MCP Server Quality Scores

Independent quality analysis of 50515 public MCP servers

50515
Discovered
29747
Scored
2112
Verified
16952
Complete

Last updated 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16101
joeseesun
A server that enables uploading files to Qiniu Cloud Storage through a standard…
F 25 55 50 35 18 71 89
16102
emiliobool
MCP Relay Server Claim 1 2
This server allows integration with Discord, enabling message exchanges between…
F 25 54 60 61 N/A 17 90 91
16103
CSteenkamp
Searchclaw Claim 2
Description: An MCP server with 15 tools covering web search, scraping, extract…
F 25 55 76 70 52 78 96
16104
elijahdev0
mcp-runware Claim 1
Create high-quality images and videos fast from text or reference images. Perso…
F 25 66 84 10 0 27 80 83
16105
alexcong
Gemini DeepSearch MCP Claim 2
An automated research agent that leverages Google Gemini models and Google Sear…
F 25 55 60 52 40 78 92
16106
MissionSquad
mcp-helper-tools Claim 1
Fork of @cyanheads toolkit MCP server. Added encoding functions, removed system…
F 25 55 78 61 37 80 100
16107
Yorick-Ryu
md2doc Claim 1 3
An MCP server that converts Markdown text to DOCX format using an external conv…
F 25 55 63 82 34 80 93
16108
googlemaps
platform-ai Claim 2
Google Maps Platform Code Assist MCP
F 25 54 78 70 N/A 51 87 92
16109
TeXmeijin
Manalink MCP Server Claim 1 3
A Model Context Protocol server implementation that enables AI assistants to se…
F 25 54 51 57 N/A 28 89 75
16110
algtools
A template for deploying custom MCP servers on Cloudflare Workers without authe…
F 25 55 78 70 29 78 93
16111
grandmastr
Chronos MCP Server Claim 1 3
A Model Context Protocol server for integrating AI assistants like Claude Deskt…
F 25 55 71 66 43 71 98
16112
sriramnatrajhen
humsana-mcp Claim 1 2
Detect developer stress, focus, fatigue from typing. Block dangerous commands w…
F 25 54 84 41 N/A 32 87 97
16113
utkarshagar2121
KiteMCP Claim 1
A command-based MCP server that enables programmatic stock trading on Zerodha t…
F 25 54 76 47 N/A 28 82 100
16114
Zavdielx89
Enables Claude AI to send real-time notifications to Slack channels with suppor…
F 25 55 90 58 47 80 100
16115
funchs
Enables integration with iFlytek's SparkAgent Platform to invoke task chains an…
F 25 55 96 60 47 71 88
16116
meshpop
wire Claim 1
WireGuard mesh VPN management MCP — configure peers, manage tunnels, monitor co…
F 25 54 90 63 N/A 47 87 99
16117
zach-snell
jtk Claim 1
Jira CLI & MCP Server — dual-mode Go binary for Jira Cloud with 9 tools, 4 prom…
F 25 55 72 70 66 77 40
16118
shunkus
Mochi MCP Server Claim 1
Enables AI assistants to create and manage Mochi Cards flashcards, including ca…
F 25 66 94 66 0 32 80 95
16119
peancor
Moodle MCP Server Claim 1 3
An MCP server that enables LLMs to interact with Moodle platforms to manage cou…
F 25 55 63 68 51 80 93
16120
mardraze
Jobs MCP Server Claim 1
A Node.js and TypeScript server that enables searching for job listings and acc…
F 25 54 72 26 N/A 30 89 91
16121
HeshamFS
mcp-tool-factory Claim 1 2
Generate MCP servers from natural language, OpenAPI specs, or database schemas.
F 25 54 100 33 N/A 75 68 91
16122
sensiblecoder
Solar2D MCP Server Claim 2 3
Enables AI assistants to run, debug, and interact with Solar2D projects by capt…
F 25 54 100 58 N/A 41 87 93
16123
mbeato
apimesh Claim 1
74 paid web-analysis APIs (SEO, security, TLS, DNS, email) as MCP tools. USDC v…
F 25 55 78 51 N/A 34 80 100
16124
ampcome-mcps
Enables AI assistants to use Apify Actors as tools to perform specific tasks li…
F 25 55 78 42 N/A 54 80 91
16125
localstack
localstack-mcp-server Claim 1 2
