MCP Server Quality Scores

Independent quality analysis of 33593 public MCP servers

33593
Discovered
27633
Scored
1869
Verified
16957
Complete

Last updated 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
9301
BACH-AI-Tools
Enables web scraping, crawling, structured data extraction, and browser automat…
C 67 55 74 82 47 81 42
9302
jkingsman
Enables search, exploration, and analysis of all QAnon posts for sociological s…
C 67 54 64 32 N/A 43 95 98
9303
DaveDev42
Enables AI assistants to automate and test Tauri desktop applications through t…
C 67 54 78 28 N/A 37 89 96
9304
melihbirim
Enables AI assistants to interact with PostgreSQL databases using natural langu…
C 67 55 62 62 28 80 98
9305
yop-platform
yeepay-mcp Claim 1
The Yeepay MCP service provides integration with Yeepay services via the Model …
C 67 55 72 100 45 71 32
9306
acenaga
Connects Claude Desktop to the Open-Meteo API to retrieve real-time weather dat…
C 67 54 60 50 N/A 29 92 97
9307
damonhess
Enables integration with OpenProject for project management tasks including wor…
C 67 55 60 65 22 82 97
9308
NehoraiHadad
Enables interaction with the Telegraph API (telegra.ph) to create, manage, edit…
C 67 55 76 32 53 82 90
9309
rtuin
mcp-mermaid-validator Claim 1
A Model Context Protocol server that validates and renders Mermaid diagrams.
C 67 55 51 82 N/A 74 81 51
9310
mcollina
MCP Node Fetch Claim 3
An MCP server that enables fetching web content using the Node.js undici librar…
C 67 55 57 65 34 82 93
9311
srikanth-paladugula
A Model Context Protocol server that enables Claude Desktop to interact with Mi…
C 67 55 47 67 49 80 91
9312
meloncafe
Remote ChromaDB vector database MCP server with streamable HTTP transport
C 67 66 92 70 0 79 70 99
9313
sdimitrov
MCP Memory Server Claim
Implements long-term memory capabilities for AI assistants using PostgreSQL wit…
C 67 55 90 38 28 81 84
9314
mattapperson
poof-mcp Claim 1
An MCP server that enables AI agents to control the macOS Terminal.app using Ap…
C 67 54 51 58 N/A 32 89 100
9315
He110te4m
A feature-complete TypeScript project template for rapidly developing Model Con…
C 67 55 72 82 N/A 25 95 46
9316
yemi33
Loop Page Viewer Claim
Enables users to view and edit Microsoft Loop pages as interactive markdown wid…
C 67 55 66 58 30 81 93
9317
qiupo
A financial data server that provides real-time and historical data for A-share…
C 67 55 72 58 27 80 86
9318
Mvp2o-ai
MCP IDE Bridge Claim
Enables client-to-client communication between IDEs and development tools, allo…
C 67 55 78 41 50 81 82
9319
FaceDeer
Calibre MCP Server Claim
Connects AI agents to Calibre ebook libraries for searching, reading, and manag…
C 67 54 72 30 N/A 47 90 92
9320
gh-hirokuma
Trello MCP Server Claim
Enables interaction with Trello through the Trello API, allowing users to manag…
C 67 55 54 65 32 80 100
9321
amanasmuei
Luno MCP Server Claim 1
A Model Context Protocol server that provides a standardized interface for AI m…
C 67 55 63 60 29 78 98
9322
6551Team
OpenNews MCP Claim
A cryptocurrency news aggregation server providing AI-powered sentiment ratings…
C 67 55 60 46 57 78 96
9323
qso-graph
sota-mcp Claim
Summits on the Air MCP server. Summit lookup, activator stats, chaser records, …
C 67 54 66 43 N/A 38 94 92
9324
Adrie-coder
A server that assists users in finding electronic components compatible with JL…
C 67 54 62 50 N/A 56 90 75
9325
Danielpeter-99
