MCP Server Quality Scores

Independent quality analysis of 33641 public MCP servers

33641
Discovered
28634
Scored
2047
Verified
16957
Complete

Last updated 9 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10251
chrishart0
searchconsole-mcp Claim
Provides read-only access to Google Search Console data, allowing AI assistants…
C 65 55 64 32 48 83 97
10252
ricleedo
A starter template for building custom MCP servers that can integrate with Clau…
C 65 55 60 100 28 81 43
10253
keyurgolani
MCP Color Server Claim 1
Enables comprehensive color manipulation, conversion between 22+ formats (HEX, …
C 65 55 84 57 52 81 41
10254
Aeven-AI
Nano Banana Claim
Generate, edit, and restore images using natural language prompts through the G…
C 65 66 80 67 0 73 81 96
10255
Zerosks471
PyWeatherMCP Claim
Provides weather information for US locations using the National Weather Servic…
C 65 55 72 26 47 81 100
10256
gustavodetoni
MCP Issue Claim
Enables automatic GitHub issue creation from Git diffs. Generates structured is…
C 65 55 60 63 19 81 91
10257
albertlab0
ghidraMCP Claim
An Model Context Protocol server that enables LLMs to autonomously reverse engi…
C 65 54 66 31 N/A 46 90 92
10258
jasonwilbur
cloud-cost-mcp Claim 1
Multi-cloud pricing comparison across AWS, Azure, GCP, and OCI with 2,700+ inst…
C 65 66 96 55 0 67 83 90
10259
glassBead-tc
Audius MCP Server Claim 1
Enables interaction with the Audius music platform API, supporting user, track,…
C 65 55 64 58 41 74 82
10260
mcuellar
Automates resume tailoring by formatting job descriptions, using AI to customiz…
C 65 54 72 30 N/A 21 95 100
10261
alicankiraz1
Cursor n8n Builder Claim
Enables AI assistants in Cursor IDE to manage n8n workflows through the n8n RES…
C 65 66 92 68 0 53 80 95
10262
diegofornalha
Habilite recursos poderosos de pesquisa na web e extração de conteúdo. Realize …
C 65 54 72 40 N/A 17 95 89
10263
tadas-github
a2asearch-mcp Claim 1
Search 10,000+ AI agents, MCP servers, and CLI tools via A2ASearch from any MCP…
C 65 55 94 0 N/A 49 81 99
10264
talosdeus
wiki-js-mcp Claim
wiki-js-mcp
C 65 55 72 43 37 78 89
10265
accelizero
Provides real-time cryptocurrency market data and technical indicators (EMA, MA…
C 65 55 72 58 19 81 81
10266
bradthebeeble
CodeRabbit MCP Server Claim 1
Enables LLMs to retrieve, analyze, and programmatically implement CodeRabbit AI…
C 65 66 90 73 0 46 80 99
10267
takuya0206
An MCP server that enables LLMs to access Slack's search functionality to retri…
C 65 55 45 75 21 82 97
10268
moosin76
Provides tools for AI assistants to explore and interact with MariaDB databases…
C 65 55 80 61 22 78 71
10269
itsPatH
A simple educational MCP server implemented in Node.js that allows users to fet…
C 65 55 60 50 38 81 93
10270
shazaaly
A basic MCP server template built with FastMCP that provides simple tools for g…
C 65 55 68 82 N/A 23 95 42
10271
SeoNaRu
Persona MCP Server Claim
AI-powered persona analysis and Focus Group Interview (FGI) system that creates…
C 65 55 72 58 21 81 79
10272
TermiX-official
Binance MCP Server Claim
A backend service that enables interaction with the Binance exchange API, allow…
C 65 55 54 71 27 81 85
10273
Jannled
Doorstop MCP Claim
Enables interaction with the Doorstop requirements management framework, allowi…
C 65 54 60 37 N/A 45 90 95
10274
joepangallo
cloud-agent Claim
AI software engineer — writes code, opens PRs, reviews code, generates tests, a…
C 65 66 94 78 0 57 72 89
10275
urjitbhatia
