MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 36 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
12401
AmritanshuPrashar
An automated trading bot that interfaces with Zerodha to execute stock trades, …
C 61 54 54 50 N/A 21 95 76
12402
KatherLab
STAMP Claim
Solid Tumor Associative Modeling in Pathology
C 61 64 68 55 0 75 87 92
12403
thuong204
A deployable MCP server on Cloudflare Workers that allows you to create and exp…
C 61 55 48 65 21 81 84
12404
kukapay
whale-tracker-mcp Claim 1
A mcp server for tracking cryptocurrency whale transactions.
C 61 55 51 37 45 80 95
12405
catwhisperingninja
Discover crypto trading pairs across supported chains on DexScreener. Fetch up-…
C 61 66 78 70 0 49 80 90
12406
WaiYanNyeinNaing
A minimal example server implementing the Model Context Protocol, providing add…
C 61 55 60 40 19 81 100
12407
fedekrenn
Weather MCP Server Claim
Enables users to get current weather information for any city using the Open-Me…
C 61 55 48 50 30 81 93
12408
kwp-lab
Track and browse RSS feeds with ease. Fetch the latest entries from any feed UR…
C 61 66 78 65 0 49 82 90
12409
ShiinaRuri
Enables deployment of MCP servers without authentication on Cloudflare Workers.…
C 61 55 48 67 21 81 80
12410
marcinwyszynski
Enables interaction with Featurebase API to manage feature requests, feedback p…
C 61 66 90 63 0 41 81 88
12411
pl974
Enables interaction with the Internet Archive's Wayback Machine to save web pag…
C 61 66 78 66 0 47 81 97
12412
benjaminr
mcp-koii Claim 1
Enables controlling a Teenage Engineering EP-133 K.O. II sampler via MIDI throu…
C 61 54 53 33 N/A 28 95 94
12413
rubenpenap
MCP Auth Claim
A remote MCP server implementation that demonstrates authentication and authori…
C 61 66 78 75 0 30 81 98
12414
maxvint
Provide a specialized MCP server that enables integration with cryptocurrency r…
C 61 54 36 56 N/A 28 90 94
12415
0xCarbon
qt-mcp Claim 2
An MCP server for inspecting, debugging, and interacting with PySide6 desktop a…
C 61 54 45 26 N/A 58 92 89
12416
shubham-mishra-remotedesk
Enables user name resolution and team management with PostgreSQL backend, provi…
C 61 55 60 41 24 81 93
12417
honeybluesky
Unipile MCP Server Claim 1
Enables AI models to interact with messages from various messaging platforms (M…
C 61 66 84 65 0 36 81 97
12418
derekdong-star
Enables interaction with the Boss直聘 recruitment platform to search for jobs and…
C 61 54 54 42 N/A 43 87 76
12419
Omkar4141
Enables natural language expense management with SQLite storage, allowing users…
C 61 54 56 25 N/A 27 95 98
12420
faizan45640
An MCP server that enables AI assistants to access and interact with Google Cla…
C 61 55 45 68 45 76 72
12421
bamada
nestjs-mcp Claim
NestJS module for seamless Model Context Protocol (MCP) server integration usin…
C 61 54 78 33 N/A 71 92 28
12422
surya-madhav
MCP Web Tools Server Claim 2
A Model Context Protocol server that allows LLMs to interact with web content t…
C 61 55 63 28 32 82 95
12423
Orchardxyz
Mammoth MCP Server Claim
Converts Microsoft Word DOCX files to clean, semantic HTML with support for pre…
C 61 64 66 60 0 56 95 91
12424
imlewc
Provides an MCP protocol interface for interacting with Elasticsearch 7.x datab…
C 61 55 72 31 42 78 79
12425
rexfelix
Enables reading and extracting content from PDF documents including text (as Ma…
C 61 54 48 41 N/A 27 95 91
12426
Ayoub-etoullali
An MCP server that provides AI applications with a toolset for an Artificial Vi…
C 61 54 27 50 N/A 44 95 96
12427
KO-Good-code
YApi MCP Server Claim
Enables reading and searching API documentation from YApi instances, allowing A…
C 61 55 72 37 27 81 80
12428
intentos-labs
beeper-mcp Claim
Beeper provides transactions on BSC, including balance/token transfers, token s…
C 61 54 66 32 N/A 27 77 97
12429
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
12430
kira-autonoma
devtools-mcp Claim
A comprehensive toolkit of 23 developer utilities that enables AI assistants to…
C 61 54 66 0 N/A 55 92 98
12431
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
12432
Jordan-Jarvis
A Model-Context-Protocol server for Cursor IDE that monitors and terminates hun…
C 61 54 54 33 N/A 36 92 88
12433
tunamsyar
A demo MCP server that enables users to interact with various tools through nat…
C 61 54 68 31 N/A 16 95 85
12434
lukeylias
A Model Context Protocol server that provides AI assistants access to Mesh Desi…
C 61 55 57 48 19 81 94
12435
darrenoakey
An MCP server that provides session-based shell command execution and file mana…
C 61 54 57 27 N/A 19 95 100
12436
MessengerFlow
Enables AI assistants to manage marketing campaigns, Facebook accounts, and lea…
C 61 66 76 68 0 55 80 92
12437
Saidiibrahim
search-papers Claim 1
An MCP server to search papers from arXiv
C 61 66 73 66 0 49 82 97
12438
swoiow
Database MCP Claim
Enables interaction with MySQL and PostgreSQL databases through separate plugga…
C 61 55 54 55 16 81 91
12439
koki-develop
esa-mcp-server Claim
A Model Context Protocol (MCP) server for esa.io
C 61 64 68 61 0 73 81 94
12440
MarcoAR1
BotUyo MCP Server Claim
Enables the creation and management of BotUyo AI agents directly from MCP-compa…
C 61 55 88 0 38 81 95
12441
ilylty
JupyterMCP Claim
A Model Control Protocol (MCP) server that enables remote programmatic control …
C 61 55 66 38 16 81 93
12442
aadarshjain
Enables exploration and querying of PostgreSQL databases through natural langua…
C 61 55 68 33 34 81 83
12443
ChengHua926
A template for deploying remote Model Context Protocol servers on Cloudflare Wo…
C 61 55 48 68 27 83 71
12444
Edwin1719
A FastMCP-based server that provides data analysis tools for processing, analyz…
C 61 55 62 41 34 80 84
12445
indranilokg
Okta MCP Server Claim
Enables management of Okta identity platform through natural language, allowing…
C 61 66 84 68 0 33 80 98
12446
wangtsiao
A Model Context Protocol server that provides AI models with real-time trending…
C 61 54 45 55 N/A 25 95 78
12447
intigration
OPC UA MCP Server Claim
Connects AI agents to OPC UA-enabled industrial systems for real-time monitorin…
C 61 55 54 33 44 80 98
12448
phuihock
Provides various AI capabilities through DeepInfra's OpenAI-compatible API incl…
C 61 55 72 22 26 81 100
12449
foolsec
A FastMCP-based interface for Metasploit Framework, enabling AI agents to inter…
C 61 54 60 25 N/A 43 82 96
12450
daiji-sshr
Stateless Redmine MCP server. Credentials are passed per-request via HTTP heade…
C 61 55 72 0 N/A 59 81 100
Showing 12401–12450 of 67226 servers
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