MCP Server Quality Scores

Independent quality analysis of 66427 public MCP servers

66427
Discovered
31779
Scored
2112
Verified
16953
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
64751
lalithdabilpuram01
An MCP server for HR management that enables adding employees, managing tickets…
N/A N/A
64752
hanselhansel
aeo-cli Claim
Audit URLs for AI crawler readiness — checks robots.txt, llms.txt, JSON-LD sche…
N/A N/A 95
64753
fattoliu
Enables AI assistants to save well-organized technical articles to Apple Notes …
N/A N/A
64754
wolfcoming
Enables remote control of Android devices via ADB, including screen operations,…
N/A N/A
64755
erp.precise
saifs-ai Claim
N/A N/A 95
64756
yarninisrael
Enables Claude Desktop to control Lutron Caseta smart lighting systems locally,…
N/A N/A
64757
donleqt
Adds persistent QA state to browser automation, enabling AI agents to maintain …
N/A N/A
64758
Loop-XXI
Enables AI agents to pay for MCP tool calls using either Bitcoin/Lightning (L40…
64759
Sanjeev4523
A read-only MCP server for querying MongoDB databases, enabling listing databas…
64760
MichaelCPHP
A minimal starting point for a Model Context Protocol server with stdio transpo…
N/A N/A
64761
HefnySco
Unifies structured reasoning (Tree of Thoughts) with reliable task execution, e…
N/A N/A 95
64762
probelabs
Enables AI agents to overcome context loops by extracting and packaging code fo…
N/A N/A
64763
avhrst
A REST API server implementation for message handling with Oracle Database inte…
81
64764
yaat2000
asdfagwg Claim
N/A N/A 95
64765
raygisterinc
Read-only MCP server for Raygister, enabling AI assistants to browse constructi…
64766
MRajibH
Enables interacting with a Redmine instance via REST API, allowing issues, proj…
64767
drewbeechler
A Model Context Protocol server that provides read-only access to Google Search…
N/A N/A
64768
Hwenyi
Edge TTS MCP Claim
An MCP server that converts text into lifelike speech using Microsoft Edge's Te…
64769
GleidsonFerSanP
Enables AI assistants to read, create, merge, split, and edit PDF files through…
N/A N/A
64770
whybelab
testyb3 Claim
N/A N/A 95
64771
guidobosch87
decodo-coppi Claim
N/A N/A 95
64772
1021143806
Enables interaction with NapCat QQ bot APIs for group management, messaging, an…
64773
Kenzo2345
Exposes Verificarlo floating-point debugging capabilities to AI agents, enablin…
N/A N/A
64774
AlaeddineMessadi
A multimodal local memory MCP server that lets AI agents search across text, PD…
N/A N/A
64775
kkamal11
mcp-sandbox Claim
A sandbox MCP server for testing and debugging MCP tools and interactions via t…
64776
ironxyz
ironxyz Claim
Official MCP (Model Context Protocol) server for Iron.xyz API, designed to work…
64777
wangyaominde
Enables AI to create, edit, and manage Mermaid diagrams via MCP, with real-time…
64778
cr21
MCP server for step-by-step mathematical reasoning and planning, enabling AI ag…
N/A N/A
64779
aaronsb
Bridges AI assistants to Linux D-Bus for system interaction, enabling clipboard…
N/A N/A
64780
zuhabul
Fetchium Claim
Fetchium — token-efficient web retrieval for AI agents
64781
simonChoi034
A multi-provider MCP server that enables AI agents to generate and edit images …
64782
StevenLi-phoenix
Local daemon that bridges AI assistants to the local filesystem with read-only …
N/A N/A
64783
shieldyguy
stm32-mcp Claim
Enables Claude Code to build, flash, and communicate with STM32 hardware over S…
N/A N/A
64784
Raptors65
A server that enables searching for events, venues, and attractions through the…
64785
linancn
TianGong AI Model Context Protocol (MCP) Server supports Streamable Http protoc…
64786
rsi-ai-platform
A meta-MCP server that aggregates authoritative web search and browser research…
64787
axel-belfort
Color palette generation API for AI agents. Generate harmonious palettes from a…
81
64788
Probanza-ar
Unified MCP server for Argentine legal sources, enabling access to 11 databases…
N/A N/A
64789
VanBarbascu
zulip-mcp Claim
MCP server that exposes Zulip REST API tools via SSE, enabling message retrieva…
N/A N/A
64790
cmudrc
su2-mcp Claim
Enables interaction with SU2 CFD solver for session lifecycle management, confi…
N/A N/A
64791
Scrape-Technology
abrasio-mcp Claim
MCP server that exposes Abrasio as an agentic browser for AI models, allowing C…
64792
kimhjort
MCP server for fetching Danish electricity spot prices (DK1/DK2) using the free…
64793
cristip73
Enables interaction with Gmail through the MCP protocol, supporting sending, re…
N/A N/A
64794
lazymac2x
ai-gateway Claim
Cloudflare Workers MCP server: ai-gateway
64795
maxronner
Enables AI assistants to manage Gitea repositories, issues, and pull requests v…
N/A N/A
64796
FootprintAI
Persistent, secure LXC sandbox environments for AI agents with native MCP suppo…
64797
ksteele
web-search Claim
N/A N/A 95
64798
0xGval
MCP server providing AI assistants with tools for advanced EVM smart contract a…
64799
RahulModugula
Enables client success teams to get instant, natural-language health reads on c…
N/A N/A 95
64800
yetanother-alt
Generates customized, production-grade MCP servers for Rocket.Chat by selecting…
81
Showing 64751–64800 of 66427 servers