MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
7101
VIGNESH-2232005
Example MCP Server Claim
A Node.js/TypeScript MCP server template with sample tools (ping and system_inf…
B 71 54 78 46 N/A 24 95 100
7102
BjornMelin
High-performance server enabling AI assistants to access web scraping, crawling…
B 71 55 64 73 36 81 94
7103
reflex-dev
MCP Docs Server Claim 1
Makes local markdown documentation files automatically available to AI assistan…
B 71 54 78 37 N/A 44 92 100
7104
itsanamune
Enables interaction with Retell AI's voice and chat agent platform. Build, depl…
B 71 55 86 100 24 81 42
7105
lineex
zotero-mcp Claim
B 71 54 88 36 N/A 44 90 90
7106
cloakllm
Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and r…
B 71 54 72 33 N/A 74 90 92
7107
dylangroos
NHL MCP Server Claim 3
Provides structured access to NHL data including teams, players, standings, sch…
B 71 55 82 100 26 82 43
7108
Shengwang-Community
A document-based MCP server that supports keyword searching and content retriev…
B 71 66 60 68 78 36 81 100
7109
gmacev
An MCP server that extends AI agents' context window by providing tools to stor…
B 71 55 63 71 44 81 92
7110
jonradoff
chessmata Claim
Chessmata: chess game for humans and AI agents
B 71 54 68 43 N/A 51 92 99
7111
Dustyposa
A high-performance server for analyzing GitHub user starred repositories, provi…
B 71 55 62 73 39 82 93
7112
nanameru
Manus MCP Claim
Enables integration with Manus AI to create AI tasks with custom prompts, manag…
B 71 55 78 67 23 81 92
7113
gedin-eth
Provides real-time college football game scores, betting odds, player statistic…
B 71 55 78 63 30 81 93
7114
Yarflam
Weather MCP Server Claim 1
A free Model Context Protocol server that retrieves global weather data and for…
B 71 55 80 68 22 81 88
7115
MikeO-AI
🔒 Privacy-first MCP server for Claude using PostgreSQL + Ollama. Local alternat…
B 71 54 72 41 N/A 60 90 93
7116
pr0methevs
A TypeScript-based MCP server template using Express.js and Server-Sent Events,…
B 71 55 86 50 24 81 100
7117
ach968
Finnhub MCP Server Claim 2
An MCP server that provides access to financial market data via the Finnhub API…
B 71 55 69 72 27 82 93
7118
Panzer-Jack
feuse-mcp Claim 1
An MCP server that provides utilities for web developers to automate API integr…
B 71 54 63 62 N/A 67 95 67
7119
nam090320251
Enables LLMs to automatically generate Excel files with custom structures, adva…
B 71 55 80 71 27 81 83
7120
struktured-labs
mGBA MCP Server Claim
Enables programmatic control of the mGBA emulator for Game Boy, Game Boy Color,…
B 71 55 78 91 N/A 30 95 44
7121
hmq19900504
Provides real-time financial market data for stocks across multiple markets (A-…
B 71 55 78 68 25 82 92
7122
juparave
Gemini MCP Server Claim
Enables comprehensive codebase analysis using Google's Gemini CLI and its massi…
B 71 54 78 56 N/A 26 95 91
7123
multiversx
multiversx-mx Claim 1
MCP Server for MultiversX
B 71 55 62 100 29 100 49
7124
ganhammar
A Home Assistant Custom Component that provides an MCP (Model Context Protocol)…
B 71 54 86 26 N/A 54 95 91
7125
krutikkkkkkkkk
shadcn MCP Server Claim
Enables AI assistants to discover, install, and generate code examples for shad…
B 71 55 78 52 39 81 100
7126
vivalalova
A TypeScript-based MCP server that enables users to manage text notes and gener…
B 71 54 78 55 N/A 20 90 100
7127
Lakshya-Saini
MySQL MCP Server Claim 1
Enables AI assistants to securely interact with MySQL databases for schema disc…
B 71 55 90 56 23 76 94
7128
yoriichi-07
Multi Orchestrator Claim
Coordinate specialized roles to plan, build, test, and deploy applications end …
B 71 54 84 43 N/A 34 95 89
7129
devbrother2024
Send personalized greetings in your preferred language, perform quick calculati…
B 71 55 66 72 N/A 29 81 98
7130
marlinkcyber
Enables DNS and email security analysis through passive and active scanning cap…
B 71 55 66 82 21 81 94
7131
ThinkyMiner
codeTree Claim
MCP server with 23 tools for structured code understanding via tree-sitter. 10 …
B 71 54 78 35 N/A 54 95 93
7132
PinataCloud
Pinata MCP Claim 2
Provides Claude with access to Pinata's API, allowing it to interact with both …
B 71 55 60 100 56 80 54
7133
imatrixme
PocketBase MCP Server Claim 2
Manage your PocketBase databases effortlessly. Perform advanced database operat…
B 71 55 86 62 N/A 39 71 88
7134
neomody77
MCP Mail Organizer Claim
Enables comprehensive email management through IMAP/SMTP protocols with tools f…
B 71 55 84 58 21 81 99
7135
M-Gonzalo
Provides curated documentation access via the Gemini API, enabling users to que…
B 71 55 90 60 23 80 87
7136
sudinigoutham
An MCP server that scrapes content from web pages, including JavaScript-heavy s…
B 71 54 63 56 N/A 39 92 99
7137
SecretiveShell
MCP-wolfram-alpha Claim 1
An MCP server for querying wolfram alpha API.
B 71 55 73 53 48 83 97
7138
seek-your-way-out
Enables interaction with Cloudflare D1 databases through natural language by pr…
B 71 55 86 52 29 81 96
7139
gifflet
Weather MCP Claim
A service that provides real-time weather data, forecasts, and alerts for US lo…
B 71 55 68 58 43 83 100
7140
keithah
Connects to multiple Plex accounts to perform fuzzy searches for users across s…
B 71 55 66 66 34 83 98
7141 B 71 54 90 28 N/A 37 95 99
7142
vinhphamai23
Integrates the Brave Search API to provide web and local search capabilities, i…
B 71 55 78 67 27 82 91
7143
eeharumt
A TypeScript-based server that provides debugging and management capabilities f…
B 71 55 72 66 38 81 90
7144
zero-abd
llmmcp Claim 1
MCP server for real-time LLM API documentation — stop hallucinations
B 71 55 57 73 N/A 51 80 94
7145
debugg-ai
Debugg AI MCP Claim
Debugg AI MCP
B 71 66 100 76 0 80 81 91
7146
kemalersin
fonparam-mcp Claim 1
MCP server for FonParam API - Turkish mutual funds data
B 71 55 63 100 N/A 48 95 37
7147
YogaSakti
Provides real-time Indonesian stock market (IDX) data including prices, technic…
B 71 55 78 100 N/A 32 90 39
7148
kaiyuanxiaobing
atomgit-mcp-server Claim
Official AtomGit server for integration with repository management, PRs, issues…
B 71 55 72 63 45 80 91
7149
kstonekuan
Enables Claude Code to send notifications to Discord channels via webhooks when…
B 71 55 72 62 46 81 91
7150
54rt1n
Container-MCP Claim
A secure, container-based implementation of the Model Context Protocol (MCP) th…
B 71 55 72 55 46 81 100
Showing 7101–7150 of 30006 servers
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