MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 20 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3151
wesbos
An MCP server providing real-time currency conversion and exchange rate data th…
B 76 66 71 71 98 33 82 92
3152
bigbugAi
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
B 76 55 72 73 52 81 97
3153
joelmnz
Enables AI agents to save, search, and manage markdown-based research articles …
B 76 55 100 37 66 81 95
3154
rykerwang
Automatically converts any OpenAPI specification into an MCP server, exposing a…
B 76 55 96 68 24 81 93
3155
nhevers
A persistent memory server for Claude Code that captures session context and to…
B 76 54 84 58 N/A 50 90 93
3156
Developerayo
Concordium mcp-sever for interacting with the concordium chain
B 76 55 96 57 41 81 95
3157
alamkanak
A FastAPI library that provides Model Context Protocol tools for endpoint intro…
B 76 55 90 38 74 82 98
3158
organicmoron
SP-MCP Claim
Bridge between Super Productivity app and MCP servers, allowing Claude Desktop …
B 76 54 90 52 N/A 39 95 96
3159
filipkrayem
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
B 76 55 90 71 28 81 95
3160
landicefu
A tool that helps manage and synchronize MCP server configurations across diffe…
B 76 54 78 62 N/A 45 95 91
3161
priyankark
a11y-mcp Claim 1
An MCP (Model Context Protocol) server for performing accessibility audits on w…
B 76 55 94 100 47 80 40
3162
BPN-Solutions
VibeCheck MCP Server Claim 1
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
B 76 55 90 61 47 81 91
3163
amotivv
This MCP server provides tools for interacting with Cloudflare Browser Renderin…
B 76 55 96 53 45 80 99
3164
glassBead-tc
Provides comprehensive access to MCP documentation through structured guides, f…
B 76 55 96 100 45 81 41
3165
SecretiveShell
MCP-searxng Claim 2
An MCP Server to connect to searXNG instances
B 76 54 79 57 N/A 45 92 100
3166
betterhyq
Validates Mermaid diagram syntax and provides comprehensive grammar checking ca…
B 76 55 72 62 74 83 94
3167
datalayer
jupyter-mcp-server Claim
Model Context Protocol (MCP) Server for Jupyter.
B 76 54 67 62 N/A 61 95 93
3168
Amana03
Multi-mode MCP server supporting both Claude Desktop (STDIO) and OpenAI (HTTP/S…
B 76 55 86 68 36 80 100
3169
gurveeer
MCP Server Gemini Claim 1
A Model Context Protocol server that enables Claude Desktop and other MCP-compa…
B 76 55 81 72 46 81 92
3170
deepset-ai
hayhooks Claim
Easily deploy Haystack pipelines as REST APIs and MCP Tools.
B 76 55 90 38 N/A 82 82 93
3171
lxman
Safari MCP Server Claim 1
Provides AI assistants with Safari browser automation and developer tools acces…
B 76 54 90 56 N/A 42 87 95
3172
Himanshu-Agg12
mcp-mysql-lens Claim
MCP server to connect MySQL DB for read-only queries. It offers accurate query …
B 76 55 90 56 47 81 98
3173
gitmotion
ntfy-me-mcp Claim
An ntfy MCP server for sending/fetching ntfy notifications to your self-hosted …
B 76 55 72 71 67 81 89
3174
mk965
A server that provides tools for retrieving real-time price information for var…
B 76 55 62 100 N/A 44 95 70
3175
jen6
ticktick-mcp Claim
[TickTick](https://ticktick.com/) MCP server. Built upon the ticktick-py librar…
B 76 55 90 72 33 82 91
3176
3KniGHtcZ
codebeamer-mcp Claim
Codebeamer ALM integration for managing work items, trackers, and projects. Pro…
B 76 55 72 60 72 84 97
3177
chrisgreenx-ctrl
Jules MCP Server Claim
Enables AI assistants to interact with Google's Jules coding agent API for auto…
B 76 55 86 76 35 81 92
3178
idreesmuhammadqazi-create
Generates AI-powered clarifying questions for user task requests using Claude, …
B 76 55 78 68 53 80 99
3179
brunoqgalvao
Enables text-to-image generation, image editing, and multi-image composition us…
B 76 55 94 71 26 81 91
3180
matracey
my-mcp-server Claim
A TypeScript starter template for building Model Context Protocol (MCP) servers…
B 76 54 66 55 N/A 65 95 100
3181
n3s-online
Enables AI assistants to search YouTube videos using the official YouTube Data …
B 76 55 84 62 47 80 100
3182
houtini-ai
fmp Claim
Access financial data and market information via Financial Modeling Prep API
B 76 54 78 65 N/A 59 83 93
3183
donnel666
UART MCP Server Claim 1
Enables AI assistants to communicate with serial port devices, supporting port …
B 76 54 88 65 N/A 66 95 61
3184
geneontology
Noctua MCP Server Claim
Enables editing and querying of Gene Ontology Causal Activity Models (GO-CAMs) …
B 76 55 84 40 81 80 98
3185
Yukuiii
mysql_mcp Claim
B 76 54 90 68 N/A 29 88 89
3186
itsiiromiuy
Enables AI assistants to save and manage question-and-answer pairs within a str…
B 76 55 72 72 68 76 91
3187
joohnnie
MCP Demo Server Claim
A demonstration MCP server showcasing tools (calculator, file operations, weath…
B 76 55 84 91 N/A 51 95 44
3188
conorbronsdon
substack-mcp Claim 1
MCP server for Substack — read posts, manage drafts, publish Notes, get comment…
B 76 55 61 71 72 80 100
3189
jlromano
Bitbucket MCP Server Claim 1
Enables LLMs to interact with Bitbucket repositories to manage pull requests, b…
B 76 55 94 52 47 81 100
3190
TheSurfingCoder
Run queries and pull information about your TigerData Cloud's PostgreSQL databa…
B 76 54 90 65 N/A 21 95 91
3191
coti-io
coti-mcp Claim
B 76 54 78 62 N/A 46 95 92
3192
CorbettCajun
SpiderFoot MCP Server Claim 1
Enables interaction with SpiderFoot OSINT reconnaissance tools through MCP, all…
B 76 55 72 82 49 81 91
3193
hoyoun86
MCP Python SDK Claim
A Python implementation of the Model Context Protocol that enables applications…
B 76 55 78 66 60 81 90
3194
tvh
Saffron MCP Server Claim
Enables AI assistants to interact with Saffron recipe management functionality,…
B 76 55 82 70 47 81 92
3195
flrngel
An advanced MCP server for browser automation using Puppeteer, specifically opt…
B 76 54 90 60 N/A 27 95 93
3196
madeinplutofabio
pic-standard Claim
Open standard for Provenance & Intent Contracts (PIC) in AI agents. Verify inte…
B 76 54 58 75 N/A 62 95 91
3197
patrickdappollonio
Domain Tools (WHOIS + DNS)
B 76 55 70 60 73 83 100
3198
peteretelej
md-server Claim
Converts documents, webpages, and media files into markdown for AI assistants u…
B 76 55 90 46 74 81 92
3199
xelber
New Relic MCP Server Claim 1
Enables AI agents to access New Relic logs and APM data through the NerdGraph A…
B 76 55 94 71 24 82 92
3200
proffillipesilva
Exposes a Node.js REST API for user and product management through MCP tools, a…
B 76 55 86 60 50 80 100
Showing 3151–3200 of 67181 servers
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