MCP Server Quality Scores

Independent quality analysis of 33449 public MCP servers

33449
Discovered
25688
Scored
1512
Verified
16957
Complete

Last updated 2 hours, 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7201
sgup
Enables searching and retrieving icons from The Noun Project API with advanced …
B 71 55 78 67 23 81 94
7202
Shengwang-Community
A document-based MCP server that supports keyword searching and content retriev…
B 71 66 60 68 78 36 81 100
7203
BjornMelin
High-performance server enabling AI assistants to access web scraping, crawling…
B 71 55 64 73 36 81 94
7204
pr0methevs
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
B 71 55 86 50 24 81 100
7205
SK-DEV-AI
BlenderMCP Claim
Connects Claude AI to Blender through the Model Context Protocol, enabling AI-a…
B 71 54 80 38 N/A 47 88 99
7206
uright
A Model Context Protocol server that enables AI agents to interact with Azure D…
B 71 55 63 100 N/A 43 95 40
7207
ajaykallepalli
Provides grocery price and nutritional information search capabilities, allowin…
B 71 55 94 100 18 81 37
7208
rezo8
Enables searching and retrieving Datadog logs through the Model Context Protoco…
B 71 55 84 68 27 74 87
7209
mazhar480
🚀 Token-efficient MCP server for Confluence. Reduces LLM costs by 76% via Markd…
B 71 55 70 48 59 81 99
7210
pbandreddy
Provides programmatic access to BlazeMeter's performance testing platform throu…
B 71 55 78 71 23 81 91
7211
Vic563
Provides Minesweeper game functionality through the Model Context Protocol, all…
B 71 55 84 83 N/A 23 95 51
7212
Kpangaa
NPM MCP Server Claim 2
A Model Context Protocol server that enables language models to interact with n…
B 71 55 69 100 N/A 57 84 38
7213
liiklin
A Model Context Protocol server that enables AI assistants like Cursor to direc…
B 71 55 65 100 47 81 51
7214
enriquedlh97
Playwright MCP Claim 1
Enables browser automation and web page interaction through Playwright's access…
B 71 55 62 100 54 81 48
7215
johnohhh1
Enables management of operations tasks through Gmail integration. Provides tool…
B 71 55 78 65 21 81 96
7216
ryan-shaw
Enables interaction with POEditor's translation management API to create terms,…
B 71 55 66 68 46 81 90
7217
olgasafonova
Access the GLEIF LEI database for company verification, KYC, and ownership rese…
B 71 64 100 62 0 78 95 94
7218
ngothienan
Katana MCP Server Claim
Integrates ProjectDiscovery's Katana web crawler with Claude Desktop, enabling …
B 71 54 72 53 N/A 42 90 91
7219
Activi-AI
A central knowledge hub that connects AI tools to a unified 'Master Brain' with…
B 71 55 78 60 33 80 96
7220
BACH-AI-Tools
Biztoc MCP Server Claim 1
An MCP server that provides access to the Biztoc API for retrieving latest busi…
B 71 55 41 100 45 81 87
7221
pylonapi
pylon-mcp Claim 1
x402-native API gateway with 20+ capabilities (web-extract, web-search, transla…
B 71 55 66 72 31 80 100
7222
scmcphub
cellrank-mcp Claim
Enables natural language interaction for scRNA-Seq analysis including preproces…
B 71 55 84 63 39 81 77
7223
raptor7197
Enables integration of local LLM capabilities with MCP-compatible clients like …
B 71 54 90 53 N/A 23 90 83
7224
jagan-shanmugam
open-streetmap-mcp Claim
An OpenStreetMap MCP server with location-based services and geospatial data.
B 71 54 78 31 N/A 53 90 100
7225
nanameru
Sora2 MCP Claim 1
Enables programmatic creation, management, and remixing of AI-generated videos …
