MCP Server Quality Scores

Independent quality analysis of 66455 public MCP servers

66455
Discovered
31805
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 6 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7001
seek-your-way-out
Enables interaction with Cloudflare D1 databases through natural language by pr…
B 71 55 86 52 29 81 96
7002
nkyy
Provides automatic desktop notifications and contextual sounds for Claude Code …
B 71 55 90 83 N/A 23 95 40
7003
dalisecurity
WAF security testing: 5,500+ payloads, 25 WAF fingerprints, 21 recon checks, by…
B 71 54 84 23 N/A 70 95 86
7004
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
7005
yshalsager
4get MCP Server Claim
Enables web, image, and news search through the 4get Meta Search engine API. Fe…
B 71 55 70 47 70 81 91
7006
dakl
arxiv-mcp Claim
Provides tools to search for arXiv papers, retrieve full-text HTML content via …
B 71 55 70 52 50 81 98
7007
gavinHuang
PDF2MD MCP Server Claim 1
An MCP server that converts PDF files to Markdown format using AI sampling capa…
B 71 55 51 82 46 81 91
7008
zegh6389
An intelligent system that automatically scrapes Canadian news sources, process…
B 71 55 84 62 22 81 92
7009
jahfer
DAV MCP Server Claim 1
A Model Context Protocol server that allows users to interact with their CalDAV…
B 71 55 63 72 41 81 94
7010
sfc-gh-tjia
Enables AI assistants to securely connect to Snowflake data warehouses and exec…
B 71 55 84 48 46 81 88
7011
Uninen
DevServer MCP Claim 1
An MCP server that enables programmatic management and monitoring of developmen…
B 71 55 57 52 73 82 96
7012
Wayfinder-Foundry
STAC MCP Server Claim
Enables AI assistants to search and access geospatial datasets through STAC (Sp…
B 71 55 62 82 70 81 60
7013
cameronking4
⚡ Cut LLM inference costs 80% with Programmatic Tool Calling. Instead of N tool…
B 71 54 100 36 N/A 24 89 91
7014
erinlkolp
Discord MCP Server Claim
Enables direct interaction with Discord servers to send messages, read channel …
B 71 55 72 72 27 80 95
7015
TheoEwzZer
winsight Claim
Windows Screen Capture MCP Server — give Claude Code eyes on your desktop.
B 71 54 66 32 N/A 69 95 100
7016
AdJIa
Mail MCP Server Claim 2
An MCP server providing comprehensive email management through IMAP and SMTP, a…
B 71 55 79 63 27 82 95
7017
mbrt
Kustomize MCP Claim 1
An MCP server designed to help AI models refactor Kubernetes configurations by …
B 71 54 57 68 N/A 33 95 96
7018
rezashahnazar
Integrates Perplexity AI's chat capabilities with real-time web search, enablin…
B 71 55 86 100 28 81 39
7019
srinath1510
alltrails-mcp-server Claim 1
A MCP server that provides access to AllTrails data, allowing you to search for…
B 71 55 79 37 54 85 100
7020
iishyfishyy
mermaid-live-mcp Claim
MCP server that generates Mermaid diagrams with live browser preview, supports …
B 71 54 60 55 N/A 40 95 100
7021
TonyBro
Automates the creation of React Three Fiber game projects with various template…
B 71 54 78 55 N/A 21 95 91
7022
verIdyia
spotify-mcp Claim 1
An MCP server that enables users to control Spotify playback, search music, and…
B 71 55 63 67 53 80 90
7023
NFTGo
NFTGo MCP Server Claim
Provides access to NFTGo's Developer API for retrieving NFT collection details,…
B 71 55 84 65 27 78 90
7024
eclipsevr-live
A comprehensive Twitch MCP (Model Context Protocol) server providing chat moder…
B 71 55 70 73 22 81 97
7025
Clearner1
Task MCP Claim
