MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29911
Scored
2112
Verified
16953
Complete

Last updated 1 hour ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2151
Njengah
Reads README files from the file system and automatically generates structured …
B 78 55 90 100 N/A 33 95 51
2152
evalstate
fast-agent Claim 1
Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support
B 78 54 66 70 N/A 86 92 79
2153
nailuoGG
anki-mcp-server Claim 1
MCP server for Anki via AnkiConnect
B 78 55 52 100 N/A 45 95 95
2154
ozipi
Enables interaction with Reddit through OAuth 2.1 authentication, providing too…
B 78 55 100 60 50 81 90
2155
jrandolf
par5-mcp Claim
Enables parallel execution of shell commands and AI coding agents (Claude, Gemi…
B 78 55 49 100 N/A 55 95 87
2156
OleksandrKucherenko
Access Obsidian vaults via Local REST API - read, search, and interact with not…
B 78 54 76 66 N/A 79 77 96
2157
xiaobenyang-com
Lookup-Domain Claim 1
A Model Context Protocol (MCP) server that provides comprehensive domain name r…
B 78 64 78 66 87 45 95 91
2158
kimmywork
MCP MyZ Search Claim
Enables web search across Bing, DuckDuckGo, and Google using Playwright automat…
B 78 54 78 75 N/A 45 95 91
2159
youngzyl
mcp-mysql-server Claim 1
B 78 55 78 100 N/A 42 95 63
2160
Krishanu-das-05
MCP Server Claim
A Python backend implementing the Model Context Protocol with Azure OpenAI inte…
B 78 55 84 75 40 81 100
2161
Evilran
Provides web search capabilities through Baidu with content fetching and parsin…
B 78 55 70 82 63 80 92
2162
Octodet
Read/write Elasticsearch mcp server with many tools
B 78 55 78 73 66 76 95
2163
jerryliu816
GlassCloud Claim
A cloud relay server that bridges the GlassBridge smart glasses app with Google…
B 78 55 90 63 50 80 98
2164
Kealu-Inc
Enables users to manage and read Substack content directly within Claude, inclu…
B 78 54 90 66 N/A 39 92 93
2165
Unleash
unleash-mcp Claim 1
MCP server for managing Unleash feature flags
B 78 54 75 71 N/A 60 90 89
2166
ofershap
real-browser-mcp Claim
MCP server + Chrome extension that gives AI agents control of the user's real b…
B 78 54 78 72 N/A 67 82 90
2167
Neksi11
Ruledex Claim
MCP Server which can get your AI's to Code in an Production level state.
B 78 54 90 70 N/A 32 89 95
2168
parallax-labs
Local-first context ingestion and retrieval for AI tools. SQLite + embeddings +…
B 78 54 90 30 N/A 82 94 96
2169
jefdiesel
clawphunks Claim
Mint and trade ClawPhunks NFTs - 10k pixel punks for AI agents. x402 payment, e…
B 78 54 86 71 N/A 32 95 94
2170
kittolau
Converts DOCX files to Markdown with formatting preservation and image extracti…
B 78 54 84 63 N/A 44 95 94
2171
2001Y
CodeRabbit CLI MCP Claim
Enables AI code reviews through the CodeRabbit CLI by exposing a run_review too…
B 78 54 78 72 N/A 52 90 92
2172
jonashertner
Swiss Case Law Claim 1
956k Swiss court decisions: full-text search, citation graph, statute lookup (D…
B 78 66 84 73 77 50 81 93
2173
hexitex
MCP Backup Server Claim
A specialized server that provides backup and restoration capabilities for AI a…
B 78 55 90 62 50 81 100
2174
merajmehrabi
Puppeteer MCP Server Claim 1
Enables browser automation with Puppeteer, supporting navigation, form interact…
B 78 55 90 82 N/A 71 95 43
2175
DSado88
A simple MCP server that provides accurate date and time information to Claude …
B 78 55 72 100 22 81 100
2176
Talljack
Enables comprehensive content management through Markdown processing, HTML rend…
B 78 54 94 60 N/A 34 90 99
2177
QuantGeekDev
mongo-mcp Claim 1
MongoDB integration that enables LLMs to interact directly with databases.
