MCP Server Quality Scores

Independent quality analysis of 59785 public MCP servers

59785
Discovered
29913
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 1 minute ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
1751
Contextable-me
@contextable/mcp Claim
A persistent AI memory server that enables storage and retrieval of context and…
B 79 55 94 65 57 82 91
1752
administrativetrick
Etsy MCP Server Claim 1
Enables AI assistants to search for products, retrieve listing details, get sho…
B 79 55 94 65 56 76 95
1753
annibale-x
mcp-webgate Claim
Web search that doesn't wreck your AI's memory.
B 79 44 61 N/A N/A 64 95 98
1754
easyshell-ai
easyshell Claim
Model Context Protocol server for EasyShell: manage hosts, execute scripts, orc…
B 79 54 76 68 N/A 65 95 92
1755
TiagoDanin
Enables control of Android devices via ADB for automation and testing. Supports…
B 79 54 90 51 N/A 52 95 100
1756
ToKiDoO
Empowers AI agents to deeply understand and interact with Obsidian vaults throu…
B 79 54 90 63 N/A 50 91 93
1757
Haervwe
Helps LLMs maintain coherent timelines, track events, and manage characters acr…
B 79 55 66 82 N/A 52 95 98
1758
openSVM
zig-mcp-server Claim
A Model Context Protocol (MCP) server that provides Zig language tooling, code …
B 79 54 100 40 N/A 69 95 89
1759
PsychoSmiley
Enables two LLMs to play Tic-Tac-Toe against each other autonomously using a sh…
B 79 66 90 76 94 53 82 70
1760
peacockery-studio
Provides Claude with access to Microsoft SharePoint via the Microsoft Graph API…
B 79 55 100 61 52 78 93
1761
Brahim-Benzarti
Enables AI agents to interact with live Shopify stores through Admin and Storef…
B 79 55 90 72 61 80 88
1762
laf-rge
QuickBooks MCP Claim 1
Enables financial professionals to interact with QuickBooks Online using natura…
B 79 55 79 100 56 75 79
1763
AnEntrypoint
MCP-REPL Claim 1
A secure JavaScript REPL server that enables executing code snippets in a sandb…
B 79 55 92 100 N/A 56 95 37
1764
david-strejc
SAGE-MCP Claim
A universal AI assistant MCP server that transforms Claude into a multi-talente…
B 79 55 96 72 43 81 91
1765
mbrummerstedt
Connect LLMs to Power BI semantic models. Browse workspaces, tables, and measur…
B 79 54 70 68 69 92 99
1766
cfdude
Mac Shell MCP Server Claim 2
An MCP server that allows secure execution of macOS terminal commands through C…
B 79 55 75 100 N/A 82 82 55
1767
JamesANZ
video-toolkit-mcp Claim 1
A Model Context Protocol (MCP) server that provides comprehensive video tools: …
B 79 54 90 57 N/A 50 90 100
1768
cloudwalk
hermes-mcp Claim
Elixir Model Context Protocol (MCP) SDK
B 79 54 74 68 N/A 66 90 99
1769
tznthou
Simple Console MCP Claim 1
A minimal browser debugging MCP server that monitors Chrome Console logs and ex…
B 79 54 82 67 N/A 52 89 99
1770
leonardsellem
n8n MCP Server Claim 2
A Model Context Protocol server that enables AI assistants to interact with n8n…
B 79 55 81 71 58 82 99
1771
Pranav-Karra-3301
Provides real-time and scheduled bus data for the Centre Area Transportation Au…
B 79 55 78 82 49 81 100
1772
appwrite
mcp-for-api Claim
MCP (Model Context Protocol) server for Appwrite
B 79 54 96 57 N/A 76 95 69
1773
vpro1032
Enables AI assistants to interact with Neo4j graph databases through natural la…
B 79 55 100 61 47 80 96
1774 B 79 54 78 70 N/A 49 90 100
1775
ryanmaule
Enables AI assistants to interact with Metabase analytics platform, allowing th…
