MCP Server Quality Scores

Independent quality analysis of 66402 public MCP servers

66402
Discovered
31753
Scored
2112
Verified
16953
Complete

Last updated 5 hours, 13 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
2801
tech-sushant
Calculator MCP Server Claim 1
Provides basic mathematical calculation functionality through MCP tools includi…
B 77 54 78 71 31 94 100
2802
hanweg
mcp-discord Claim
Provides Discord integration capabilities to MCP clients like Claude Desktop.
B 77 55 86 63 47 81 100
2803
asmith26
jupytercad-mcp Claim 1
An MCP server for [JupyterCAD](https://github.com/jupytercad/JupyterCAD) that a…
B 77 55 63 82 N/A 63 95 78
2804
Limecooler
Extracts YouTube video metadata and transcripts without requiring API keys, ena…
B 77 55 96 100 53 81 39
2805
9Ninety
MCPNotes Claim
A simple note-taking MCP server for recording and managing notes with AI models.
B 77 55 78 68 N/A 63 80 93
2806
billallison
Enables AI models to fetch text content from URLs, extract links from web pages…
B 77 55 72 76 48 82 100
2807
SeanMcLoughlin
mcp-vcd Claim 1
Provide all changes of the specified signal name to the model's context. This i…
B 77 54 90 56 N/A 52 89 92
2808
shruti-jn
openemr-mcp Claim 2
An MCP server that connects AI assistants to OpenEMR instances to manage patien…
B 77 54 63 63 77 90 100
2809
ggc180820
mcp-keyward Claim
Local encrypted vault for API keys. LLMs never see your real keys — the server …
B 77 44 78 N/A N/A 21 95 99
2810
LincolnBurrows2017
filesystem-mcp Claim 1
Model Context Protocol server for file system operations. Supports read, write,…
B 77 54 84 58 N/A 45 92 100
2811
requestly
A TypeScript-based MCP server that provides full CRUD operations for Requestly …
B 77 55 86 82 48 81 75
2812
prandogabriel
Enables interaction with IEEE 2030.5 (SEP 2.0) Smart Energy Profile servers for…
B 77 55 96 53 48 80 99
2813
Jahanzaib-Kaleem
Automatically generates and maintains living documentation for codebases by cre…
B 77 54 94 52 N/A 48 94 89
2814
NyxToolsDev
Cross-session memory for Claude Code — context capture, semantic search, recall
B 77 44 67 N/A N/A 41 95 97
2815
hamid-vakilzadeh
Enables comprehensive academic research through the Semantic Scholar API, inclu…
B 77 55 92 72 27 81 100
2816
nathanstitt
Shotter Claim
Enables AI assistants to automate iOS Simulator interactions including device m…
B 77 54 94 58 N/A 32 90 100
2817
thedaviddias
MCP to explore websites with llms.txt files
B 77 54 86 58 N/A 42 95 94
2818
u1pns
Provides comprehensive SQLite database interaction for AI agents, including dat…
B 77 55 88 100 N/A 38 95 48
2819
knewstimek
agent-tool Claim
Encoding-aware, indentation-smart file tools for AI coding agents. 20+ tools in…
B 77 54 76 61 N/A 69 90 90
2820
schimmmi
Withings MCP Server Claim 1
Enables access to Withings Health API data including body measurements, activit…
B 77 55 80 65 63 80 96
2821
Cyreslab-AI
Nessus MCP Server Claim
Nessus MCP Server
B 77 55 78 73 45 80 100
2822
marswaveai
Enables AI-powered podcast generation with single or dual speakers, FlowSpeech …
B 77 55 84 73 48 81 92
2823
pc035860
Scratchpad MCP Claim 1
Enables shared scratchpad functionality for Claude Code sub-agents with full-te…
B 77 55 90 100 N/A 53 90 38
2824
PromptishOperations
Revenue Engine MCP Claim
Connects Claude AI to Google Sheets, Gmail, and Calendar for comprehensive reve…
B 77 55 84 82 N/A 26 95 80
2825
n0zer0d4y
vulcan-file-ops Claim
