MCP Server Quality Scores

Independent quality analysis of 69093 public MCP servers

69093
Discovered
→
33805
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 34 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
10051
AlexW00
A Model Context Protocol server that enables interaction with Helm charts on Ar…
C 66 5⁄5 ◉ ⏳ 53 100 — 50 81 41
10052
amanueltefera843110
Enables AI assistants to create and delete GitHub repositories with customizabl…
C 66 5⁄5 ◉ ⏳ 78 43 — 18 80 100
10053
jharkins
A TypeScript server that provides time-related tools through the Model Context …
C 66 5⁄5 ◉ ⏳ 54 63 — 41 81 89
10054
pdavis68
RepoMap Claim
A powerful tool designed to help, primarily LLMs, understand and navigate compl…
C 66 5⁄5 ◉ ⏳ 72 35 — 51 82 90
10055
ZephyrDeng
mcp-server-gitlab ⚡ Claim
基于MCP框架构建的GitLab集成服务器,提供多种GitLab RESTful API工具,支持项目搜索、任务管理、合并请求创建与审核等功能,帮助开发团队高…
C 66 5⁄5 ◉ ⏳ 72 73 — 60 81 35
10056
JayDevelops
Pokemon MCP Server ⚡ Claim
Enables users to access comprehensive Pokemon data through the PokeAPI, includi…
C 66 5⁄5 ◉ ⏳ 70 100 — 25 81 38
10057
JayQuan-McCleary
ZenLink MCP ⚡ Claim
Browser automation for MCP clients via Zen Browser. Parallel multi-tab, content…
C 66 5⁄4 ◉ ⏳ 78 28 N/A 32 87 99
10058
mikegc-aws
Creates a simple MCP tool server with "streaming" HTTP.
C 66 5⁄4 ◉ ⏳ 64 36 N/A 42 95 90
10059
JoeDupuis
Enables fetching YouTube video transcripts with Google OAuth 2.0 authentication…
C 66 5⁄5 ◉ ⏳ 60 68 — 24 81 90
10060
Abdullah-1121
MCP Chat ⚡ Claim
A command-line interface application that enables interaction with LLMs through…
C 66 5⁄4 ◉ ⏳ 78 31 N/A 24 95 95
10061
iamnotagentleman
Provides tools for working with iOS Localizable.xcstrings files, enabling autom…
C 66 5⁄5 ◉ ⏳ 68 38 — 44 81 99
10062
Abdullah007bajwa
Excalidraw MCP Server ⚡ Claim 1
A Model Context Protocol server that enables LLMs to create, modify and manipul…
C 66 5⁄5 ◉ ⏳ 63 62 — 19 81 96
10063
hammeiam
Speech MCP Server ⚡ Claim 1
A Model Context Protocol server that provides text-to-speech capabilities using…
C 66 5⁄5 ◉ ⏳ 63 75 — 23 81 77
10064
privilegemendes
Amadeus MCP Server ⚡ Claim 1
A Model Context Protocol server that connects to Amadeus API, enabling AI assis…
C 66 5⁄5 ◉ ⏳ 51 75 — 27 80 93
10065
delian-research
brain-mcp ⚡ Claim 1
An MCP server for managing Obsidian-style note vaults, providing tools for full…
C 66 5⁄4 ◉ ⏳ 53 62 N/A 30 90 90
10066
kukapay
whoami-mcp ⚡ Claim
A lightweight MCP server that tells you exactly who you are.
C 66 5⁄4 ◉ ⏳ 60 37 N/A 40 90 100
10067
ridrisa
Odoo-MCP ⚡ Claim 1
Enables interaction with Odoo ERP systems through XML-RPC, providing access to …
C 66 5⁄5 ◉ ⏳ 72 38 — 45 78 95
10068
rafabarbosa
Webhooks MCP ⚡ Claim
Enables sending HTTP requests to webhooks with dynamic parameters, supporting a…
C 66 5⁄5 ◉ ⏳ 66 61 — 25 81 87
10069
adarshem
MCP Weather Server ⚡ Claim 1
A Model Context Protocol server that provides tools to fetch weather alerts for…
C 66 5⁄5 ◉ ⏳ 53 100 — 43 81 43
10070
K1ta141k
MCP Desktop Tools ⚡ Claim 1
An MCP server that provides Claude with comprehensive desktop automation capabi…
C 66 5⁄5 ◉ ⏳ 45 100 N/A 27 95 52
10071
fakoli
MCP AI Bridge ⚡ Claim 1
A secure Model Context Protocol server that enables Claude Code to connect with…
C 66 5⁄5 ◉ ⏳ 78 62 — 46 81 54
10072
lengbone
Enables intelligent image analysis using GLM-4.5V model, specializing in extrac…
C 66 5⁄5 ◉ ⏳ 72 100 — 26 81 32
10073
aliafsahnoudeh
wildfire-mcp-server ⚡ Claim 1
MCP server for detecting, monitoring, and analyzing potential wildfires globall…
C 66 5⁄5 ◉ ⏳ 51 67 — 34 82 92
10074
kkjdaniel
BGG MCP provides access to the BoardGameGeek API through the Model Context Prot…
