MCP Server Quality Scores

Independent quality analysis of 67181 public MCP servers

67181
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 43 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2201
ralfbecher
OrionBelt Analytics is an MCP server that analyzes relational database schemas …
B 78 54 94 36 71 95 92
2202
TCoder920x
Enables AI assistants to search and analyze legal documents from multiple juris…
B 78 55 90 66 46 81 98
2203
punkpeye
mcp-ping Claim
Pings a host and returns the result
B 78 54 74 55 N/A 65 95 100
2204
yc9yc
Spider MCP Claim
Enables web searching and webpage scraping using pure crawler technology withou…
B 78 54 94 61 N/A 43 90 94
2205
supermemoryai
Apple MCP Server Claim
Enables interaction with Apple apps like Messages, Notes, and Contacts through …
B 78 55 90 58 N/A 66 76 97
2206
trondhindenes
Code Index Claim
Fast local source code searching using Zoekt trigram-based indexing
B 78 54 76 58 N/A 69 92 98
2207
jhirono
A Model Context Protocol service for Claude that enables natural language inter…
B 78 55 72 100 22 81 100
2208
Nipurn123
DuckDuckGo MCP Server Claim 1
A free and unlimited web search server that enables AI models to search, crawl,…
B 78 55 94 62 48 80 100
2209
YobieBen
Bridges Llama models with Claude Desktop through Ollama, enabling privacy-first…
B 78 54 90 73 N/A 18 95 95
2210
BAM-DevCrew
11 focused tools for structured thinking, branching, revision, and navigation.
B 78 55 90 100 N/A 49 95 39
2211
shopper-context-protocol
SCP Local MCP Server Claim 1
Enables secure access to customer e-commerce data (orders, loyalty points, offe…
B 78 55 78 100 N/A 43 95 60
2212
qckfx
Provides Node.js debugging capabilities with process management for AI agents, …
B 78 55 90 100 N/A 43 95 45
2213
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
2214
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
2215
lgazo
Draw.io MCP Server Claim
Enables AI agents to programmatically create, modify, and analyze Draw.io diagr…
B 78 55 74 57 91 80 98
2216
libralm-ai
LibraLM MCP Server Claim
Access 50+ AI-generated book summaries and chapter breakdowns directly in Claud…
B 78 55 84 66 54 80 100
2217
roizenlabs
SportIntel MCP Server Claim 1
Provides AI-powered sports analytics for Daily Fantasy Sports (DFS) with real-t…
B 78 55 90 72 48 80 90
2218
grafana
mcp-k6 Claim
k6 MCP server
B 78 54 72 66 N/A 70 92 90
2219
Evilran
Provides web search capabilities through Baidu with content fetching and parsin…
B 78 55 70 82 63 80 92
2220
anit05
This server provides database access capabilities to Claude, supporting SQLite,…
B 78 54 84 58 N/A 46 95 100
2221
DavidGreigQC
Enables Claude to read and search through iMessage, SMS, and RCS conversations,…
B 78 55 78 75 N/A 44 95 90
2222
enderekici
Enables AI assistants to interact with Trading 212 investment accounts for port…
B 78 55 78 73 64 82 92
2223
StanleyChanH
VLLM MCP Server Claim
Enables text-only models to process images and other media formats by providing…
B 78 55 78 82 49 81 94
2224
tumf
mcp-shell-server Claim
A secure shell command execution server implementing the Model Context Protocol…
B 78 54 84 65 N/A 80 84 79
2225
reyhansunduk
Integrates with the Turkish Revenue Administration (GİB) e-Arşiv Fatura system …
B 78 55 96 67 39 81 96
2226
SuperPiTT
Provides Claude with persistent memory and learning capabilities through 10 aut…
B 78 54 84 61 N/A 58 90 92
2227
robobobby
mcp-nordic Claim 1
Provides access to a suite of Nordic data tools covering Danish business record…
B 78 55 90 75 30 83 96
2228
jeremylongshore
Waygate MCP Claim
A security-hardened, containerized MCP server framework that provides superior …
B 78 55 90 66 55 81 92
2229
thhart
Log MCP Server Claim 1
Enables AI assistants to automatically inspect and analyze application runtime …
B 78 55 84 91 N/A 69 95 45
2230
satendra-mani-tiwari
Provides access to 800,000+ Federal Reserve Economic Data (FRED) time series, e…
B 78 55 100 70 37 81 90
2231
symgraph
IDAssistMCP Claim
Enables LLM clients like Claude to interact with IDA Pro for binary analysis, d…
B 78 54 80 57 N/A 62 94 93
2232
ThirdGuard
Provides Ethereum blockchain data tools via Etherscan's API, enabling users to …
B 78 55 94 62 43 82 100
2233
davibauer
TikTok MCP Claim
Integrates TikTok video analysis into Claude AI via TikNeuron, enabling users t…
B 78 55 90 67 56 81 92
2234
menesekinci
Archives posts from X into a local SQLite database and provides tools for seman…
B 78 54 90 63 N/A 30 95 99
2235
Talljack
Enables comprehensive content management through Markdown processing, HTML rend…
B 78 54 94 60 N/A 34 90 99
2236
Red5d
Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsin…
B 78 55 76 82 43 81 98
2237
preflight-dev
preflight Claim
24-tool MCP server for Claude Code that catches vague prompts before they waste…
B 78 54 76 56 N/A 83 89 92
2238
DSado88
A simple MCP server that provides accurate date and time information to Claude …
B 78 55 72 100 22 81 100
2239
MissionSquad
THORChain MCP Server Claim 1
Enables AI assistants to query THORChain blockchain data including transactions…
B 78 55 74 100 47 81 76
2240
dh1011
Automatically generates complete favicon sets from PNG images or URLs, creating…
B 78 55 72 82 N/A 43 95 91
2241
faithk7
rednote-mcp Claim
B 78 54 76 72 N/A 47 95 91
2242
moltobene-studio
Manages agent certification by tracking trust scores, capabilities, and test re…
B 78 55 90 62 47 82 100
2243
bhandzo
MCPOSprint Claim 1
An MCP server that enables users to print markdown tasklists, Notion tasks with…
B 78 55 69 82 N/A 50 90 93
2244
svnscha
Bridges AI models with WinDbg for crash dump analysis and remote debugging.
B 78 54 71 61 N/A 97 80 92
2245
yashpreetbathla
Connects Claude to a live Chrome browser's accessibility tree to generate stabl…
B 78 54 88 63 N/A 61 92 78
2246
CanopyHQ
phloem Claim
Local-first AI memory with causal graphs. Fully offline, zero config, your data…
B 78 54 100 27 N/A 78 94 92
2247
corbat-tech
coding-standards Claim
AI coding standards that enforce production-grade code with DDD, SOLID, TDD gua…
B 78 55 46 100 N/A 55 95 93
2248
themotionmachine
OmniFocus-MCP Claim 1
Let LLMs interface with your tasks and projects through the Model Context Proto…
B 78 55 88 100 N/A 42 90 52
2249
hfredrick69
Enables AI-powered iterative research using Google Gemini 2.5 Flash with Google…
B 78 55 84 73 55 81 90
2250
vinnyang
Enables AI assistants to search and fetch documentation content from Adobe Expe…
B 78 54 94 68 N/A 24 95 94
Showing 2201–2250 of 67181 servers
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