B 71 55 78 68 21 80 93
7226
lordbasilaiassistant-sudo
MCP server for AI agents to deploy ERC-20 tokens on Base with zero gas fees via…
B 71 54 57 75 N/A 34 90 95
7227
struktured-labs
mGBA MCP Server Claim
Enables programmatic control of the mGBA emulator for Game Boy, Game Boy Color,…
B 71 55 78 91 N/A 30 95 44
7228
twolven
Puppeteer MCP Server Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
B 71 54 75 56 N/A 36 82 100
7229
oeo
Enables crawling and extracting clean content from documentation websites with …
B 71 55 90 56 23 80 92
7230
dmegabyte
Enables Claude to read, write, append, and clear data in Google Sheets directly…
B 71 55 78 100 32 81 46
7231
drivenrajat
F1 Data Server Claim 2
Access Formula 1 race data, telemetry, lap times, standings, and analytics powe…
B 71 55 66 82 N/A 62 95 42
7232
kumaran-is
MCP Weather Server Claim
Provides real-time weather information and multi-day forecasts using the Open-M…
B 71 55 86 100 33 81 37
7233
nkyy
Provides automatic desktop notifications and contextual sounds for Claude Code …
B 71 55 90 83 N/A 23 95 40
7234
upstackjade
Craft MCP Server Claim 1
A lightweight MCP server providing read access to craft.io workspaces and items…
B 71 55 78 60 29 82 98
7235
refgrow
mcp Claim
Model Context Protocol server for Refgrow affiliate program management API
B 71 54 60 72 N/A 35 84 96
7236
Raffay0177
Provides weather information through MCP tools integrated with a FastAPI backen…
B 71 54 78 56 N/A 19 95 95
7237
bhubbb
Fetches web pages and converts them to clean, readable markdown format by extra…
B 71 55 78 100 18 81 57
7238
JoeyRubas
Celery MCP Claim
Enables interaction with Celery distributed task queues through MCP tools. Supp…
B 71 55 54 82 42 81 92
7239
johnzfitch
pyghidra-lite Claim 1
Token-efficient Ghidra RE: decompile, xrefs, Swift/ObjC, ELF/Mach-O, async anal…
B 71 54 66 31 N/A 88 89 91
7240
SecretiveShell
MCP-wolfram-alpha Claim 1
An MCP server for querying wolfram alpha API.
B 71 55 73 53 48 83 97
7241
GH05TCREW
Provides a bridge between large language models and the Metasploit Framework, e…
B 71 55 86 43 50 81 90
7242
deshabhishek007
A Model Context Protocol server that provides comprehensive domain analysis cap…
B 71 55 75 56 36 81 100
7243
victormasson21
Gmail MCP Server Claim
Enables AI assistants to read unread Gmail messages and compose draft replies w…
B 71 55 74 70 32 76 92
7244
bitscorp-mcp
A Node.js server that enables video manipulation through natural language reque…
B 71 54 54 68 N/A 34 95 100
7245
jiechau
Enables users to ask questions to a persona named Vincent and get yes/no answer…
B 71 55 78 100 N/A 23 95 37
7246
isagasi
CodeGuard MCP Server Claim 1
Provides centralized security instructions for AI-assisted code generation by m…
B 71 55 78 50 48 82 92
7247
CalamityAdam
MCP Todo Claim
Enables users to manage a persistent todo list through natural language, suppor…
B 71 55 74 68 28 81 95
7248
bborbe
Enables semantic search over markdown files to find related notes by meaning ra…
B 71 54 76 32 N/A 62 94 92
7249
Zwe1
Enables AI coding tools like Cursor to access Figma design files and metadata, …
B 71 55 66 70 44 81 89
7250
NakiriYuuzu
MSSQL MCP Server Claim
Enables interaction with Microsoft SQL Server databases through a Model Context…
B 71 55 60 62 70 81 88
Showing 7201–7250 of 33449 servers
« Prev 1 143 144 145 146 147 669 Next »