A MCP server for LocalStack to manage local AWS environments, including lifecyc…
F 25 55 86 100 N/A 58 78 50
16126
toadlyBroodle
satring Claim 1
Discover and compare L402 + x402 paid API services from satring.com, the best c…
F 25 55 96 72 42 78 95
16127
yarmijosp94
Evaluar MCP Server Claim 1 2
Enables users to manage and launch eTalent recruitment processes on the Evaluar…
F 25 55 84 63 27 80 99
16128
piplabs
Story SDK MCP Server Claim 1
Provides tools for managing IP assets and licenses, interacting with the Story …
F 25 55 90 41 49 77 93
16129
rishabh17081
Provides integration with PayPal's Account Updater service, enabling merchants …
F 25 55 70 35 40 74 79
16130
s3cr1z
jina-ai-mcp Claim 1 2
mcp.jina.ai/sse
F 25 66 92 92 100 50 80 100
16131
juanisidoro
securecode-mcp Claim 1 2
Secrets vault for Claude Code with audit logs, MCP access rules, and AES-256 en…
F 25 55 76 0 47 74 94
16132
concierge-hq
concierge Claim 1 2
🚀 Universal SDK for building next-gen MCP servers
F 25 54 92 32 N/A 67 90 96
16133
MOHAMAD-ZUBI
Enables AI assistants to search for business leads using FlashLeads' web harves…
F 25 55 84 66 39 80 93
16134
EgzonArifi
Povio Worklog MCP Server Claim 1 2
Automates the generation of professional worklogs by analyzing git commits with…
F 25 55 90 57 53 80 95
16135
newbpydev
VS Code extension that exposes diagnostic problems via Model Context Protocol (…
F 25 54 84 68 N/A 80 90 92
16136
Dishant27
linkedin-mcp-server Claim 1 2
Enables LLMs to search for LinkedIn profiles and retrieve detailed profile info…
F 25 54 54 62 59 89 93
16137
albertshao
Wiki MCP Server Claim 1 2
An MCP Server implementation that enables managing Confluence wiki pages throug…
F 25 55 45 52 18 77 93
16138
handaas
Provides comprehensive building and office address information queries for ente…
F 25 66 60 35 0 19 74 62
16139
beomzh
hwpConverMdMCP Claim 1 2
An MCP server that enables LLMs to convert HWP and HWPX documents into Markdown…
F 25 55 45 61 40 82 83
16140
detailobsessed
codereviewbuddy Claim 1 2
MCP server that helps AI coding agents interact with AI code reviewers on GitHu…
F 25 54 96 71 N/A 88 90 86
16141
aifity
GitHub Claim 1
Connect AI assistants to GitHub - manage repos, issues, PRs, workflows, and git…
F 25 66 92 65 0 81 71 99
16142
xiandan-erizo
Confluence MCP Server Claim 1 2
An MCP server that enables searching and retrieving content from Confluence doc…
F 25 55 27 31 21 78 89
16143
aakankshagupta18
A comprehensive learning project demonstrating MCP server implementation with t…
F 25 55 90 62 24 80 95
16144
harrybin
Visuals MCP Server Claim 1 2
An MCP server that provides interactive visualizations including tables, charts…
F 25 54 75 56 39 89 90
16145
pinkpixel-dev
taskflow-mcp Claim 2
A task management Model Context Protocol (MCP) server that helps AI assistants …
F 25 55 88 65 N/A 70 87 87
16146
boettiger-lab
DuckDB MCP Server Claim 2
Enables AI assistants and IDEs to execute SQL queries on local DuckDB databases…
F 25 55 84 58 56 74 100
16147
MladenSU
cli-mcp-server Claim 1
Command line interface with secure execution and customizable security policies
F 25 54 96 65 N/A 51 88 95
16148
Azhar-obenan
Obenan MCP Server Claim 2
A simple note storage and management system that allows users to add, access, a…
F 25 54 78 66 N/A 21 88 91
16149
GetSpines
spines Claim 1
Access book collections, reading lists, and bookshelf recognition from AI assis…
F 25 55 76 0 N/A 76 71 99
16150
AdsMCP
tiktok-ads-mcp-server Claim 1 3
A Model Context Protocol server for TikTok Ads API integration, enabling AI ass…
F 25 55 81 66 49 80 94
Showing 16101–16150 of 50515 servers
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