B 78 54 90 58 N/A 47 90 99
2178
DynamicEndpoints
A comprehensive server that enables sophisticated interactions with PocketBase …
B 78 55 92 68 65 76 85
2179
levz0r
html-to-markdown-mcp Claim 2
MCP server for converting HTML to Markdown using Turndown.js. Fetch web pages a…
B 78 55 75 100 N/A 62 92 53
2180
daedalus
mcp-rpn Claim
MCP server that exposes an RPN calculator
B 78 44 64 N/A N/A 49 95 99
2181
gmkung
Enables retrieval of comprehensive Kleros court dispute data including meta-evi…
B 78 55 100 71 23 81 96
2182
DriftOS
DriftOS MCP Server Claim
Enables intelligent semantic conversation routing that automatically branches, …
B 78 55 78 100 24 81 92
2183
lasso-security
mcp-gateway Claim
Acts as an intermediary between LLMs and other MCP servers, centralizing manage…
B 78 54 96 33 N/A 74 91 98
2184
ai-naming-standard
Enables automatic generation and validation of standardized file names using AI…
B 78 55 90 100 N/A 45 95 44
2185
pascalporedda
Enables AI assistants to create and manage Twitter drafts through Typefully, in…
B 78 55 94 66 42 81 95
2186
onemarc
GitHub Actions Model Context Protocol Server that allows you to create, manage,…
B 78 55 100 71 31 81 92
2187
falgom4
Enables AI assistants to manage Google Calendar through natural language intera…
B 78 54 84 68 N/A 37 95 98
2188
GoneTone
用於取得臺灣中央氣象署 API 資料的 Model Context Protocol (MCP) Server
B 78 54 72 72 N/A 72 83 94
2189
drfccv
mcp-server-12306 Claim 1
An MCP server that provides 12306 ticket query
B 78 55 69 91 N/A 57 95 74
2190
kc0ed
Windows-optimized MCP server that enables control of Blender 4.0+ through 21+ t…
B 78 54 90 53 N/A 43 95 98
2191
RubensZimbres
Multi-Agent Systems with Google's Agent Development Kit + A2A + MCP
B 78 44 72 N/A N/A 46 95 94
2192
Mnehmos
Mnehmos Synch Claim
Provides persistent context synchronization and memory management for AI agents…
B 78 55 90 83 N/A 60 95 53
2193
debridge-finance
debridge-mcp Claim 1
Cross-chain swaps and bridging across EVM and Solana blockchains via the deBrid…
B 78 66 71 80 88 55 81 88
2194
caiovicentino
🤖 AI-Powered MCP Server for Polymarket - Enable Claude to trade prediction mark…
B 78 55 100 41 N/A 73 81 95
2195
guangxiangdebizi
URL2QR Claim
Convert any link into a QR code and get a shareable image link in seconds. Crea…
B 78 54 96 45 N/A 44 95 100
2196
chongzixuan-ai
Detects AI-generated content and transforms robotic text into natural, human-li…
B 78 54 94 58 N/A 46 95 85
2197
Lumiaqian
OpenSpec MCP Claim 1
Enables spec-driven development with task tracking, approval workflows, and rea…
B 78 55 66 82 N/A 71 95 75
2198
agentic-community
openapi-to-mcp Claim
Transform OpenAPI specifications into production-ready MCP servers with AI-po…
B 78 54 100 43 N/A 54 95 88
2199
nickytonline
A starter template for building remote Model Context Protocol servers using Typ…
B 78 55 80 60 67 84 100
2200
sharebook-kr
pykrx-mcp Claim
Provides Korean stock market data (KOSPI, KOSDAQ, KONEX) including prices, fund…
B 78 55 54 82 N/A 71 95 90
Showing 2151–2200 of 59785 servers
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