MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 29 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12301
2022124030jc
Date-MCP Server Claim
A Model Context Protocol service that handles date and time conversions for Chi…
C 61 55 54 55 22 83 85
12302
slouchd
MCP server for interacting with the CyberChef server API which will allow an MC…
C 61 55 37 53 48 82 88
12303
kami2k1
MCP MySQL Server Claim
Enables full control database operations on MySQL through natural language comm…
C 61 55 66 33 16 81 100
12304
henishshah18
A secure server that enables interaction with Discord channels through JWT-auth…
C 61 55 60 43 16 81 99
12305
kukapay
hf-trending-mcp Claim 1
An MCP server that tracks trending AI models, datasets, and spaces on Hugging F…
C 61 55 51 33 38 82 100
12306
manojk0303
Enables AI agents to send transactional emails programmatically through the Lem…
C 61 66 84 66 0 46 81 87
12307
cutalion
Yonote MCP Server Claim
Provides API tools to interact with Yonote documents and collections, serving a…
C 61 55 68 35 22 81 90
12308
watamoo
Enables solving crossword puzzles by loading grid and clue files, registering c…
C 61 54 48 41 N/A 42 95 77
12309
sreedhag
Enables interaction with PostgreSQL databases through both HTTP and stdio trans…
C 61 55 60 43 24 81 92
12310
caiovicentino
A bridge between AI assistants and cryptocurrency payment services that enables…
C 61 55 78 22 25 81 93
12311
ag2-mcp-servers
HPSSC MCP Server Claim
This server enables communication with the Himachal Pradesh Staff Selection Com…
C 61 55 60 57 21 81 78
12312
indranilokg
Okta MCP Server Claim
Enables management of Okta identity platform through natural language, allowing…
C 61 66 84 68 0 33 80 98
12313
ofryma
Enables AI assistants to perform penetration testing and security assessments b…
C 61 55 72 31 40 69 90
12314
XeroAPI
xero-mcp-server Claim 1
An MCP server that integrates with Xeros API, allowing for standardized access …
C 61 55 45 39 57 81 89
12315
Edwin1719
A FastMCP-based server that provides data analysis tools for processing, analyz…
C 61 55 62 41 34 80 84
12316
nathan-bw
UniFi MCP Server Claim
Enables managing UniFi networks through natural language, allowing users to mon…
C 61 66 84 67 0 35 76 98
12317
ajragusa
perfsonar-mcp Claim 2
An MCP server for perfSONAR that enables querying historical network measuremen…
C 61 55 71 33 30 80 87
12318
inesaranab
Enables web search capabilities through the Tavily API, allowing users to perfo…
C 61 55 62 37 24 81 95
12319
anishadesai5
Pokemon MCP Server Claim
Enables users to fetch detailed Pokémon data, build tournament squads, and simu…
C 61 55 62 31 30 81 97
12320
RealQuant-Inc
A serverless deployment for Model Context Protocol server on Cloudflare Workers…
C 61 55 48 66 21 81 82
12321
mpmcgowen
metricui Claim
MCP server for MetricUI — a React dashboard component library. Provides AI codi…
C 61 55 72 0 N/A 58 84 95
12322
zxfgds
MCP Code Indexer Claim 1
A smart code retrieval tool based on Model Context Protocol that provides effic…
C 61 54 78 26 N/A 17 90 85
12323
ChengHua926
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 61 55 48 68 27 83 71
12324
diegofornalha
MCP-Server-TESS Claim 1
A Model Context Protocol server that enables integration with the TESS API, all…
C 61 55 63 42 23 80 92
12325
chris-enea
A Cloudflare Workers-based MCP server that enables deployment of custom tools a…
C 61 55 48 68 21 81 81
12326
abenke
Enables LLMs like Claude to manage Google Tasks by listing, creating, updating,…
C 61 55 62 22 43 81 98
12327
fahim-ux
Travel MCP Server Claim 2
A Model Context Protocol server that enables flight searching, booking, and pay…
C 61 54 45 57 N/A 27 82 89
12328
lztrifunovic
A serverless implementation of Model Context Protocol on Cloudflare Workers tha…
C 61 55 48 68 21 81 80
12329
aadarshjain
Enables exploration and querying of PostgreSQL databases through natural langua…
C 61 55 68 33 34 81 83
12330
simonliu-moltbot
Enables AI agents to create and interact with ASCII-based Zen gardens through t…
C 61 55 54 50 27 81 90
12331
ingero-io
ingero Claim
eBPF-based GPU causal observability agent with MCP server. Traces CUDA Runtime/…
C 61 54 68 0 N/A 59 89 93
12332
clarkemn
MCP server for asking questions about Prisma Cloud documentation
C 61 55 51 28 54 81 96
12333
baselab-me
Enables AI agents to create and post signal coins on the Base blockchain throug…
C 61 66 78 72 0 50 80 87
12334
warpmetrics
Connects AI assistants to Warpmetrics telemetry data to monitor AI agent perfor…
C 61 64 84 43 0 53 95 94
12335
vjsr007
MCP Index Notes Claim
Enables indexing and retrieving notes with full-text search using SQLite, plus …
C 61 55 72 57 32 81 51
12336
S1R15H
Enables interaction with blog RSS/Atom feeds to list posts, fetch content, get …
C 61 55 66 33 19 81 99
12337
s2d01
Enables Claude AI to generate professional, production-ready MIDI files (chord …
C 61 64 88 47 0 37 94 100
12338
QuentinCody
Unofficial PayPal Braintree payment gateway MCP Server for AI agents to process…
C 61 54 60 47 N/A 26 84 83
12339
daiji-sshr
Stateless Redmine MCP server. Credentials are passed per-request via HTTP heade…
C 61 55 72 0 N/A 59 81 100
12340
jmeserve
sprout-mcp Claim 1
An MCP server that integrates the Sprout Social Public API with Claude and othe…
C 61 55 53 41 30 80 98
12341
TillMatthis
Enables Claude Desktop to interact with KURA Notes API for semantic search, not…
C 61 66 92 66 0 24 81 97
12342
agentventure
Weather MCP Server Claim 1
An MCP server that provides weather information and alerts for US locations usi…
C 61 55 57 40 23 81 100
12343
andyfe76
CouchDB MCP Server Claim 1
Provides tools for interacting with CouchDB databases, enabling document manage…
C 61 66 84 53 0 48 80 99
12344
stephenjhsu
A FastAPI-based server that provides tools for local file management and Databr…
C 61 55 66 41 16 81 94
12345
rein1225
Enables AI models to develop and automate RPG Maker MZ projects by creating map…
C 61 54 42 60 N/A 37 84 81
12346
dravidsajinraj-iex
Code Runner Claim
Execute JavaScript and Python code securely in isolated environments with compr…
C 61 64 80 67 0 29 90 92
12347
mikeysrecipes
Logseq MCP Tools Claim 1
A Model Context Protocol server that enables AI agents to interact with a local…
C 61 54 39 37 N/A 41 95 95
12348
comeonzhj
A MCP server that generates high-quality images using Volcano Engine's JiMeng A…
C 61 55 47 100 40 81 25
12349
jackmichaud
A modular and extensible tool server built on FastMCP that supports multiple to…
C 61 55 72 33 21 81 87
12350
MessengerFlow
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
C 61 66 76 68 0 55 80 92
Showing 12301–12350 of 67226 servers
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