MCP Server Quality Scores

Independent quality analysis of 59042 public MCP servers

59042
Discovered
29891
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 18 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
58751
pipeworx-io
Provides access to historical weather data from over 11,000 stations worldwide …
58752
programmaman
dpay-mcp Claim
An MCP server for creating, settling, disputing, and refunding escrows on EVM c…
58753
nishantmodak
An MCP server that enables AI agents to pause and request human approval or inf…
58754
MacromNex
Enables AI-powered protein structure prediction and variant analysis via Docker…
N/A N/A
58755
noahmott
Provides comprehensive World of Warcraft guild analytics, player character anal…
81
58756
tomnz
pixelblaze Claim
Enables Claude to create, update, and manage LED patterns on a PixelBlaze contr…
N/A N/A
58757
mr-wolf-gb
Enables AI assistants to interact with JasperReports Server for report executio…
58758
mrosata
codetex-mcp Claim
A commit-aware code context manager for LLMs that indexes Git repositories into…
N/A N/A
58759
Argo-RPG-Platform
argo-mcp Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
58760
tomgutt
Enables AI tools to connect to the Dovetail API for accessing customer insights…
58761
Zhangyoupeng1996
MCP Server for COMSOL Multiphysics simulation automation via AI agents.
N/A N/A
58762
tonghui666
An MCP server for COMSOL Multiphysics that enables AI agents to perform flexibl…
N/A N/A
58763
dylangroos
An MCP server that provides weather alerts and forecasts for US locations using…
58764
groq
Enables interaction with Groq models, including compound models, through tools …
58765
IvanKlymenko
keycrm-mcp Claim
A Model Context Protocol server that lets Claude manage keyCRM catalogue, stock…
N/A N/A
58766
mhue26
Enables reading Figma files via REST API and writing to the Figma canvas via a …
58767
jackmmaher
SIC Codes UK Claim
UK SIC code lookup, GICS/ICB mapping, and Companies House search. 731 codes, 5.…
58768
genart-dev
genart-mcp Claim
MCP server for creating and manipulating generative art with p5.js, Three.js, G…
58769
SamyiHu
mcp-uart Claim
Enables AI agents to communicate with UART/serial devices, offering tools for p…
N/A N/A
58770
gucceed
Norric Claim
Swedish B2B intelligence: insolvency risk, BRF health & procurement signals fro…
58771
limam-B
mlagents-mcp Claim
Controls Unity ML-Agents training runs from Claude Code, enabling launch, stop,…
N/A N/A
58772
chrisjohntapp
suse-mcp Claim
MCP server that bridges AI assistants with the SUSE Linux ecosystem, enabling s…
N/A N/A
58773
EthanSky2986
Enables Claude Code to send and receive messages via Telegram for remote intera…
N/A N/A 95
58774
akmalovaa
proxmox-mcp Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
58775
kontakt-qy0g
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
81
58776
PerssonaOps
MCP server that lets AI agents control Perssona. It enables creating terminals,…
N/A N/A
58777
gitagenticdev
Enables AI models like Claude or GPT to interact with a decentralized git netwo…
58778
ringo380
A comprehensive MCP server for Google Sheets integration with Claude, enabling …
58779
bluewings1211
Enables AI agents to chat with codebases by indexing local directories or GitHu…
N/A N/A
58780
kbennett2000
concord-mcp Claim
Enables MCP clients to look up Bible verses, perform semantic search, and acces…
N/A N/A
58781
kkjzio
Generates quizzes from Markdown content and outputs interactive HTML and Word d…
N/A N/A
58782
guolisen
Enables interaction with Linux system operations via MCP, including CPU, memory…
N/A N/A
58783
aviralkaushik412
A Model Context Protocol (MCP) server that connects Claude AI directly to the G…
N/A N/A
58784
vikkysarswat
A production-ready MCP server for algorithmic trading with Dhan broker API, pro…
N/A N/A
58785
wlu03
Enable seamless interaction with Alpaca's trading API through a standardized pr…
N/A N/A 95
58786
RevivrStudios
SpatialLens Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
N/A N/A
58787
gbram1
Hivemind Claim
Persistent, append-only event log for AI agent coordination, enabling agents to…
58788
thanksio
Send letters, postcards, notecards, and gift cards via postal mail.
N/A N/A 95
58789
sabbyanandan
Streams Apple Watch health metrics (HRV, sleep, heart rate, etc.) to Claude via…
N/A N/A
58790
clanker-records
Machine-native listening platform for CWA's Straight Outta Crompton. Your agent…
N/A N/A
58791
box3lab
提供对神岛平台用户数据、地图信息和统计数据的访问,包括公开和需要认证的API。
58792
cakemail
Enables AI assistants to browse, inspect, and call the Cakemail API via dynamic…
N/A N/A
58793 N/A N/A 95
58794
shashaankreddy
Provides documentation lookup and search capabilities for FiveM development, in…
81
58795
moisescabello
An unofficial MCP server that enables adding content to daily notes, creating n…
N/A N/A
58796
maxwellviksna-stack
weeek-mcp Claim
MCP server for WEEEK Public API v1 enabling management of tasks, projects, boar…
58797
seonmikii
Enables using the GDC (gdc-service) from Claude Code/Desktop through MCP tools,…
N/A N/A
58798
sanjay-vasoya
Enables fetching public repositories for a given GitHub username, returning cur…
N/A N/A
58799
bioanywhere
Connects AI assistants to GitLab, enabling natural language queries for merge r…
81
58800
matlock08
Enables AI assistants to interact with Watson Discovery, listing projects and c…
Showing 58751–58800 of 59042 servers