MCP Server Quality Scores

Independent quality analysis of 53551 public MCP servers

53551
Discovered
29763
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 46 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13951
localSummer
A TypeScript implementation of a Model Context Protocol (MCP) server that expos…
C 55 55 84 41 27 81 26
13952
deshartman
An MCP server that enables secure, PCI-compliant payment processing during voic…
C 55 66 57 62 0 42 81 90
13953
aliafsahnoudeh
shahnameh-mcp-server Claim 1
MCP server for accessing the Shahnameh (Book of Kings) Persian epic poem by Fer…
C 55 54 43 25 N/A 22 92 90
13954
filearchitect
Blank Files MCP Claim 1
MCP server for listing and retrieving minimal valid blank files from blankfiles…
C 55 64 51 56 0 37 95 94
13955
sfiorini
youtube-mcp Claim
Search and browse videos, channels, and playlists to fetch titles, descriptions…
C 55 66 100 10 0 47 81 90
13956
JuanPQ26
Enables LLMs and AI applications to interact with Azure DevOps Work Items, supp…
C 55 55 54 17 23 81 99
13957
DaSheng1994
Monitors and analyzes mobile application performance data to detect severe issu…
C 55 55 48 37 24 81 80
13958
BACH-AI-Tools
Crawls and converts DeepWiki documentation pages into Markdown format, enabling…
C 55 66 56 58 0 61 81 83
13959
docdyhr
mcp-wordpress Claim
MCP Server to manage a Wordpress CMS system.
C 55 66 60 41 0 87 81 76
13960
bimgeek
Speckle MCP Server Claim
A bridge between Speckle's API and client applications that enables users to li…
C 55 55 42 37 25 81 90
13961
crazyrabbitLTC
Brex MCP Server Claim 1
A Model Context Protocol server that enables AI agents to interact with Brex fi…
C 55 66 45 72 0 51 80 92
13962
callwallagent
Enables AI agents to make real-world phone calls with AI voice technology and p…
C 55 66 54 65 0 30 82 99
13963
Galiusbro
AI Ops Hub Claim 3
An MCP server with RAG capabilities that provides AI clients secure access to l…
C 55 55 57 50 28 76 56
13964
antidump
AURA MCP Server Claim
Enables Claude and ChatGPT to interact with AURA API for real-time DeFi portfol…
C 55 66 84 43 0 24 81 95
13965
jenstangen1
A Model Context Protocol server that enables AI models to create and manipulate…
C 55 55 57 31 25 81 78
13966
rayenamer
MCP Transport HTTP Claim
A lightweight HTTP transport module that provides a simple interface for sendin…
C 55 54 54 35 N/A 23 95 60
13967
Aas-ee
OpenWebSearch Claim
Web search using free multi-engine search (NO API KEYS REQUIRED) — Supports Bin…
C 55 66 76 10 0 79 82 99
13968
cindyloo
Search, browse, and read your Dropbox files. Find documents by name or content,…
C 55 66 60 66 0 28 81 94
13969
elleys
Enables automated collection and downloading of multimedia content (images, GIF…
C 55 54 42 36 N/A 23 95 77
13970
jethroHuang
Fetch API MCP Server Claim 1
A Model Context Protocol server that enables sending customizable HTTP requests…
C 55 55 45 82 N/A 23 95 18
13971
IAmAlexander
Readwise Claim
Manage your Readwise library by searching, retrieving, and organizing highlight…
C 55 66 86 10 0 62 81 98
13972
Lykhoyda
ask-ollama Claim 2
Bridge Claude with local Ollama LLMs for private AI-to-AI collaboration — no AP…
C 55 54 75 0 N/A 75 89 39
13973
abbasnosrat
Enables AI agents to interact with a retail cars database using SQL queries. Su…
C 55 54 52 17 N/A 16 95 88
13974
devbrother2024
image-generator
C 55 54 60 41 N/A 6 87 70
13975
manavaga
web3-signals Claim
Crypto signal intelligence: 20 assets, 6 dimensions, regime detection, portfoli…
