MCP Server Quality Scores

Independent quality analysis of 69027 public MCP servers

69027
Discovered
→
33753
Scored
→
2112
Verified
→
16953
Complete

Last updated 4 hours, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5701
markswendsen-code
instacart ⚡ Claim 1
MCP server for Instacart - let AI agents manage grocery shopping and place orde…
B 73 5⁄5 ◉ ⏳ 52 100 N/A 24 83 95
5702
MadeByTokens
An LLM-optimized server for reverse-engineering and navigating minified JavaScr…
B 73 5⁄4 ◉ ⏳ 66 62 N/A 54 90 93
5703
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
5704
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
5705
parameshwaran1
A simple and extendable MCP server that currently provides basic addition funct…
B 73 5⁄5 ◉ ⏳ 54 82 N/A 23 95 100
5706
murphy360
Integrates Google Calendar with the Model Context Protocol to manage events, se…
B 73 5⁄5 ◉ ⏳ 78 68 — 27 82 100
5707
GILSMON
Provides real-time policy enforcement for AI coding agents by intercepting and …
B 73 5⁄4 ◉ ⏳ 84 57 N/A 22 95 96
5708
pbuda
Provides offline search and retrieval of OpenZeppelin Contracts documentation w…
B 73 5⁄5 ◉ ⏳ 84 61 — 30 81 100
5709
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
5710
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
5711
lady-logic
An MCP server for evaluating C# project architecture quality using the Modulari…
B 73 5⁄4 ◉ ⏳ 79 58 N/A 30 95 94
5712
Heelc
vmysql-mcp Claim
A lightweight, multi-environment MySQL MCP server that provides secure, policy-…
B 73 5⁄5 ◉ ⏳ 66 67 — 60 82 91
5713
BlocktopusLtd
Integrates Google Play Store management tools with AI assistants to handle app …
B 73 5⁄5 ◉ ⏳ 66 71 — 41 80 100
5714
YajieQi123
Enables interaction with Monday.com boards, items, groups, updates, and documen…
B 73 5⁄5 ◉ ⏳ 78 68 — 43 76 91
5715
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
5716
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
5717
mic-havock
A comprehensive demonstration server that provides tools for calculations, weat…
B 73 5⁄5 ◉ ⏳ 84 62 — 30 80 100
5718
sammcj
Snyk MCP Server Claim 1
A standalone server enabling Snyk security scanning through the Model Context P…
B 73 5⁄5 ◉ ⏳ 80 71 — 23 78 99
5719
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
5720
dmarsters
A visual vocabulary server that translates specific magazine aesthetics and pho…
B 73 5⁄4 ◉ ⏳ 90 31 N/A 45 95 100
5721
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
5722
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
5723
aaronsb
TeXFlow ⚡ Claim
Enables collaborative document authoring and composition with project-based org…
B 73 5⁄4 ◉ ⏳ 84 41 N/A 67 94 80
5724
vic3custodio
Automates trade surveillance support workflows by parsing inquiry emails, searc…
B 73 5⁄5 ◉ ⏳ 60 82 N/A 31 95 86
5725
pgzhang
Integrates a remote smart search API to provide powerful web search capabilitie…
B 73 5⁄5 ◉ ⏳ 78 71 — 27 81 94
5726
qontinui
Enables AI assistants to create and manage visual automation configurations, wo…
B 73 5⁄5 ◉ ⏳ 96 74 — 47 81 53
5727
aiuluna
Enables creating, managing, analyzing, and visualizing knowledge graphs with su…
B 73 5⁄5 ◉ ⏳ 84 57 N/A 42 95 79
5728
willpowell8
Enables AI assistants to interact with SAP Signavio Process Manager through its…
B 73 5⁄5 ◉ ⏳ 84 100 — 29 81 54
5729
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
5730
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
5731
dmarsters
Analyzes pommel horse gymnastics routines using a categorical aesthetics framew…
B 73 5⁄5 ◉ ⏳ 72 74 N/A 22 95 90
5732
timjrobinson
Freesound MCP Server ⚡ Claim 1
An MCP server that enables AI assistants to search, analyze, and retrieve infor…
B 73 5⁄5 ◉ ⏳ 75 66 — 45 82 93
5733
ruminaider
A comprehensive MCP server providing over 26 tools for querying, monitoring, an…
B 73 5⁄5 ◉ ⏳ 68 73 — 32 82 100
5734
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
5735
hrmeetsingh
Enables automation of browser tasks using Playwright by interacting via Claude …
B 73 5⁄5 ◉ ⏳ 90 82 N/A 40 95 40
5736
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
5737
NehoraiHadad
Enables AI assistants to create, edit, and manage Telegraph pages programmatica…
B 73 5⁄5 ◉ ⏳ 94 82 — 51 81 44
5738
elchika-inc
Enables AI assistants to fetch comprehensive information about vcpkg C++ packag…
B 73 5⁄5 ◉ ⏳ 90 62 — 26 80 92
5739
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
5740
jackedelic
MCP-Discord ⚡ Claim
Enables AI assistants to interact with Discord servers through a bot, supportin…
B 73 5⁄5 ◉ ⏳ 96 82 — 43 81 45
5741
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
5742
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
5743
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
5744
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
5745
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
5746
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
5747
PaDev1
A protocol server enabling AI agents to control astrophotography equipment thro…
B 73 5⁄4 ◉ ⏳ 78 63 N/A 25 95 92
5748
michaeltrilford
Converts Figma designs into production-ready MUI (Michael UI) web components th…
B 73 5⁄5 ◉ ⏳ 90 100 N/A 21 95 37
5749
lev-corrupted
Provides read-only portfolio management and analytics across Binance, Coinbase,…
B 73 5⁄5 ◉ ⏳ 94 52 — 27 80 100
5750
LLMTooling
Enables LLMs to send messages and rich embeds to Discord via webhooks, supporti…
B 73 5⁄5 ◉ ⏳ 80 53 — 51 81 94
Showing 5701–5750 of 69027 servers
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