MCP Server Quality Scores

Independent quality analysis of 43536 public MCP servers

43536
Discovered
29466
Scored
2111
Verified
16952
Complete

Last updated 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
37051
HimanshuSharmaKUL
mcp-spotify Claim
Enables AI agents to create, manage, and populate Spotify playlists using the S…
N/A N/A
37052
musictechlab
Enables managing Trello boards, lists, cards, labels, and members through natur…
37053
fcfrasca
A decentralized 32×32 pixel-war execution grid for autonomous AI agents on Base…
81
37054
franlealp1
Enables AI assistants to create, read, and manipulate Microsoft Word documents …
N/A N/A 95
37055
arjunprabhulal
Enables searching YouTube videos via SerpAPI, returning video details such as t…
37056
dcpurnell
Enables AI assistants to manage Microsoft 365 and Outlook calendars through the…
81
37057
Snseam
Enables AI assistants to automate BOSS直聘 recruitment tasks including candidate …
N/A N/A
37058
renfei-design
Enables AI assistants to control Figma in real-time through Model Context Proto…
N/A N/A
37059
matteoantoci
Provides financial data tools including stock prices, news, forex, fundamentals…
37060
githru
# Githru MCP Server <p align="center"> <strong>A powerful Model Context Prot…
N/A N/A 95
37061
comet-ml
Integrate seamlessly with your IDE and access all Opik features through a stand…
N/A N/A 95
37062 N/A N/A 95
37063
AlexZeitler
Aceto Claim
A local dev server with MCP interface for building HTML mockups together with a…
N/A N/A
37064 N/A N/A 95
37065
YiyangLi
Enables Claude to manage Okta organizations, including users, groups, and appli…
37066
meshy-dev
Enables AI agents to create, manage, and download 3D models, textures, images, …
N/A N/A
37067
alphaiterations
mcp-server Claim
An MCP server that provides weather and web search tools, orchestrated by a Lan…
N/A N/A
37068
bxetech
Consolidated Bitcoin market data for AI agents: BBO pricing, ML signals, fundin…
N/A N/A 83
37069
shuji-bonji
MCP server for IFC4.3 specification reference — search and retrieve IFC entity …
37070
quinnbmay
apple-mcp Claim
N/A N/A 95
37071
guyru
Provides AI assistants with access to Linux man pages for searching, retrieving…
N/A N/A
37072
sekskate56
A simple MCP server for interacting with Marinade Finance on Solana, providing …
N/A N/A
37073
chrismbryant
A lightweight journal/memory system for Claude Code with no ML dependencies, us…
N/A N/A
37074
monet88
mcp_flutter Claim
N/A N/A 95
37075
dgtalquantumleap-ai
Reddit and Nairaland keyword monitoring with AI reply drafts.
N/A N/A 83
37076
garystafford
Enables AI agents to search for stock photography based on current location and…
37077
baba786
An MCP server implementation that integrates with Angle One APIs to provide sta…
81
37078
Bilel-Eljaamii
Enables querying MITRE's Common Weakness Enumeration database for vulnerability…
N/A N/A
37079
sandraschi
Conversational AI control for Software Defined Radio via the Model Context Prot…
N/A N/A
37080
Ultrathink-Solutions
Aggregates tools from multiple upstream MCP servers and exposes them through 4 …
N/A N/A
37081
krzysztofkucmierz
Enables searching and discovering existing MCP servers from the official GitHub…
N/A N/A
37082
evan108108
eyebrowse Claim
Eyebrowse is an MCP server that gives AI agents eyes and hands in your real Chr…
N/A N/A
37083
bwads001
An MCP server that provides tools for searching and analyzing Claude Code conve…
N/A N/A
37084
Serverless-Devs
Automatically converts OpenAPI specifications into a Model Context Protocol (MC…
37085
adelaidasofia
WhatsApp MCP Claim
WhatsApp MCP. SQLCipher-encrypted, scrubber-CI-gated, draft-and-confirm sends, …
N/A N/A
37086
clauxel
A paid remote MCP for OpenAI Codex memory MCP, built to return verdicts, receip…
37087
thierryvm
Integrates Coda.io with Claude, enabling direct access to docs, pages, tables, …
N/A N/A
37088
shuji-bonji
MCP server providing browser compatibility data for the entire Web Platform.
37089
atfinke
MCP server for anonymous OpenTable restaurant discovery and availability checki…
N/A N/A
37090
akrowczyk
Enables AI assistants to control and monitor Tesla vehicles via natural languag…
37091
shuji-bonji
An MCP (Model Context Protocol) server specialized in deciphering PDF internal …
N/A N/A
37092
clauxel
Paid remote MCP for safety replays, policy gates, eval receipts, and release ev…
37093
nicolasramos
odooclaw-mcp Claim
MCP server for Odoo 18 that provides 85 tools for CRUD operations, business act…
37094
Hillyess
dataHill Claim
Enables interactive data analysis using a real IPython kernel with session mana…
N/A N/A
37095
u9401066
Enables AI agents to precisely retrieve and analyze PDF assets (tables, figures…
N/A N/A
37096
obot-platform
Enables comprehensive management of WordPress sites including posts, users, med…
37097
hbhszy
Enables real-time web search via DeepSeek's search-enhanced dialogue, providing…
N/A N/A
37098
Tairon-ai
Enables interaction with the Sonic blockchain including wallet management, toke…
37099
giopawgofr
Real-time pet travel data for AI assistants. Connect Claude, ChatGPT, or any MC…
37100
alpabon73
Provides AI agents with comprehensive contact relationship management (CRM) cap…
N/A N/A
Showing 37051–37100 of 43536 servers
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