C 55 66 84 36 0 32 76 99
13976
regenrek
Deepwiki MCP Server Claim 1
An MCP server that fetches and converts Deepwiki documentation into Markdown, a…
C 55 66 45 58 0 69 81 90
13977
najva-ai
Zoekt MCP Server Claim 1
An MCP server that provides code search capabilities for AI tools and LLMs usin…
C 55 55 53 33 45 81 64
13978
ReNewator
Enables AI agents to interact with the WYGIWYH expense tracking API through 75 …
C 55 66 96 38 0 21 81 82
13979
nnquant
QMT-MCP-Server Claim
A server application that enables large language models to execute stock tradin…
C 55 54 48 22 N/A 31 89 87
13980
FiloHany
Enables natural language search and interaction with video content through thre…
C 55 55 48 28 28 81 89
13981
hunter-io
Hunter MCP Server Claim
Provides integration between Hunter API and LLM providers supporting the MCP pr…
C 55 66 78 35 0 40 81 100
13982
he-yang
The JSON to Excel MCP provides a standardized interface for converting (1)JSON …
C 55 66 68 60 0 29 81 91
13983
ashwanth1109
Spotify MCP Claim 1
A FastMCP tool that enables control of Spotify through natural language command…
C 55 55 58 23 19 81 90
13984
alex-llm
Query and retrieve information about various adversarial tactics and techniques…
C 55 66 94 33 0 21 82 95
13985
spideynolove
Memory Bank MCP Claim 3
An MCP server that enables persistent memory, structured thinking sessions, and…
C 55 55 39 82 N/A 37 90 19
13986
minji337
MCP Slack Python Claim 1
An MCP server that enables interaction with Slack workspaces through tools for …
C 55 55 39 62 30 81 58
13987
fino-oss
Scans Base L2 smart contracts for security risks. Risk score 0-100, detects bac…
C 55 54 66 0 N/A 29 82 95
13988
mctlhq
mctl-mcp Claim 1
AI-native platform for Kubernetes management and automated GitOps (30+ tools).
C 55 55 58 0 46 82 96
13989
blackboxprojects
A Cloudflare Worker that provides a Model Context Protocol (MCP) interface for …
C 55 55 48 28 21 81 96
13990
Nekzus
npm-sentinel-mcp Claim
NPM Sentinel MCP - AI-powered NPM package analysis for security, dependencies, …
C 55 66 78 31 0 78 86 63
13991
bhuvnsh
mcp-mapmyindia Claim 1
MCP server for India maps - place search, nearby discovery, & directions powere…
C 55 54 51 0 N/A 62 76 97
13992
owayo
Analyzes source code dependencies across multiple programming languages in the …
C 55 54 42 18 N/A 37 94 88
13993
AB498
MCP server that provides computer control capabilities, like mouse, keyboard, O…
C 55 64 66 28 0 53 95 93
13994
chronis10
Enables interaction with Google Docs through a FastMCP server, allowing users t…
C 55 55 48 25 22 80 98
13995
RBasyc
Provides a RESTful API to query laboratory inventory data from MongoDB, includi…
C 55 55 42 32 35 82 85
13996
posidron
PowerShell MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to execute PowerShel…
C 55 55 45 82 N/A 25 80 29
13997
xiaobenyang-com
AI-Persona Claim
An MCP protocol server that supports multi-AI personality summoning and collabo…
C 55 64 72 62 0 45 95 51
13998
Ramakrishna-Gedala
MCP Chess Server Claim
Enables interaction with Chess.com's public API to retrieve player profiles and…
C 55 55 48 22 24 81 100
13999
shaynemeyer
Enables AI assistants to retrieve and access Google Calendar events by date thr…
C 55 55 54 70 25 81 35
14000
danpeig
Enables water and wastewater treatment system design by accessing Plutocalc Des…
C 55 66 80 35 0 35 82 99
Showing 13951–14000 of 53551 servers
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