MCP server that gives Claude Desktop and other desktop MCP clients filesystem p…
B 77 54 75 57 N/A 53 95 100
2826
haasonsaas
Provides a shared context layer for AI agent teams to improve token efficiency …
B 77 54 90 63 N/A 34 92 96
2827
elchika-inc
Enables AI assistants to fetch comprehensive information about Maven packages f…
B 77 55 90 75 24 83 99
2828
fwextensions
Enables AI assistants to search, explore, and query San Francisco's open data p…
B 77 55 94 67 31 83 94
2829
blake365
usgs-quakes-mcp Claim 1
B 77 55 94 100 N/A 40 95 37
2830
alexlock1
macOS MCP Server Claim
Enables interaction with macOS system features including file dialogs, clipboar…
B 77 54 78 62 N/A 50 92 99
2831
JedPattersonn
Integrates WHOOP biometric data into Claude and other MCP-compatible applicatio…
B 77 55 90 66 41 81 98
2832
grossiweb
toolroute Claim 1
Route AI agent tasks to the best MCP server and LLM, scored on 132+ real benchm…
B 77 54 71 68 N/A 49 95 97
2833
KaranThink41
Enables posting text messages to Google Chat spaces through webhook-based integ…
B 77 55 90 65 41 81 100
2834
inkog-io
inkog-mcp Claim 3
AI agent security scanner. Audits MCP servers for vulnerabilities, detects prom…
B 77 55 96 100 54 81 37
2835
ajtgjmdjp
tdnet-disclosure-mcp Claim 1
MCP server for Japan's TDnet (Timely Disclosure network). Search and retrieve t…
B 77 54 57 75 N/A 69 94 95
2836
iannuttall
Flux UI MCP Server Claim 1
Provides reference information for Flux UI components, enabling AI assistants t…
B 77 55 78 100 N/A 45 95 54
2837
AdolphNB
word2img-mcp Claim
Enables converting Markdown text into high-quality 3:4 ratio JPG images using m…
B 77 54 84 61 N/A 42 95 92
2838
jdickey1
IMAP Email MCP Server Claim 1
Enables AI assistants to read, search, compose, and send emails by connecting t…
B 77 55 94 62 40 78 100
2839
dejo1307
archmcp Claim
archmcp - MCP Architectural Snapshot Server and Knowledge Graph
B 77 54 84 56 N/A 56 95 90
2840
desk3
Desk3 MCP Server Claim
Cryptocurrency MCP Server! Free! This powerful tool is designed for blockchain …
B 77 55 96 66 46 71 99
2841
Nayshins
mcp-server-ccxt Claim 1
Cryptocurrency Market Data MCP Server
B 77 54 86 57 N/A 45 91 100
2842
hanzoai
Hanzo MCP Claim 1
An MCP server that enables Claude and other LLM clients to access Hanzo AI plat…
B 77 54 96 38 N/A 76 89 87
2843
sinewaveai
A security scanner for AI coding agents and autonomous assistants that scans co…
B 77 54 71 61 N/A 61 95 95
2844
kazuph
🔗 Model Context Protocol (MCP) Server for retrieving saved articles from Pocket…
B 77 55 78 82 N/A 37 90 86
2845
glaksmono
finbud-data-mcp Claim
Access comprehensive, real-time financial data (stocks, options, crypto, forex)…
B 77 55 86 47 70 83 100
2846
yamato-snow
FastMCP Claim
A TypeScript framework for building MCP servers with client session management …
B 77 55 78 71 49 81 100
2847
brendandebeasi
Zappy MCP Claim
Enables sending, reading, and deleting WhatsApp messages through Claude Desktop…
B 77 54 66 72 N/A 52 95 100
2848
oxgeneral
agentmem Claim
Lightweight persistent memory for AI agents. Hybrid search. 16 tools. One SQLit…
B 77 54 100 37 N/A 62 92 92
2849
VirtusLab
llm-tools-mcp Claim
Connect to MCP servers right from your shell. Plugin for simonw/llm.
B 77 54 88 55 N/A 66 90 83
2850
SimplyMinimal
fleet-mcp Claim 3
An MCP server that provides tools for managing and monitoring your Fleet Device…
B 77 54 65 71 N/A 82 83 88
Showing 2801–2850 of 66402 servers
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