MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5401
aml25
Enables AI assistants to search and retrieve executive orders, presidential doc…
B 73 5⁄5 ◉ ⏳ 82 58 — 44 81 94
5402
tuckerschreiber
Fullrun is an AI agent that manages Google Ads for you. It monitors your campai…
B 73 5⁄4 ◉ ⏳ 70 62 — 51 80 98
5403
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 5⁄4 ◉ ⏳ 66 62 N/A 54 90 93
5404
parameshwaran1
A simple and extendable MCP server that currently provides basic addition funct…
B 73 5⁄5 ◉ ⏳ 54 82 N/A 23 95 100
5405
murphy360
Integrates Google Calendar with the Model Context Protocol to manage events, se…
B 73 5⁄5 ◉ ⏳ 78 68 — 27 82 100
5406
freebreaker
Enables developers to interact with self-hosted Supabase instances, providing d…
B 73 5⁄5 ◉ ⏳ 84 71 — 24 81 93
5407
GILSMON
Provides real-time policy enforcement for AI coding agents by intercepting and …
B 73 5⁄4 ◉ ⏳ 84 57 N/A 22 95 96
5408
pbuda
Provides offline search and retrieval of OpenZeppelin Contracts documentation w…
B 73 5⁄5 ◉ ⏳ 84 61 — 30 81 100
5409
instructa
YouTube Music MCP ⚡ Claim
A simple MCP server that allows AI assistants like Cursor or Claude Desktop to …
B 73 5⁄5 ◉ ⏳ 58 93 — 32 76 100
5410
ohenak
E*TRADE MCP Server ⚡ Claim
Enables LLMs to retrieve real-time stock and options market data through the E\…
B 73 5⁄5 ◉ ⏳ 84 71 — 26 82 89
5411
not-a-feature
Evo2 MCP Server ⚡ Claim
Enables genomic sequence analysis through the Evo 2 model, supporting DNA seque…
B 73 5⁄5 ◉ ⏳ 84 38 — 68 83 93
5412
jgravelle
jCodemunch MCP ⚡ Claim
Token-efficient code exploration via tree-sitter AST parsing. 25+ languages, 95…
B 73 5⁄5 ◉ ⏳ 96 20 N/A 72 83 95
5413
Heelc
vmysql-mcp Claim
A lightweight, multi-environment MySQL MCP server that provides secure, policy-…
B 73 5⁄5 ◉ ⏳ 66 67 — 60 82 91
5414
mic-havock
A comprehensive demonstration server that provides tools for calculations, weat…
B 73 5⁄5 ◉ ⏳ 84 62 — 30 80 100
5415
zhsama
This is a TypeScript-based MCP server that provides DuckDuckGo search functiona…
B 73 5⁄5 ◉ ⏳ 63 71 N/A 48 82 96
5416
YajieQi123
Enables interaction with Monday.com boards, items, groups, updates, and documen…
B 73 5⁄5 ◉ ⏳ 78 68 — 43 76 91
5417
smcdonnell7
Meeting Chief Lite ⚡ Claim 1
Automatically synchronizes meeting transcripts from Otter.ai to a local SQLite …
B 73 5⁄5 ◉ ⏳ 94 62 — 24 80 87
5418
elecmonkey
Enables AI agents to read and retrieve the latest posts from Jibun and Ech0 ins…
B 73 5⁄5 ◉ ⏳ 72 60 — 52 82 96
5419
paulotaylor
Voyp MCP Server ⚡ Claim
The Voyp MCP Server enables AI systems to integrate with VOYP's calling capabil…
B 73 5⁄5 ◉ ⏳ 78 63 — 46 81 91
5420
pgzhang
Integrates a remote smart search API to provide powerful web search capabilitie…
B 73 5⁄5 ◉ ⏳ 78 71 — 27 81 94
5421
amir-bengherbi
Shopify MCP Server ⚡ Claim 1
Enables interaction with Shopify store data using the GraphQL API, supporting p…
B 73 5⁄5 ◉ ⏳ 68 70 — 41 82 99
5422
ampcome-mcps
Time MCP Server ⚡ Claim 1
Gives large language models time awareness capabilities through various time-re…
B 73 5⁄5 ◉ ⏳ 78 75 N/A 40 95 63
5423
wazzan
mcp-coincap-jj ⚡ Claim 1
A Model Context Protocol (MCP) server that provides comprehensive cryptocurrenc…
B 73 5⁄5 ◉ ⏳ 72 100 — 72 81 35
5424
aaronsb
TeXFlow ⚡ Claim
Enables collaborative document authoring and composition with project-based org…
B 73 5⁄4 ◉ ⏳ 84 41 N/A 67 94 80
5425
qontinui
Enables AI assistants to create and manage visual automation configurations, wo…
B 73 5⁄5 ◉ ⏳ 96 74 — 47 81 53
5426
aiuluna
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
