MCP Server Quality Scores

Independent quality analysis of 33332 public MCP servers

33332
Discovered
24260
Scored
1285
Verified
16957
Complete

Last updated 12 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
5951
promptingbox
Allows users to save, organize, and manage AI prompts, folders, and tags direct…
B 72 55 60 72 48 81 99
5952
pipethedev
Enables LLMs to automate web browsing through BrowserCat's cloud browser servic…
B 72 55 78 66 23 81 99
5953
tech-spoke
Provides Cursor-like code intelligence using tools like ripgrep, ctags, and tre…
B 72 54 92 51 N/A 27 90 84
5954
tgeselle
bugsnag-mcp Claim 2
An MCP server for interacting with [Bugsnag](https://www.bugsnag.com/)
B 72 55 75 66 28 82 100
5955
dennypradipta
Enables date and time operations including formatting, arithmetic, comparisons,…
B 72 55 74 60 45 81 96
5956
cmeans
clipboard-mcp Claim
MCP server that reads and writes the system clipboard — tables, text, code, JSO…
B 72 54 82 33 N/A 69 92 84
5957
msaelices
A Python server that enables language models like Claude to interact with Whats…
B 72 55 68 66 50 80 94
5958
longmaba
JIRA MCP Server Claim
Enables AI assistants to search, view, create, and update JIRA issues using nat…
B 72 55 86 63 26 81 89
5959
viowb
Provides basic utility tools including calculator for arithmetic operations, te…
B 72 54 78 56 N/A 32 87 100
5960
edenking0621-png
Enables secure interaction with Notion through a suite of tools for searching, …
B 72 55 78 68 27 82 91
5961
Golto
Pylpex MCP Claim
Enables execution and analysis of Pylpex code through an interpreter, supportin…
B 72 54 66 56 N/A 44 95 94
5962
ssdavidai
Enables AI agents to store and retrieve memories with user-specific context usi…
B 72 55 78 71 24 81 91
5963
ifmelate
MCP Image Extractor Claim 1
A Model Context Protocol server that extracts images from URLs or base64 data a…
B 72 55 61 52 83 83 91
5964
yty-build
Enables interaction with PostgreSQL databases through a production-ready MCP se…
B 72 55 100 31 42 81 100
5965
yudppp
An MCP server that enables users to retrieve, filter, and search through Claude…
B 72 54 69 65 N/A 26 90 99
5966
aitrados
A comprehensive, free MCP server designed specifically for financial analysis a…
B 72 54 78 60 N/A 36 95 83
5967
skysqlinc
skysql-mcp Claim
Serverless MariaDB Cloud DB MCP server. Tools to launch, delete, execute SQL an…
B 72 55 68 68 45 76 99
5968
galangw
Enables web searching via Google Search and AI Mode, plus advanced web scraping…
B 72 55 72 100 29 81 60
5969
UpperMoon0
Web-Scout Claim
Enables AI-powered web searches using DuckDuckGo with automatic summarization v…
B 72 55 78 66 30 81 94
5970
tko85
Enables conversational processing of Daily Status Reports (DSR) by extracting, …
B 72 55 92 56 32 81 89
5971
raghavendraprakash
A comprehensive Model Context Protocol implementation for the Swagger Petstore …
B 72 55 90 61 18 81 96
5972
KianSalem
griptape-mcp Claim
Provides AI assistants with direct access to official Griptape framework docume…
B 72 54 70 35 N/A 72 95 92
5973
widjis
SSH MCP Server Claim
Enables SSH operations including connecting to remote servers, executing comman…
B 72 55 84 100 33 81 43
5974
itsablabla
Infrastructure orchestration server for deploying and managing MCP servers on F…
B 72 55 90 83 N/A 28 95 45
5975
HorkyChen
A simple FastAPI-based MCP server that provides book-related tools, currently s…
B 72 54 86 33 N/A 40 95 100
5976
Automata-Labs-team
An MCP server to create secure code sandbox environment for executing code with…
B 72 55 61 58 64 80 100
5977
KaranThink41
Enables interaction with HubSpot CRM to create, update, delete, and fetch summa…
B 72 55 72 66 42 81 91
5978
rileyedwards77
Provides a standardized way to integrate Perplexity AI's features like chat, se…
B 72 55 82 68 23 80 92
5979
yunfeizhu
MCP Mail Server Claim 1
A Model Context Protocol server that enables email operations through POP3 and …
B 72 55 75 52 51 81 100
5980
Bankless
onchain-mcp Claim
Bankless Onchain API to interact with smart contracts, query transaction and to…
B 72 55 80 60 37 82 92
5981
mr-wolf-gb
Cross-platform command execution server that intelligently adapts shell command…
B 72 55 78 82 N/A 55 95 40
5982
Junhan2
Enables AI image generation, editing, composition, and style transfer in Claude…
B 72 55 60 77 47 81 94
5983
jiawang1
A stateless HTTP streaming MCP server built with Express that provides tools to…
B 72 54 78 41 N/A 40 95 98
5984
asklokesh
Zoho Crm Claim 3
MCP server for Zoho CRM API integration
B 72 55 75 91 N/A 62 83 39
5985
bkalafat
diffpilot Claim 1
MCP server for PR code review, commit messages, changelogs, and secret detectio…
B 72 54 81 53 N/A 27 90 96
5986
suckerfish
Enables fetching, searching, and analyzing YouTube video transcripts in multipl…
B 72 55 88 58 27 81 94
5987
donthemannn
A Model Context Protocol server that provides persistent memory and conversatio…
B 72 54 75 53 N/A 34 95 95
5988
n24q02m
better-email-mcp Claim
IMAP/SMTP MCP server for Email with composite tools. Multi-account, auto-discov…
B 72 54 60 51 N/A 85 83 88
5989
junqing258
PlantUML MCP Server Claim 1
Enables AI assistants to generate UML diagrams from text descriptions using Pla…
B 72 54 78 58 N/A 27 87 100
5990
pgzhang
MCP Google Server Claim 2
A Model Context Protocol server that provides web search capabilities using Goo…
B 72 55 63 68 45 80 100
5991
whiteprompt
Eraser MCP Server Claim
Creates, validates, and fixes diagrams on Eraser.io using their API. Supports s…
B 72 55 78 66 29 81 94
5992
six-ben
axure-mcp-server Claim
Extracts text, image links, and structural content from public Axure share page…
B 72 55 78 82 53 81 58
5993
IAcademico
Weather MCP Server Claim
Enables real-time weather information retrieval and local search history manage…
B 72 54 74 58 N/A 24 95 96
5994
minte-app
mcp-untun Claim 1
mcp-untun
B 72 55 68 100 N/A 31 88 59
5995
pkt-lab
mcp-svd Claim 2
An MCP server that provides AI coding assistants with access to official ARM CM…
B 72 54 71 58 N/A 30 91 100
5996
songlairui
Enables creation and management of knowledge graphs with entities, relationship…
B 72 55 80 68 21 81 94
5997
jpbullalayao
Creates shareable Pokepaste URLs from Pokémon team data, allowing users to form…
B 72 55 86 100 41 81 33
5998
GongRzhe
Quickchart-MCP-Server Claim 2
An MCP server for generating customizable data visualizations using QuickChart.…
B 72 55 79 63 47 80 84
5999
renepajta
m365-copilot-mcp Claim
Integrates Microsoft 365 enterprise data into GitHub Copilot and Claude Desktop…
B 72 55 72 67 47 82 89
6000
sangreal-007
Generates witty, citation-backed responses to health myths and misinformation w…
B 72 55 90 56 24 81 97
Showing 5951–6000 of 33332 servers
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