it2mcp Claim 1
An MCP server that enables AI assistants to control iTerm2 sessions, windows, t…
C 65 54 53 41 N/A 48 92 92
10276
hasmcp
hasmcp-ce Claim
HasMCP Community Edition
C 65 54 92 43 N/A 50 90 41
10277
ricleedo
A starter template for building MCP (Model Context Protocol) servers with TypeS…
C 65 55 60 82 N/A 29 95 46
10278
chandanduttaind-sys
A foundational Model Context Protocol server demonstrating core functionality t…
C 65 54 66 28 N/A 47 91 95
10279
MusaddiqueHussainLabs
mhlabs_mcp_tools Claim 1
An MCP server that provides text preprocessing, NLP components, and document an…
C 65 54 45 48 N/A 58 90 89
10280
anhhung04
Enables AI assistants to perform detailed DNS reconnaissance through natural la…
C 65 55 68 43 25 81 99
10281
LordMendes
lgpd-mcp Claim 2
MCP Server para conformidade LGPD. Ferramentas de bases legais, consentimento, …
C 65 55 60 82 N/A 39 95 37
10282
Hint-Services
Connect AI assistants to your GitHub-hosted Obsidian vault to seamlessly access…
C 65 66 76 75 0 66 81 99
10283
zinja-coder
JADX-MCP-SERVER Claim 1
A Model Context Protocol server that connects to a custom JADX fork (JADX-AI) a…
C 65 54 53 33 N/A 60 92 92
10284
rigzindorje
An auto-generated Model Context Protocol Server that enables interaction with G…
C 65 54 60 50 N/A 21 95 93
10285
zerubroberts
A Model Context Protocol server that allows users to query and analyze their Sa…
C 65 55 51 68 16 81 100
10286
burnssa
Afterpaths Claim
Session memory for AI coding agents. Search past sessions, extract rules, and t…
C 65 54 66 52 N/A 31 77 92
10287
jlankellii
Star MCP Claim
A comprehensive Model Context Protocol service providing zodiac information que…
C 65 55 72 100 33 81 23
10288
ronniemh
Phrases MCP Server Claim
An elegant MCP server that lets users manage inspirational phrases directly thr…
C 65 55 60 60 19 81 99
10289
Wolfe-Jam
grok-faf-mcp Claim
First MCP server for Grok. URL-based AI context using IANA .faf format.
C 65 64 84 63 0 82 95 75
10290
heok-yongssun
FreeCAD MCP Claim
Enables control of FreeCAD CAD software from Claude Desktop through natural lan…
C 65 55 74 28 47 81 96
10291
waynebaby
MCP Token Bridge Claim
Bridges MCP tool calls with OpenAI-compatible HTTP endpoints, allowing MCP clie…
C 65 55 72 61 25 81 74
10292
pab1it0
tripadvisor-mcp Claim 1
A MCP server that enables LLMs to interact with Tripadvisor API, supporting loc…
C 65 54 55 37 N/A 52 91 92
10293
ishaangupta-YB
A template for deploying custom MCP servers on Cloudflare Workers without authe…
C 65 55 56 70 24 81 83
10294
TakanariShimbo
quickchart-mcp-server Claim 1
This Model Context Protocol (MCP) server provides powerful visualization tools …
C 65 55 70 58 24 80 85
10295
monteslu
vibe-eyes Claim
description: "An MCP server that enables LLMs to 'see' what's happening in br…
C 65 55 72 70 N/A 54 90 31
10296 C 65 54 66 28 N/A 30 95 100
10297
Xumingmingming
A zero-configuration MCP server enabling AI assistants to interact with Feishu …
C 65 55 60 67 41 81 68
10298
ilil1
FastAPI MCP SSE Claim
Demonstrates how to integrate Model Context Protocol with Server-Sent Events (S…
C 65 55 76 66 44 81 46
10299
perplexityai
Provides AI assistants with real-time web search, reasoning, and research capab…
C 65 66 78 77 0 64 82 91
10300
jimmyjoe009
OpenF1 MCP Server Claim
Enables access to Formula 1 data from the openF1.org API, including driver info…
C 65 55 84 28 19 83 100
Showing 10251–10300 of 33641 servers
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