B 79 54 90 71 N/A 23 95 99
1776
ttommyth
RAG Memory MCP Claim 1
An advanced MCP server providing RAG-enabled memory through a knowledge graph w…
B 79 55 84 75 N/A 43 95 90
1777
mcpdotdirect
evm-mcp-server Claim
Comprehensive blockchain services for 30+ EVM networks, supporting native token…
B 79 55 84 56 77 80 100
1778
septapod
Generates entertaining stories told entirely through emojis with adjustable cha…
B 79 55 94 83 N/A 24 95 82
1779
zaeyasa
q1-crafter-mcp Claim 1
<p align="center"> <img src="https://img.shields.io/badge/MCP-Server-blueviol…
B 79 54 90 65 N/A 49 94 90
1780
psalzman
MCP OpenFEC Server Claim 1
Enables interaction with Federal Election Commission data via the OpenFEC API, …
B 79 55 94 72 35 82 99
1781
apoojary94
A production-ready MCP server that provides hackathon resources and reusable st…
B 79 66 72 90 90 25 81 100
1782
crunchtools
Secure MCP server for Google Search Console analytics, sitemaps, and URL inspec…
B 79 54 70 77 N/A 49 95 98
1783
leandrogavidia
Enables AI assistants to interact with the x402 payment protocol on Solana, all…
B 79 55 90 71 49 81 98
1784
enisze
Reddit MCP Server Claim
Enables read-only access to Reddit for searching posts within specific subreddi…
B 79 55 84 73 58 81 94
1785
kingdomseed
Enforces disciplined programming practices by requiring AI assistants to audit …
B 79 54 96 52 N/A 54 90 94
1786
LNS2905
mcp-beads-village Claim 2
Multi-agent MCP server for task coordination
B 79 55 86 91 N/A 30 90 82
1787
blaze-xyz
Bitso MCP Server Claim 1
Enables interaction with the Bitso cryptocurrency exchange API to access withdr…
B 79 55 100 66 52 81 86
1788
MervinPraison
PraisonAI Claim
AI Agents Framework with Self Reflection and MCP support
B 79 54 94 32 N/A 78 95 99
1789
Tomatio13
mcp-server-tavily Claim 1
B 79 55 90 71 46 82 95
1790
shopsavvy
Complete product and pricing data solution for AI assistants. Search for produc…
B 79 55 84 70 58 80 100
1791
BurtTheCoder
virustotal Claim 1
MCP server for querying VirusTotal API with comprehensive security analysis too…
B 79 54 79 72 N/A 63 83 94
1792
FadingLight9291117
harmonyos Claim 1
MCP server for HarmonyOS development - interact with projects, devices, and app…
B 79 54 75 58 N/A 67 95 100
1793
ctrlShiftBryan
Enables AI coding assistants to control and inspect a live Chrome browser throu…
B 79 54 80 60 N/A 64 95 94
1794
ecr17dev
Laraguard MCP Claim
A security audit server for Laravel projects that performs static code analysis…
B 79 54 88 60 N/A 53 90 100
1795
noditlabs
Nodit MCP Server Claim
Connects AI agents and developers to structured blockchain data across multiple…
B 79 55 88 75 55 78 94
1796
gogogadgetbytes
smart-connections Claim 1
MCP server for Obsidian Smart Connections. Semantic search using your vault's e…
B 79 54 79 65 N/A 52 95 97
1797
sidearmDRM
sidearm Claim
Protect media from AI training, detect AI-generated content, and find stolen wo…
B 79 54 76 71 N/A 73 83 95
1798
yjqian19
arxiv-mcp-server Claim
B 79 54 100 57 N/A 42 90 93
1799
rturv
MCP PDF Reader Claim 1
A Model Context Protocol server that enables the extraction of text, metadata, …
B 79 54 75 58 N/A 75 92 99
1800
savethepolarbears
Jules MCP Server Claim
Integrates Google's Jules coding agent with AI assistants to delegate autonomou…
B 79 55 96 68 45 80 94
Showing 1751–1800 of 59785 servers
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