MCP Server Quality Scores

Independent quality analysis of 33379 public MCP servers

33379
Discovered
25427
Scored
1446
Verified
16957
Complete

Last updated 41 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
6901
oscal-compass
An MCP server that provides tools to author OSCAL security compliance documenta…
B 71 54 57 61 N/A 52 92 91
6902
jiechau
Enables users to ask questions to a persona named Vincent and get yes/no answer…
B 71 55 78 100 N/A 23 95 37
6903
andnp
Enables semantic search over local Markdown documentation using hybrid retrieva…
B 71 54 78 33 N/A 65 92 90
6904
endaoment
A server that allows AI models to interact with PostgreSQL databases through a …
B 71 55 78 66 26 81 90
6905
nicholaswilde
Enables access to agent instruction files and prompts for AI development workfl…
B 71 55 66 51 68 81 93
6906
fvanevski
Enables web scraping and content extraction from URLs using the Trafilatura lib…
B 71 55 74 63 37 81 94
6907
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
6908
tcsenpai
Transforms any documentation website (GitBook, Vercel docs, Next.js sites, etc.…
B 71 55 94 36 44 81 95
6909
netalees
Enables autonomous agents to discover and bid on unused LLM token quota through…
B 71 55 80 46 43 83 97
6910
sfc-gh-tjia
Enables AI assistants to securely connect to Snowflake data warehouses and exec…
B 71 55 84 48 46 81 88
6911
WhenYouAreStrange
goodbook-mcp Claim
A modern Model Context Protocol (MCP) server that works exclusively with PDF fi…
B 71 55 78 91 N/A 23 95 48
6912
Imsxm15
AIO-Osint Claim
All in one Osint tools
B 71 54 90 28 N/A 37 95 99
6913
flutterninja9
Better Fetch Claim 1
A Model Context Protocol server that intelligently fetches and processes web co…
B 71 55 63 100 50 81 52
6914
shubhamgrg04
Scrapes and serves India's national vehicle registration database (VAHAN Dashbo…
B 71 55 80 66 28 80 88
6915
isnbh0
TOYBOX MCP Server Claim
Zero-friction publishing platform that enables Claude Desktop users to publish …
B 71 55 84 58 32 80 92
6916
pbandreddy
Provides programmatic access to BlazeMeter's performance testing platform throu…
B 71 55 78 71 23 81 91
6917
raidenyn
Enables interaction with Telegram chat history, including text, photos, and doc…
B 71 54 60 67 N/A 32 90 99
6918
srafi26
MCP Server Claim 1
A Model Context Protocol server implementation that provides basic utility tool…
B 71 55 75 100 N/A 23 95 40
6919
RadiumGu
A robust task scheduler server built with Model Context Protocol for scheduling…
B 71 54 78 35 N/A 42 95 100
6920
skr-cloudify
Repomix Claim
Package remote and local repositories into a compact bundle for rapid code comp…
B 71 54 48 71 N/A 50 95 90
6921
Uzbyr
Enables management of Mistral AI agents through MCP tools including creating, l…
B 71 55 72 65 27 81 99
6922
SlanyCukr
Enables AI agents to generate and manage specialized bug bounty hunting workflo…
B 71 55 90 58 29 81 84
6923
ytzlax
Firebase Realtime Database
B 71 54 66 65 N/A 43 89 89
6924
SunflowersLwtech
mcp_creator_growth Claim
Intelligent learning sidecar for AI coding assistants. Helps developers learn f…
B 71 54 60 57 N/A 60 92 85
6925
bahfahh
A simple server that provides basic mathematical operations (sum and subtractio…
B 71 55 84 58 23 81 98
6926
tizee
Unix Manual Server Claim 1
Provides Unix command documentation directly within Claude conversations, allow…
B 71 55 66 71 37 78 97
6927
QianJue-CN
Random.org MCP Server Claim 1
A Model Context Protocol server that provides access to api.random.org for gene…
B 71 55 63 62 45 81 100
6928
git-scarrow
Oracle MCP Server Claim
Provides flexible access to Oracle databases for AI assistants like Claude, sup…
B 71 55 96 75 39 81 49
6929
CLOUDWERX-DEV
GPT Image 1 MCP Claim 1
A Model Context Protocol server that enables generating and editing images usin…
B 71 55 69 72 46 81 82
6930
karayaman
Interact with the Lichess chess platform using natural language. Manage your ac…
B 71 55 85 65 N/A 43 81 68
6931
supercurses
Creates and manipulates PowerPoint presentations with capabilities for adding v…
B 71 54 90 26 N/A 48 95 92
6932
terryso
mcp-pinterest Claim
A Pinterest Model Context Protocol (MCP) server for image search and informatio…
B 71 55 84 83 66 81 32
6933
WoodSong
Provides programmatic access to SAP Fiori Jetpack Compose UI SDK documentation,…
B 71 54 78 58 N/A 21 95 92
6934
cfsandoval
An MCP server that enables LLMs to interact with the Moodle platform to manage …
B 71 55 63 68 41 81 100
6935
dorianglz
Bubble MCP Claim
Enables AI assistants to interact with Bubble.io applications through the Model…
B 71 55 72 66 32 81 98
6936
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
6937
cds-id
A ready-to-use starter implementation of the Model Context Protocol (MCP) serve…
B 71 55 68 70 26 81 100
6938
chatmcp
A TypeScript-based MCP server that implements virtual try-on capabilities using…
B 71 55 86 95 40 81 35
6939
rezashahnazar
Integrates Perplexity AI's chat capabilities with real-time web search, enablin…
B 71 55 86 100 28 81 39
6940
Dustyposa
A high-performance server for analyzing GitHub user starred repositories, provi…
B 71 55 62 73 39 82 93
6941
ravinahp
Enables users to validate the existence of email addresses through a simple Fas…
B 71 55 54 82 N/A 19 95 93
6942
EmanuelJr
web3-mcp-server Claim
Enable to request information from EVM chains
B 71 55 80 58 26 81 97
6943
twolven
Puppeteer MCP Server Claim 2
A Model Context Protocol server that provides browser automation capabilities u…
B 71 54 75 56 N/A 36 82 100
6944
shashwatgtm
icp-intelligence-mcp Claim 1
Deep ICP Analysis with Pattern Detection - 9 B2B targeting tools
B 71 54 90 47 N/A 29 92 84
6945
vlad-ds
Maccy Clipboard MCP Claim 1
An MCP server that gives Claude and other AI assistants access to your Maccy cl…
B 71 54 79 56 N/A 20 95 94
6946
bastienchabal
Gmail MCP Server Claim
Enables intelligent integration with Gmail and Google Calendar for context-awar…
B 71 55 72 66 27 80 98
6947
tannertm0
Enables AI assistants to connect with Freshservice ITSM for managing tickets, a…
B 71 55 76 63 35 80 90
6948
CoderDayton
MCP server for structured reasoning with cognitive trap detection, verification…
B 71 54 69 21 N/A 84 94 99
6949
JoeyRubas
Celery MCP Claim
Enables interaction with Celery distributed task queues through MCP tools. Supp…
B 71 55 54 82 42 81 92
6950
sgup
Enables searching and retrieving icons from The Noun Project API with advanced …
B 71 55 78 67 23 81 94
Showing 6901–6950 of 33379 servers
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