MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32320
Scored
2112
Verified
16953
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
13151
chronis10
Enables users to manage Gmail by fetching recent emails with pagination and cre…
C 59 54 50 38 N/A 21 90 93
13152
meltingpixelsai
zero-core-verify Claim
Post-tx outcome verification via LLM-as-judge. Zero Core Verify.
C 59 54 48 43 40 78 89
13153
yuna0x0
yuna0x0-hackmd-mcp Claim 1
Interact with your HackMD notes and teams seamlessly. Manage your notes, view r…
C 59 66 57 72 0 75 70 94
13154
kvrancic
Create personas of real people from their public web content. Ask questions and…
C 59 54 60 28 N/A 22 95 83
13155
njohnsn
Provides weather information through OpenWeather API, enabling users to get cur…
C 59 55 56 41 19 81 89
13156
valyuAI
A Model Context Protocol server that provides LLMs with access to Valyu's knowl…
C 59 66 75 71 0 40 81 83
13157
ampcome-mcps
Aiven MCP Server Claim
Provides access to Aiven's PostgreSQL, Kafka, ClickHouse, Valkey and OpenSearch…
C 59 55 54 30 41 81 90
13158
mtib
A dockerized Python MCP server that manages flash card projects using OpenAI em…
C 59 55 68 27 16 76 100
13159
dmarsters
Provides a catalog of curated author writing styles and tools to blend or analy…
C 59 55 60 25 27 83 99
13160
Miandari
Builds a searchable knowledge base from YouTube video transcripts with hybrid s…
C 59 55 60 30 27 81 91
13161
svngoku
A secure Docker-based environment that allows AI assistants to safely execute c…
C 59 55 60 35 21 76 95
13162
Arindam200
devto-mcp Claim 1
MCP Server of DevTo
C 59 55 39 35 N/A 48 81 100
13163
jasper-zsh
Enables ESP-IDF firmware development through MCP by providing tools to manage E…
C 59 54 48 36 N/A 18 90 99
13164
sheacoding
MCP Reminder Claim 1
An MCP server for managing alarms and todo lists with support for natural langu…
C 59 54 39 43 N/A 27 91 94
13165
1yhy
OSS MCP Server Claim 1
A Model Context Protocol server that enables large language models to upload fi…
C 59 55 41 60 25 81 83
13166
vinitv
Enables web search capabilities through the Tavily API. Allows users to search …
C 59 55 54 37 25 81 92
13167
apito-io
Apito MCP Server Claim 1
Enables LLMs to interact with Apito's system GraphQL API to build and manage he…
C 59 66 80 65 0 29 80 92
13168
quanticsoul4772
Enables formal logical reasoning, mathematical problem-solving, and proof const…
C 59 66 96 32 0 57 80 91
13169
bhargava2019
Implements a Model Context Protocol server that enables natural language intera…
C 59 55 44 45 27 81 99
13170
Areso
safe-ssh-mcp Claim
A secured scoped SSH MCP server for executing safe read-only diagnostic DevOps …
C 59 54 58 0 N/A 68 82 98
13171
search-atlas-group
SearchAtlas MCP Server connects AI assistants to the SearchAtlas platform, prov…
C 59 66 60 72 0 52 81 91
13172
jessicarod7
A simple MCP server that retrieves and displays status information and incident…
C 59 54 52 22 N/A 21 95 100
13173
minhluuquang
Enables AI assistants to programmatically read, update, and manage Visual Studi…
C 59 54 76 58 N/A 26 89 28
13174
Z333Q
p402 Claim
Multi-provider AI router with x402 micropayment settlement on Base L2. 1% flat …
C 59 55 68 0 N/A 70 71 97
13175
xiaobenyang-com
arxiv-paper Claim
A paper retrieval and content parsing tool based on arXiv, supporting paper sea…
C 59 64 72 67 0 45 95 72
13176
Lumif-ai
Provides technical analysis tools for cryptocurrency trading data, calculating …
C 59 55 66 31 17 78 94
13177
Jahnik
A complete ChatGPT App implementation using MCP with OAuth2 authentication via …
C 59 66 78 72 0 24 81 89
13178
GPBK-STUY
TreasuryOS Claim
An AI-powered treasury management MCP server that enables users to perform comm…
C 59 55 58 31 27 81 93
13179
whtan410
MCP Code Reviewer Claim
An AI-powered server for code analysis, requirements validation, and automated …
C 59 55 60 36 22 81 89
13180
duriantaco
skylos Claim
Dead code detection, security scanning, and code quality analysis for Python, T…
C 59 64 84 26 0 84 83 89
13181
owayo
Generates a JSON file tree from a specified directory's 'src' folder, adhering …
C 59 54 48 25 N/A 38 95 88
13182
apify
apify-mcp-server Claim
Extract data from any website with thousands of scrapers, crawlers, and automat…
C 59 66 94 10 0 87 81 93
13183
a2amarket
ClamAV MCP Claim
A server that enables scanning files for viruses using the ClamAV engine, provi…
C 59 55 56 28 36 81 91
13184
ish-joshi
Leonardo MCP Server Claim 1
A Model Context Protocol server that enables AI assistants to generate images u…
C 59 55 59 33 23 81 93
13185
cserra16
A local testing MCP server that provides weather information for L'Hospitalet d…
C 59 54 48 30 N/A 24 94 98
13186
xiguaxiaome
xigua-MCP Claim 1
A Model Context Protocol server that extends AI capabilities through tools for …
C 59 55 45 55 16 81 90
13187
Anarcyst
YouTube MCP Server Claim
A zero-config server that enables searching YouTube videos, retrieving transcri…
C 59 55 70 0 51 81 99
13188
leezhuuuuu
Skills MCP Claim
A package manager for AI agents that connects LLMs to a global registry of capa…
C 59 64 54 68 0 44 95 100
13189
mfang0126
A Model Context Protocol (MCP) Server that provides unified access to multiple …
C 59 55 78 65 16 81 35
13190
0lovesakura0
Enables Claude Desktop to search private documents using Azure AI Search and pe…
C 59 55 60 32 22 81 93
13191
KennanYang
Enables generation of comprehensive financial reports for major companies like …
C 59 54 80 33 N/A 20 95 52
13192
abhijeetka
A server that enables LLMs to manage Kubernetes clusters through natural langua…
C 59 55 68 25 23 81 94
13193
Anilinfo2015
An MCP server that retrieves jokes from three different sources: Chuck Norris j…
C 59 55 53 17 49 83 100
13194
bobby38
A deployable MCP server on Cloudflare Workers that doesn't require authenticati…
C 59 55 48 55 21 81 83
13195
clappia-dev
clappia-mcp Claim 1
An MCP server that provides Clappia workspace, forms, workflows, submissions, a…
C 59 54 57 48 N/A 29 77 76
13196
tonkatsutoast
Provides real-time and historical stock market data through the Alpha Vantage A…
C 59 54 42 38 N/A 19 95 100
13197
ampcome-mcps
Enables Claude to retrieve BIN (Bank Identification Number) data for payment ca…
C 59 55 54 32 25 81 100
13198
Aias
Use this MCP server to search barnsworthburning.net, a digital commonplace book…
C 59 66 70 62 0 43 83 100
13199
melody26613
Fetches current and three-day weather forecasts for any city using the wttr wea…
C 59 55 60 30 34 81 90
13200
aeghnnsw
Enables searching PubMed's biomedical literature database and retrieving articl…
C 59 55 54 38 16 82 100
Showing 13151–13200 of 67226 servers
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