calcom-mcp Claim 1
MCP server for Calcom. Manage event types, create bookings, and access Cal.com …
C 67 54 61 43 N/A 39 95 96
9326
4geru
Enables AI assistants to send LINE messages, including text, stamps, Flex Messa…
C 67 55 72 100 24 81 40
9327
Paddione
Enables document search and retrieval using TF-IDF vector similarity across HTM…
C 67 54 74 52 N/A 16 90 93
9328
lis186
A Model Context Protocol server that provides accurate Taiwan holiday and makeu…
C 67 55 69 100 57 81 17
9329
Unlock-MCP
Enables AI assistants to search the web using DuckDuckGo and extract clean text…
C 67 54 76 31 N/A 43 92 91
9330
urmilabhuva
Odoo MCP Server Claim 1
Enables AI assistants to interact with Odoo ERP systems through XML-RPC to mana…
C 67 55 74 48 49 80 82
9331
lucky-dersan
GitLab MCP Server Claim
Provides GitLab integration for AI assistants using Model Context Protocol, ena…
C 67 55 66 66 19 77 98
9332
0xKoda
WireMCP Claim 1
A Model Context Protocol server that provides LLMs with real-time network traff…
C 67 54 51 60 N/A 48 84 92
9333
okybaguslukmana
Superset MCP Server Claim 1
An MCP server for Apache Superset that enables AI models to manage dashboards, …
C 67 55 73 36 51 76 98
9334
Seym0n
tiktok-mcp Claim
Interact with TikTok videos
C 67 66 90 67 0 76 80 95
9335
Travis-Prall
GovInfo MCP Server Claim 1
A Model Context Protocol server that provides LLM-friendly access to the offici…
C 67 55 57 68 23 81 100
9336
ofedoren
Foreman MCP Server Claim
Enables interaction with Foreman infrastructure management platform through MCP…
C 67 54 78 35 N/A 48 87 84
9337
BACH-AI-Tools
Provides access to synonyms and antonyms for words through the API Ninjas Thesa…
C 67 55 56 100 42 81 48
9338
vlttnv
Kubernetes Monitor Claim
A read-only MCP server for Kubernetes that allows querying cluster information …
C 67 55 82 26 41 81 99
9339
rogeriolembo
An MCP server that integrates with Sonar API to provide Claude with real-time w…
C 67 55 51 67 42 82 91
9340
FuelLabs
Enables semantic search and interaction with Fuel Network documentation and Swa…
C 67 54 72 62 N/A 24 90 76
9341
MarcusViniciusBarcelos
Provides AI-powered tools to apply UX/UI best practices, Nielsen's heuristics, …
C 67 55 84 83 40 81 30
9342
Yonsn76
MyPos MCP Claim
A Model-Context-Protocol server that connects to MySQL or PostgreSQL databases,…
C 67 54 48 62 N/A 25 95 100
9343
java-jaydev
kiwoom-mcp Claim 1
A Model Context Protocol server that wraps the Kiwoom Securities REST API to pr…
C 67 54 45 66 N/A 61 89 79
9344
Govind-git-123
A Model Context Protocol (MCP) server that provides joke-fetching capabilities,…
C 67 55 48 55 52 82 100
9345
ccw33
Enables multimodal AI capabilities through GLM-4.5V API for image processing, v…
C 67 55 66 100 43 81 33
9346
HuckOps
A Discord bot server based on Model Context Protocol (MCP), enabling AI models …
C 67 55 76 27 49 81 100
9347
maplehilllabs
Enables AI assistants to interact with Slack Lists through comprehensive tools …
C 67 55 76 43 44 81 89
9348
marcciosilva
Turns Confluence documentation into an AI-powered knowledge base, enabling natu…
C 67 54 72 42 N/A 21 95 95
9349
polocap
MCP Code Analyzer Claim 1
An orchestrator that coordinates multiple security and quality tools like Semgr…
C 67 55 90 31 29 82 91
9350
Buu-AI
Buu AI MCP Server
C 67 55 56 67 44 81 84
Showing 9301–9350 of 33593 servers
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