C 66 6⁄6 ◉ ⏳ 94 66 0 74 70 100
10075
Rbedoyag
An MCP server that enables interaction with Elasticsearch and OpenSearch cluste…
C 66 5⁄5 ◉ ⏳ 67 31 — 54 80 98
10076
volticscontent
Enables interaction with multiple Shopify stores simultaneously through the Sto…
C 66 5⁄5 ◉ ⏳ 60 60 — 29 82 90
10077
jon2allen
Enables execution of shell commands, directory navigation, and interactive prog…
C 66 5⁄4 ◉ ⏳ 58 36 N/A 45 95 94
10078
guzyang
A template for deploying an unauthenticated remote MCP server on Cloudflare Wor…
C 66 5⁄5 ◉ ⏳ 48 68 — 27 81 100
10079
AnkitDigitalsherpa
Echo ⚡ Claim
Echo your input to test workflows and integrations. Validate formatting, prompt…
C 66 5⁄4 ◉ ⏳ 48 62 N/A 20 95 100
10080
DatalisHQ
60+ Meta Ads tools for AI agents: audits, campaign management, audiences and CA…
C 66 5⁄5 ◉ ⏳ 72 43 — 49 70 96
10081
pc-style
An MCP server that enables AI clients to delegate tasks to autonomous developer…
C 66 5⁄5 ◉ ⏳ 69 100 — 24 81 40
10082
TeeDDub
MCP server that allows searching and retrieving book information from Aladin's …
C 66 5⁄5 ◉ ⏳ 60 75 — 56 80 55
10083
mattiaperi
Provides access to real-time weather data, 5-day forecasts, and air quality inf…
C 66 5⁄5 ◉ ⏳ 68 38 — 43 81 100
10084
amankale376
Enables comprehensive LinkedIn profile search, data extraction, and contact enr…
C 66 5⁄5 ◉ ⏳ 60 62 — 22 81 96
10085
smogievogie
Enables generation of detailed Chinese Ziwei Doushu (Purple Star) astrological …
C 66 5⁄5 ◉ ⏳ 54 71 — 37 81 83
10086
h-lu
Paperlib MCP ⚡ Claim
Enables academic literature management through PDF import, hybrid search, knowl…
C 66 5⁄5 ◉ ⏳ 54 67 — 48 81 76
10087
pmbstyle
A Model Context Protocol (MCP) server that provides AI agents with comprehensiv…
C 66 6⁄4 ◉ ⏳ 90 62 0 44 95 100
10088
seynurmammad0v
Obsidian MCP ⚡ Claim
Turns Obsidian vaults into AI-queryable knowledge graphs with 12 tools
C 66 5⁄4 ◉ ⏳ 88 0 N/A 57 89 99
10089
cornelcroi
Enables AI assistants to calculate French individual income tax and retrieve cu…
C 66 5⁄5 ◉ ⏳ 78 82 — 35 81 41
10090
ishandotsh
Enables users to get expert help with Isaac Sim scripting, USD (Universal Scene…
C 66 5⁄5 ◉ ⏳ 64 62 — 22 81 91
10091
devbrother2024
A boilerplate project for quickly developing Model Context Protocol servers usi…
C 66 5⁄4 ◉ ⏳ 60 58 N/A 32 94 77
10092
rhein1
Agent-to-agent marketplace where AI agents discover, invoke and pay for other a…
C 66 6⁄4 ◉ ⏳ 90 70 0 62 83 91
10093
arjunkmrm
A minimal ChatGPT app demonstrating interactive greeting widgets with confetti …
C 66 5⁄5 ◉ ⏳ 66 55 — 26 81 93
10094
demomagic
Enables document parsing through the Mineru API with support for multiple forma…
C 66 5⁄5 ◉ ⏳ 54 72 — 21 81 92
10095
ayyappachinpandi
MCP Calculator Server ⚡ Claim 1
A minimal Model Context Protocol server that provides basic arithmetic tools an…
C 66 5⁄5 ◉ ⏳ 62 55 — 27 82 100
10096
EbonyLouis
Fetches and tracks content from YouTube channels, RSS feeds, and GitHub release…
C 66 5⁄5 ◉ ⏳ 66 82 N/A 24 95 50
10097
bhjo0930
OpenAI MCP Server ⚡ Claim 1
Enables advanced OpenAI GPT model integration with Claude through 5 specialized…
C 66 5⁄5 ◉ ⏳ 66 66 — 21 74 93
10098
saktheeswar
Enables AI agents to query and interact with Azure DevOps data, including work …
C 66 5⁄5 ◉ ⏳ 60 63 — 27 81 91
10099
Be-Infinitum
Pulse MCP Server ⚡ Claim
Enables interaction with the Pulse usage-based billing platform to track meteri…
C 66 5⁄5 ◉ ⏳ 60 60 — 32 80 90
10100
Mtar786
Example MCP Server ⚡ Claim
A minimal Node.js Model Context Protocol server that exposes two simple tools (…
C 66 5⁄5 ◉ ⏳ 60 82 N/A 23 95 59
Showing 10051–10100 of 69093 servers
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