 22 81 92
7358
jb-7-jay
Enables interaction with MongoDB databases through user management tools includ…
B 70 55 78 61 21 81 98
7359
yanmxa
litemcp Claim
A minimal, lightweight client designed to simplify SDK adoption into MCP
B 70 54 78 50 N/A 45 90 78
7360
ilidaniys
Jira MCP Server Claim 1
Enables MCP clients to interact with Jira for managing tasks, including fetchin…
B 70 55 78 65 24 78 93
7361
DibyaRanjan1
A remote Model Context Protocol server that extracts YouTube video transcripts …
B 70 55 62 66 48 80 90
7362
PraneshASP
foundry-mcp-server Claim
An experimental MCP Server for foundry built for Solidity devs
B 70 55 66 58 N/A 54 81 91
7363
sarveshkapre
Enables CVE lookups and risk assessment by integrating CISA Known Exploited Vul…
B 70 55 72 33 74 84 93
7364
deso-protocol
A comprehensive Model Context Protocol server that transforms Cursor's AI assis…
B 70 55 86 60 23 81 88
7365
jiushan-test
Markmap MCP Server Claim
Enables conversion of plain text descriptions and Markdown content into interac…
B 70 55 60 60 55 81 93
7366
PinMeTo
An MCP server that connects your PinMeTo locations to AI assistants, enabling n…
B 70 64 92 73 0 83 90 91
7367
MatthewDailey
Rime MCP Claim 1
A Model Context Protocol server that enables AI models to generate and play hig…
B 70 55 63 68 46 81 91
7368
radup
MCP Sigmund Claim
Enables AI assistants to analyze personal financial data from Open Banking sour…
B 70 55 66 67 47 81 87
7369
amornpan
Model Context Protocol server that provides seamless access to Google Calendar …
B 70 55 78 72 15 81 90
7370
RKTakami
Provides up-to-date information for Rust and Slint development by fetching real…
B 70 55 72 60 44 80 87
7371
glenngunnarsson-spp
Enables AI assistants to interact with Jira by executing commands through the A…
B 70 54 78 52 N/A 30 84 97
7372
dkpoulsen
Enables interaction with the Flutter SDK by providing tools to analyze and appl…
B 70 55 78 100 N/A 18 95 36
7373
apexneural-hansika
Graphiti MCP Claim
Provides persistent memory and context continuity for AI agents using Zep's Gra…
B 70 55 84 56 24 81 93
7374
JoshuaRileyDev
simulator-mcp-server Claim 3
An MCP server to control iOS Simulators
B 70 54 65 63 N/A 21 90 100
7375
AkM-2018
AWS CDK MCP Server Claim
Provides guidance and tools for the AWS Cloud Development Kit, including infras…
B 70 55 54 82 44 80 86
7376
Tikous
Controls a real Chrome browser to navigate web pages and extract text content w…
B 70 54 72 62 N/A 21 91 93
7377
fnf-deepHeading
Provides secure, read-only access to Snowflake databases through the Model Cont…
B 70 55 76 40 57 81 94
7378
wallacetju
Stock Data MCP Server Claim 3
Provides comprehensive stock market data across US, Hong Kong, and Chinese mark…
B 70 55 84 91 28 82 44
7379
netlify
Netlify MCP Server Claim 1
Enables code agents to interact with Netlify services through the Model Context…
B 70 55 86 82 40 81 46
7380
yhsung
An MCP server that provides shell command execution and OpenAI Whisper transcri…
B 70 54 71 53 N/A 34 95 90
7381
keithah
Stripe Fraud MCP Claim
Enables fraud analysis and management through Stripe's Radar system, allowing u…
B 70 55 66 72 30 81 94
7382
keenanbass1
TIDAL MCP Server Claim 1
Enables interaction with TIDAL music streaming service through 27 tools for sea…
B 70 55 60 82 24 81 93
7383
Saurabhsing21
Literature MCP Claim 1
A specialized MCP server that provides a structured interface to the Europe PMC…
B 70 55 58 61 57 83 91
7384
jonfreeland
MongoDB MCP Server Claim 1
A Model Context Protocol server that provides read-only access to MongoDB datab…
B 70 55 63 62 48 82 93
7385
coinselor
MCP Server Starter Claim 1
A production-ready template for building Model Context Protocol servers in Type…
B 70 54 72 62 N/A 38 95 74
7386
zalab-inc
Provides a tool for dynamic and reflective problem-solving by breaking complex …
B 70 54 78 55 N/A 20 95 88
7387
0xhijo
MCP Twitter Claim 1
A Model Context Protocol server that enables AI models and applications to inte…
B 70 55 57 68 42 81 99
7388
nipoppy
Nipoppy MCP Server Claim
An interface for the Nipoppy neuroimaging framework that enables AI agents to l…
B 70 54 80 36 N/A 50 94 89
7389
mizchi
Lighthouse MCP Claim
Enables AI models to perform Google Lighthouse website performance analysis, in…
B 70 55 78 53 33 81 96
7390
mostafa-drz
Enables remote control and monitoring of Claude Code sessions from mobile devic…
B 70 54 70 43 N/A 42 95 99
7391
gemyago
Enables interaction with Bitbucket through the Model Context Protocol, allowing…
B 70 55 80 71 67 81 43
7392
salacoste
swagger-mcp-server Claim
Converts any Swagger/OpenAPI specification into an MCP server, enabling AI assi…
B 70 54 88 32 N/A 42 90 92
7393
nvms
tui-mcp Claim
What Chrome DevTools MCP is for the browser, tui-mcp is for the terminal. Launc…
B 70 54 66 56 N/A 37 90 96
7394
JosueSay
Enables validation and PDF rendering of Guatemalan FEL invoices from XML files.…
B 70 54 72 57 N/A 21 95 95
7395
erniebrodeur
MCP-Grep Claim
A server implementation that exposes grep functionality through the Model Conte…
B 70 54 72 33 N/A 63 92 91
7396
Jing-yilin
TwitterAPI MCP Server Claim 2
An MCP server that provides access to Twitter data and write actions through Tw…
B 70 55 63 100 56 76 47
7397
chrishayuk
Chuk Design System Claim
Provides access to a universal design token system with 7 pre-built themes (col…
B 70 55 78 55 29 81 95
7398
bhaveshrmahajan
MySQL MCP Server Claim
Connects AI assistants like Claude Desktop directly to MySQL databases, enablin…
B 70 55 72 51 51 74 100
7399
samihalawa
A comprehensive MCP server providing Claude with full access to Brevo's marketi…
B 70 55 90 62 28 80 74
7400
PancrePal-xiaoyibao
Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search …
B 70 55 90 57 27 81 82
Showing 7351–7400 of 47403 servers
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