MCP Server Quality Scores

Independent quality analysis of 33790 public MCP servers

33790
Discovered
28875
Scored
2088
Verified
16951
Complete

Last updated 1 hour, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16301
Prat011
Monday.com MCP Server Claim 2
Enables MCP clients to interact with Monday.com workspaces through comprehensiv…
F 25 55 66 40 53 76 99
16302
bishnubista
A deliberately insecure note management server designed to test security scanne…
F 25 54 90 42 N/A 29 75 96
16303
nickiiitu
A Model Context Protocol server that enables LLMs to interact directly with Mon…
F 25 55 57 71 38 74 95
16304
cgantro
# 📅 Google Calendar Smart Manager (MCP) Turn Google Calendar into your intell…
F 25 54 44 62 N/A 30 90 54
16305
kukapay
An MCP server that enables AI agents to launch, buy, and sell tokens on the Ray…
F 25 55 57 62 45 74 99
16306
piplabs
Story SDK MCP Server Claim 1
Provides tools for managing IP assets and licenses, interacting with the Story …
F 25 55 90 41 49 77 93
16307
ArkTechNWA
pfClaude Claim 1 3
Enables bidirectional control and monitoring of pfSense firewalls through Claud…
F 25 55 90 100 56 80 87
16308
angheljf
social-media-mcp Claim 1 3
A Model Context Protocol (MCP) server for managing social media posts, currentl…
F 25 55 78 57 38 76 100
16309
iceener
A dual-runtime template for building Model Context Protocol servers compatible …
F 25 55 96 46 35 80 97
16310
rember
rember-mcp Claim 2
Create spaced repetition flashcards in [Rember](https://rember.com) to remember…
F 25 54 80 73 N/A 53 90 92
16311
LucianoRicardo737
Enables intelligent conversation management with 4 AI agents that provide seman…
F 25 54 88 43 N/A 53 87 87
16312
imprvhub
mcp-rss-aggregator Claim 2
Model Context Protocol Server for aggregating RSS feeds in Claude Desktop.
F 25 55 90 58 71 78 69
16313
KaranThink41
Automate your Slack workspace interactions by posting messages, replying to thr…
F 25 64 78 68 0 41 90 98
16314
bkblocksolutions-rgb
AgentBTC MCP Server Claim 1 3
Enables AI agents to perform Bitcoin and Lightning Network payments using a non…
F 25 55 54 68 N/A 58 77 46
16315
huandu
MCP server for Feishu Markdown
F 25 54 51 73 N/A 59 89 90
16316
HeshamFS
mcp-tool-factory Claim 1 2
Generate MCP servers from natural language, OpenAPI specs, or database schemas.
F 25 54 100 33 N/A 75 68 91
16317
pipseedai
Enables AI agents to interact with GitHub repositories through the GitHub REST …
F 25 55 90 63 55 77 96
16318
tecton-ai
Tecton MCP Server Claim 1
Provides a set of tools to interact with Tecton clusters, manage feature stores…
F 25 55 90 35 45 80 94
16319
playcanvas
editor-mcp-server Claim 1 3
MCP Server for AI automation of the PlayCanvas Editor
F 25 55 69 82 N/A 80 88 38
16320
ThanhLong27042003
MCP English Tutor Claim 2
A professional 1-on-1 English tutoring server that enables AI assistants to pro…
F 25 55 54 31 57 76 79
16321
markswendsen-code
mcp-drizly Claim 1 3
An MCP server that enables AI assistants to search for alcohol products, manage…
F 25 54 75 63 N/A 30 90 94
16322
Vincentwei1021
agent-toolbox Claim 1
Production-ready MCP server providing 13 tools for AI agents: web search, conte…
F 25 55 60 70 75 80 98
16323
davidamom
Snowflake MCP Service Claim 1 3
A Model Context Protocol server that provides access to Snowflake databases for…
F 25 55 75 70 41 76 96
16324
SarimSiddd
Xano MCP Server Claim 1 2
Enables interaction with the Xano API through a Model Context Protocol (MCP) in…
F 25 55 78 68 19 80 99
16325
omar2001ramadan
Maple Claim 1
Maple is a unified MCP server for agent observability, safety control, and beha…