Enables AI assistants to manage Dida365 (滴答清单) tasks through the Model Context …
B 71 55 72 70 31 81 89
7026
rossshannon
Provides LLMs with read-only access to search, filter, and retrieve bookmark me…
B 71 55 68 71 47 81 84
7027
pbandreddy
Provides programmatic access to BlazeMeter's performance testing platform throu…
B 71 55 78 71 23 81 91
7028
MissionSquad
An MCP server implementation that integrates the SearXNG API for powerful web s…
B 71 55 71 100 45 81 46
7029
uright
A Model Context Protocol server that enables AI agents to interact with Azure D…
B 71 55 63 100 N/A 43 95 40
7030
lxy2109
Doubao TTS MCP Claim 1
A Model Context Protocol server that wraps Volcengine's Text-to-Speech API, all…
B 71 55 57 82 44 81 87
7031
knight0zh
MSSQL MCP Server Claim 2
A Model Context Protocol server that enables executing SQL queries and managing…
B 71 55 69 100 52 81 44
7032
ganhammar
A Home Assistant Custom Component that provides an MCP server using HTTP transp…
B 71 54 86 26 54 95 91
7033
r3xsean
bigread-mcp Claim
Calculates optimal chunk offsets for large files to bypass Claude Code's 50K ch…
B 71 54 66 52 N/A 50 92 95
7034
meefer33
A TypeScript MCP server implementation using Express.js that provides basic too…
B 71 55 78 61 27 81 98
7035
peximo
Drupal MCP Server Claim
Enables AI models to interact with Drupal 10+ sites via JSON:API for querying, …
B 71 55 78 67 24 81 93
7036
PawelWaj
Backstage MCP Server Claim 1
Provides comprehensive Backstage framework knowledge and development assistance…
B 71 55 84 58 23 80 97
7037
dsouzaAnush
Heroku Code MCP Claim
Search and execute Heroku Platform API operations
B 71 55 72 72 N/A 30 81 89
7038
dynamicendpoints
Extract content from Microsoft Learn and GitHub URLs and store it in PocketBase…
B 71 55 72 100 N/A 26 95 46
7039
jcwleo
CCXT MCP Server Claim 1
A Model Context Protocol server that enables LLMs to interact with cryptocurren…
B 71 55 63 68 54 81 90
7040
988664li-star
Enables web search through DuckDuckGo and webpage content fetching with intelli…
B 71 55 56 82 43 81 90
7041
NakiriYuuzu
sql-mcp Claim 1
A Model Context Protocol server for interacting with MSSQL and PostgreSQL datab…
B 71 55 51 75 51 81 97
7042
blazickjp
Shell MCP Server Claim
A secure server that enables AI applications to execute shell commands in speci…
B 71 55 94 36 43 81 92
7043
mpreziuso
MCP Atlas Claim 1
An MCP server that enables AI assistants to manage database migrations and vali…
B 71 55 71 91 N/A 49 95 35
7044
acyment
Enables running Swift package tests through the swift test command in specified…
B 71 54 66 60 N/A 39 95 91
7045
karayaman
Interact with the Lichess chess platform using natural language. Manage your ac…
B 71 55 85 65 N/A 43 81 68
7046
cskwork
A BM25-based MCP server that enables document search and retrieval across struc…
B 71 55 84 57 24 82 95
7047
amannm
DoorDash MCP Server Claim 1
Enables interaction with the DoorDash Drive API to create, manage, and track de…
B 71 55 92 95 24 81 41
7048
oeo
Enables crawling and extracting clean content from documentation websites with …
B 71 55 90 56 23 80 92
7049
hd-deman
Enables interaction with Helm charts on ArtifactHub by providing tools to retri…
B 71 54 60 58 N/A 56 90 94
7050
dinesh-nalla-se
playwright-mcp Claim 1
Playwright Tools for MCP
B 71 55 62 100 N/A 54 83 46
Showing 7001–7050 of 66455 servers
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