B 73 5⁄5 ◉ ⏳ 84 57 N/A 42 95 79
5427
Program-Integrity-Alliance
PIA MCP Server ⚡ Claim 1
Enables AI to search and retrieve detailed information from U.S. government dat…
B 73 5⁄5 ◉ ⏳ 75 58 — 55 83 91
5428
cpropster
Linear MCP Server ⚡ Claim 2
A Model Context Protocol server that allows Claude to interact with Linear's AP…
B 73 5⁄5 ◉ ⏳ 77 68 — 35 81 95
5429
dmarsters
A visual vocabulary server that translates specific magazine aesthetics and pho…
B 73 5⁄4 ◉ ⏳ 90 31 N/A 45 95 100
5430
FelixAllistar
Coolify MCP Server ⚡ Claim
Provides programmatic and CLI tools for managing Coolify deployments, allowing …
B 73 5⁄5 ◉ ⏳ 92 70 — 46 81 65
5431
dmarsters
Analyzes pommel horse gymnastics routines using a categorical aesthetics framew…
B 73 5⁄5 ◉ ⏳ 72 74 N/A 22 95 90
5432
katlis
Analyzes webpage screenshots to extract precise layout information by locating …
B 73 5⁄5 ◉ ⏳ 78 91 N/A 40 95 44
5433
ruminaider
A comprehensive MCP server providing over 26 tools for querying, monitoring, an…
B 73 5⁄5 ◉ ⏳ 68 73 — 32 82 100
5434
bondjacobbond
Fathom MCP Server ⚡ Claim 1
Enables AI agents to access Fathom AI meeting data including transcripts, summa…
B 73 5⁄5 ◉ ⏳ 72 73 — 31 82 96
5435
cocaxcode
database-mcp ⚡ Claim 1
MCP server for database connectivity. Multi-DB (PostgreSQL, MySQL, SQLite), 19 …
B 73 5⁄4 ◉ ⏳ 61 75 N/A 37 92 92
5436
hrmeetsingh
Enables automation of browser tasks using Playwright by interacting via Claude …
B 73 5⁄5 ◉ ⏳ 90 82 N/A 40 95 40
5437
OleBo
Weather MCP Server ⚡ Claim
Provides weather information and alerts from the National Weather Service, incl…
B 73 5⁄5 ◉ ⏳ 60 82 — 39 81 98
5438
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 5⁄5 ◉ ⏳ 94 82 — 51 81 44
5439
Bubobot-Team
mcp-prompt-optimizer ⚡ Claim 1
Advanced MCP server providing cutting-edge prompt optimization tools with resea…
B 73 5⁄5 ◉ ⏳ 88 52 N/A 40 80 97
5440
elchika-inc
Enables AI assistants to fetch comprehensive information about vcpkg C++ packag…
B 73 5⁄5 ◉ ⏳ 90 62 — 26 80 92
5441
adamanz
A Model Context Protocol server that enables interaction with Exa's Websets API…
B 73 5⁄4 ◉ ⏳ 67 70 N/A 34 95 93
5442
MikeyBeez
MCP Git Server ⚡ Claim 1
An MCP server that provides Git version control operations for Claude, enabling…
B 73 5⁄4 ◉ ⏳ 69 70 N/A 27 92 96
5443
jesamkim
Converts HTML files or HTML content to PDF using Puppeteer's browser rendering …
B 73 5⁄5 ◉ ⏳ 80 100 N/A 26 95 44
5444
angrysky56
MCTS MCP Server ⚡ Claim 3
A Model Context Protocol (MCP) server that enables Claude to use Monte Carlo Tr…
B 73 5⁄5 ◉ ⏳ 90 91 N/A 41 87 39
5445
vidhupv
An MCP server that allows Claude to create, manage and publish X/Twitter posts …
B 73 5⁄4 ◉ ⏳ 63 66 N/A 45 90 100
5446
pgEdge
Enables SQL queries against PostgreSQL databases through MCP-compatible clients…
B 73 5⁄4 ◉ ⏳ 84 41 — 77 90 75
5447
NU-AquaLab
The Aleph MCP ⚡ Claim 2
Provides LLMs with network intelligence capabilities including PTR record looku…
B 73 5⁄5 ◉ ⏳ 100 63 — 70 83 40
5448
marcelofmatos
Docker MCP Server ⚡ Claim 1
Enables AI assistants like Claude to manage Docker containers, images, and Dock…
B 73 5⁄5 ◉ ⏳ 60 100 — 41 81 75
5449
sac916
Enables AI assistants to automate web browsers through Playwright, providing ca…
B 73 5⁄5 ◉ ⏳ 96 56 — 19 81 97
5450
199-mcp
MCP Google Workspace ⚡ Claim 1
Enables comprehensive management of Google Calendar, Contacts, and Gmail with f…
B 73 5⁄5 ◉ ⏳ 60 72 — 48 82 99
Showing 5401–5450 of 69027 servers
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