MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6951
sudinigoutham
An MCP server that scrapes content from web pages, including JavaScript-heavy s…
B 71 54 63 56 N/A 39 92 99
6952
Zwe1
Enables AI coding tools like Cursor to access Figma design files and metadata, …
B 71 55 66 70 44 81 89
6953
thejusdutt
Enables comprehensive web and news searches via the Google Custom Search API wi…
B 71 55 66 65 50 80 91
6954
raphaelmarra
MCP CNPJ Intelligence Claim 2
An MCP server for querying data on 27 million Brazilian companies from the Fede…
B 71 55 69 62 49 78 96
6955
liiklin
A Model Context Protocol server that enables AI assistants like Cursor to direc…
B 71 55 65 100 47 81 51
6956
manishamishraacc
A server that provides browser automation capabilities using Playwright, enabli…
B 71 55 84 43 51 81 94
6957
dmegabyte
Enables Claude to read, write, append, and clear data in Google Sheets directly…
B 71 55 78 100 32 81 46
6958
jamesbrink
MCP Server for Coroot Claim 1
A Model Context Protocol server that provides seamless integration with Coroot …
B 71 55 73 45 61 80 99
6959
lordbasilaiassistant-sudo
MCP server to scan smart contracts on Base for honeypots, rug pulls, and vulner…
B 71 55 72 100 N/A 34 95 40
6960
nkyy
Provides automatic desktop notifications and contextual sounds for Claude Code …
B 71 55 90 83 N/A 23 95 40
6961
muness
Enables interaction with Xero accounting software to create and manage invoices…
B 71 55 94 38 47 81 88
6962
samihalawa
Enables AI assistants to automate Next.js development including project scaffol…
B 71 54 54 62 N/A 41 95 100
6963
Euda1mon1a
koa-fhe Claim
Confidential coprocessor — compute on encrypted data via FHE. Server never sees…
B 71 54 72 40 N/A 51 95 93
6964
JDeun
Enables unified searching across Google Scholar, Google Web Search, and YouTube…
B 71 55 70 71 37 81 90
6965
lgariv
SSH MCP Server Claim
Enables SSH connectivity and remote command execution on servers, allowing user…
B 71 55 72 100 47 81 44
6966
progamesigner
Enables LLMs to search for keywords and fetch full page content from Wikipedia …
B 71 55 68 52 58 83 93
6967
abdou-ghonim
PostgreSQL MCP Server Claim 1
A Model Context Protocol server that provides AI assistants with secure, read-o…
B 71 55 79 61 22 81 99
6968
erkamkavak
Enables creation, validation, rendering, and optimization of SVG images with co…
B 71 55 78 62 35 76 94
6969
saarkia
A write-enabled extension for the official Braze MCP server that allows users t…
B 71 55 90 42 48 81 88
6970
anarsyakir
Enables interaction with Postman workspaces, collections, requests, responses, …
B 71 55 78 57 42 81 92
6971
teomarcdhio
Proxmox MCP Server Claim
Enables read-only interaction with Proxmox homelab VMs and containers, allowing…
B 71 55 60 68 42 81 100
6972
pasie15
Provides AI-powered audio generation and processing through the MusicGPT API, e…
B 71 55 90 40 50 81 89
6973
kodaimaehata
Enables code review through Cursor CLI integration with GPT-5. Provides a curso…
B 71 55 66 100 N/A 41 95 41
6974
rafliruslan
TickTick MCP Server Claim 2
A Model Context Protocol server that integrates with TickTick task management s…
B 71 55 71 58 40 82 98
6975
nvdpsingh
Enables interaction with Gmail through the Gmail API with OAuth2 authentication…
B 71 55 78 62 21 81 99
6976
amurshak
CongressMCP-full Claim
The open Congress.gov MCP server. Provides comprehensive access to the Congress…
B 71 55 84 48 55 82 84
6977
markswendsen-code
yelp Claim 2
MCP server for Yelp - search businesses, read reviews, make reservations
B 71 54 75 57 N/A 32 90 94
6978
ibuildthecloud
Provides an interactive chess game experience through MCP tools with a web-base…
B 71 54 66 60 N/A 43 95 86
6979
jagan-shanmugam
open-streetmap-mcp Claim
An OpenStreetMap MCP server with location-based services and geospatial data.
B 71 54 78 31 N/A 53 90 100
6980
kshern
mcp-tavily Claim 1
B 71 55 68 68 40 82 90
6981
PhialsBasement
Enables browser automation for LLMs on Linux display servers, supporting web in…
B 71 54 86 55 N/A 23 80 99
6982
szeider
Consult7 Claim
Enables AI agents to analyze large codebases and document collections by consul…
B 71 55 90 33 68 81 85
6983
lasaths
Provides access to 1,000+ Phosphor Icons with 6 weight styles, enabling icon se…
B 71 55 80 61 35 80 91
6984
saturngod
A server that connects to The Movie Database API, enabling clients to fetch pop…
B 71 54 86 38 N/A 28 95 97
6985
zhaojw-php
Enables AI assistants to safely query MySQL databases with read-only access, fe…
B 71 55 72 60 42 81 96
6986
GLINCKER
glin-profanity-mcp Claim
Content moderation and profanity detection MCP server with 19 tools, 24 languag…
B 71 64 96 68 0 81 92 96
6987
CafuChino
Enables interaction with Memobird thermal printers to print text, HTML, web pag…
B 71 55 72 70 30 81 93
6988
gourraguis
A server that allows AI agents and clients to programmatically capture screensh…
B 71 55 78 82 N/A 57 95 35
6989
DemeoStep
Provides secure, read-only access to PostgreSQL databases for schema inspection…
B 71 55 78 61 23 81 100
6990
joshuadanpeterson
An intelligent server that transforms local Dash documentation into a context-a…
B 71 55 94 74 N/A 33 95 38
6991
rossshannon
Provides LLMs with read-only access to search, filter, and retrieve bookmark me…
B 71 55 68 71 47 81 84
6992
Sheshiyer
Git MCP Server Claim 2
The Git MCP Server allows AI assistants to perform enhanced Git operations via …
B 71 55 84 62 14 82 95
6993
fvanevski
Enables web scraping and content extraction from URLs using the Trafilatura lib…
B 71 55 74 63 37 81 94
6994
tomek7667
mcp-ctftime Claim
Enables AI assistants to query CTF (Capture The Flag) cybersecurity competition…
B 71 55 60 61 58 81 96
6995
cphoskins
cronometer Claim 2
MCP server for Cronometer — food logs, macros, fasting, biometrics, and recurri…
B 71 55 45 74 N/A 65 83 94
6996
jonradoff
chessmata Claim
Chessmata: chess game for humans and AI agents
B 71 54 68 43 N/A 51 92 99
6997
thesidshah
Pokemon MCP Server Claim
Simulates a Pokemon battle system by providing tools for managing Pokemon, exec…
B 71 55 78 55 34 81 98
6998
streetquant
Jules MCP Server Claim 1
Exposes Google Jules AI capabilities for automated coding tasks, including sess…
B 71 55 78 68 29 76 95
6999
datdeboer
A production-ready MCP server that enables safe, read-only SQL SELECT queries a…
B 71 55 78 61 27 81 96
7000
ramuzes
A Model Context Protocol server that connects AI agents to Apache Jena, enablin…
B 71 55 71 66 40 76 95
Showing 6951–7000 of 67197 servers
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