F 25 55 78 71 37 77 92
16326
ashwwwin
automation-mcp Claim 1
Control your Mac with detailed mouse, keyboard, screen, and window management c…
F 25 54 76 57 N/A 48 88 99
16327
algtools
A template for deploying custom MCP servers on Cloudflare Workers without authe…
F 25 55 78 70 29 78 93
16328
weyseing
A template for deploying MCP servers as Cloudflare Workers with integrated LogP…
F 25 55 72 68 24 80 100
16329
ampcome-mcps
Enables Claude to manage Google Calendar events, schedules, and meetings throug…
F 25 55 54 43 21 80 97
16330
xhh-im
TrendRadar Claim 1
A real-time hotspot monitoring and news aggregation assistant that provides AI-…
F 25 55 66 31 42 76 91
16331
nickbaumann98
Release Notes MCP Server Claim 1 3
Generates comprehensive and formatted release notes from GitHub repositories, e…
F 25 55 90 73 17 76 93
16332
junjiem
Converts Dify tools' API to MCP (Model Control Protocol) compatible API, allowi…
F 25 55 92 41 30 78 20
16333
johnglavan71
Test2w MCP Server Claim 2
Enables AI assistants to interact with the Test2w REST API to explore endpoints…
F 25 55 78 61 82 74 93
16334
sriramnatrajhen
humsana-mcp Claim 1 2
Detect developer stress, focus, fatigue from typing. Block dangerous commands w…
F 25 54 84 41 N/A 32 87 97
16335
linnienaryshkin
Teams MCP Server Claim 1
A TypeScript-based MCP server that enables AI agents to send messages to Micros…
F 25 55 78 60 53 78 98
16336
markswendsen-code
Chase MCP Server Claim 1 2
Enables AI agents to interact with Chase Bank accounts to view balances, transa…
F 25 54 94 63 N/A 30 87 100
16337
vectorize-io
vectorize-mcp-server Claim 1
[Vectorize](https://vectorize.io) MCP server for advanced retrieval, Private De…
F 25 55 86 63 67 76 91
16338
jikime
Google Toolbox Claim 1
Google Toolbox
F 25 54 60 63 N/A 21 84 91
16339
Cylera
cylera-mcp-server Claim 1
Brings context about device inventory, threats, risks and utilization powered b…
F 25 55 72 32 66 83 93
16340
mashriram
Azure MCP Server Claim 1 2
This server implements the Model Context Protocol for seamless interaction with…
F 25 54 84 65 N/A 40 89 99
16341
devops-vesi
DevOps MCP Claim 1 2
An MCP server designed to retrieve DevOps skills, code standards, and SAP Fiori…
F 25 55 51 68 53 76 92
16342
ezbiz-services
Social media analytics toolkit that analyzes profiles, scores engagement, detec…
F 25 66 100 86 95 67 77 91
16343
kelvinyuefanli
Agent-hive Claim 1
Shared knowledge graph for AI coding agents. Search, create, and link verified …
F 25 55 72 70 73 80 94
16344
Tzott
Apifox MCP Server Claim 1 2
This server acts as a Message Communication Protocol (MCP) service for integrat…
F 25 55 48 67 17 78 79
16345
kukapay
binance-alpha-mcp Claim 1 2
An MCP server for tracking Binance Alpha trades, helping AI agents optimize alp…
F 25 55 57 58 44 80 94
16346
AceDataCloud
mcp-sora Claim 1
MCP server for OpenAI Sora AI video generation
F 25 55 84 0 72 80 100
16347
fortnightly-devs
TimeLooker MCP Server Claim 2 3
A Model Context Protocol server that enables automated search monitoring with A…
F 25 54 51 42 N/A 19 87 94
16348
xiaobenyang-com
sbwsz Claim 2
A server based on Model Context Protocol (MCP) that provides query and search f…
F 25 66 72 65 0 50 71 12
16349
Hama-amir
Enables users to fetch, analyze, and manage LinkedIn posts data through tools t…
F 25 55 48 33 34 80 96
16350
markswendsen-code
Rover MCP Server Claim 1 2
Enables AI assistants to search for pet sitters, manage bookings, and handle pe…
F 25 54 90 72 N/A 30 89 98
Showing 16301–16350 of 33790 servers
« Prev 1 325 326 327 328 329 676 Next »