MCP Server Quality Scores

Independent quality analysis of 41393 public MCP servers

41393
Discovered
29310
Scored
2098
Verified
16952
Complete

Last updated 1 hour, 8 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
35551
kirandk
vsf123 Claim
N/A N/A 95
35552
LarryLemonBot
Preflight checks for paid x402 and MCP tools before marketplace listing.
35553
olasupoolalekanazeez222
agrictech-ai Claim
This server powers an AI-driven agricultural assistant built with FastAPI. It e…
N/A N/A 95
35554
A lightweight MCP server for Stata.
N/A N/A 81
35555
ejwhite7
BrandKit MCP Claim
Brand atomic system over MCP: verbal, visual, motion, tokens, and a magic_trick…
N/A N/A
35556
axel-belfort
Webhook testing API for AI agents. Send POST/PUT/PATCH/DELETE requests to any e…
81
35557
threepointone
Deploy a remote MCP server on Cloudflare Workers without authentication, and co…
35558
balloonf
A PowerShell-based MCP server that enables Claude Desktop to convert text to sp…
N/A N/A 95
35559
tron-infinex
Enables delegation of immediate conversational messages and long-running backgr…
81
35560
CSOAI-ORG
meditation-guide-ai-mcp MCP server by MEOK AI Labs
N/A N/A
35561
scott-zj62
sncro Claim
sncro is a lightweight MCP relay and framework plugin system that lets AI codin…
81
35562
mybytecode
fetch Claim
N/A N/A 95
35563
behrensd
mcpwall Claim
iptables for MCP — blocks dangerous tool calls, scans for secrets, logs everyth…
N/A N/A 95
35564
acampkin95
IT-MCP Claim
Provides comprehensive macOS, Linux, and Windows system administration, diagnos…
81
35565
Aminetwiti
mcpgrowcrm Claim
N/A N/A 95
35566
Trashwbin
Provide a simple notes system with capabilities to create, list, and summarize …
N/A N/A 95
35567
rajabohemia94729
fdfd Claim
N/A N/A 95
35568
freightutils
16 free freight tools for AI agents — LDM/CBM/chargeable weight calculators (ro…
81
35569
miracorhan
MCP server that exposes Google Cloud Vertex AI Imagen and Gemini models for ima…
N/A N/A
35570 N/A N/A 95
35571
istefox
MCP server for DEVONthink 4 — outcome-oriented tools, preview-then-apply, audit…
N/A N/A
35572
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
N/A N/A 95
35573
ARTEMKOPIK
chatgpt Claim
N/A N/A 95
35574
BentleySystems
MCP server for Bentley STAAD.Pro via the OpenSTAAD API
N/A N/A
35575
KalvadTech
redmine-mcp Claim
A stateless MCP server for Redmine that allows users to interact with issues, t…
35576
openstack-lightspeed
Exposes the full openstack and oc CLIs as MCP tools with read-only by default, …
35577
franklinbaldo
Bridges AI agents to the Brazilian SEI system, enabling listing processes, read…
35578
Launch-On-Basis
Provides 205 tools for the Basis protocol on BNB Smart Chain, enabling trading,…
35579
keremurat
JSON Compare Claim
Compare two JSON files deeply without worrying about key or array order. Detect…
N/A N/A 95
35580 N/A N/A 95
35581
s-palmer
Enables interaction with Gmail through OAuth 2.0 authentication, allowing users…
81
35582
MarvelNwachukwu
mcp-pear Claim
Read-only MCP server for Pear Protocol that gives Claude access to markets, pai…
35583
gauravsaini
Provides AI assistants with comprehensive access to Gluestack UI components, so…
35584
CRACKISH
mcp-creatio Claim
MCP server for Creatio CRM that enables AI assistants to read, create, update, …
35585
ma-pony
Provides browser automation capabilities for LLM applications, enabling web pag…
N/A N/A
35586
ciellosinc
PartnerCore Claim
Enables AI assistants to perform Business Central AL development tasks includin…
81
35587
jinpyo.yi
ask_her Claim
N/A N/A 95
35588
topvisor
MCP server for desktop notifications over stdio
N/A N/A 95
35589
brnndnn
Allows deploying a Model Context Protocol server on Cloudflare Workers without …
N/A N/A 95
35590
Jiraiya8
MCP server for flomo that enables AI tools to quickly add notes to your flomo a…
35591
chayan-1906
The Ultimate MCP Server for Google Workspace Automation — Seamlessly integrate …
35592
tomnagengast
Provides AI agents with secure access to Salesforce data and operations, enabli…
35593
h-ping
tdhc Claim
N/A N/A 95
35594
xiaobenyang-com
search-movie Claim
搜索电影和电视剧资源,快速找到最匹配的观看链接。验证链接可播放性,确保点开就能看。批量校验多个候选,节省筛选时间。
N/A N/A 95
35595
ragieai
A FastAPI MCP server that uses Server-Sent Events as a transport layer, providi…
35596
asumollo
Enable AI-driven creation and validation of Eagle CAD components by bridging Cl…
N/A N/A 95
35597
yushuqiu1
Get quick greetings, add numbers instantly, and discover song recommendations. …
N/A N/A 95
35598
ArcSelf
arc-security Claim
Scan AI agent skills for 25 attack classes + runtime monitoring. 1,316+ finding…
N/A N/A 95
35599
ai-mcp-garage
Enables AI assistants to access and manage user profile information including n…
81
35600
BajpaiH22
Enables AI-assisted travel planning with real-time weather forecasts, place dis…
81
Showing 35551–35600 of 41393 servers
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