MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 39 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
4751
Benniu
emqx-mcp-server Claim
A Model Context Protocol (MCP) server implementation that provides EMQX MQTT br…
B 74 55 84 46 66 81 95
4752
aj47
Enables debugging and automation of native Electron applications on macOS throu…
B 74 54 80 57 N/A 30 95 98
4753
Toronto-inc
Toronto MCP Server Claim 1
An MCP server that provides tools for intelligently querying, analyzing, and re…
B 74 66 53 86 98 29 82 84
4754
Mahii1972
PPX-MCP Claim 1
An unofficial MCP server for Perplexity AI that leverages Pro subscriptions and…
B 74 55 78 100 N/A 38 88 50
4755
run-llama
mcp-server-llamacloud Claim 1
A MCP server connecting to managed indexes on LlamaCloud
B 74 54 79 41 N/A 73 95 82
4756
Sorbh
Provides programmatic access to 30+ Basecoat CSS (HTML port of ShadCN UI) compo…
B 74 55 94 57 25 81 99
4757
oculairmedia
An MCP server implementation that enables interaction with the Letta API for ma…
B 74 55 79 63 78 81 70
4758
gvbigdata
Task MCP Server Claim 1
A simple task management server that enables users to add, list, complete, and …
B 74 55 78 100 N/A 21 95 55
4759
bb-sdk
Exposes the bitbank-api TypeScript SDK source code and documentation to AI assi…
B 74 54 78 52 N/A 40 92 100
4760
epicsagas
alcove Claim
MCP server that gives AI coding agents on-demand access to private project docs…
B 74 54 78 31 N/A 76 95 96
4761
pkdindustries
soulshack Claim
soulshack, an irc chatbot. openai/ollama/gemini/anthropic apis. basic shell too…
B 74 54 84 71 N/A 77 90 46
4762
kustus
Connects Claude Desktop to the MonKey Office Connect JSON-API, enabling natural…
B 74 55 94 62 32 76 95
4763
AiAgentKarl
solana-mcp-server Claim
Solana blockchain data for AI agents — wallet balances, token prices, DeFi yiel…
B 74 44 66 N/A N/A 30 95 94
4764
sammcj
An MCP Server to help LLMs suggest the latest stable package versions when writ…
B 74 54 81 28 N/A 78 94 95
4765
savethepolarbears
Enables AI assistants to search, browse, and retrieve metadata and images from …
B 74 55 96 46 39 82 99
4766
yogthos
lattice-mcp Claim 2
Enables processing documents larger than LLM context windows using symbolic com…
B 74 54 75 58 N/A 45 90 97
4767
conorbronsdon
gws-mcp-server Claim
Google Workspace MCP server exposing 23 curated tools for Drive, Sheets, Calend…
B 74 55 72 61 69 81 91
4768
OnePieceLwc
Word Cloud MCP Claim
Enables creation of word cloud visualizations from various document formats (PD…
B 74 54 84 58 N/A 42 95 84
4769
ParthibanRajasekaran
MCP Weather Server Claim 1
A Model Context Protocol server that provides real-time weather data and foreca…
B 74 55 69 58 65 82 100
4770
volveezz
tusk-mcp Claim
A read-only PostgreSQL MCP server that enables AI agents to perform schema intr…
B 74 55 80 62 50 80 95
4771
akiani
Enables access to mock Epic patient data through 15 MCP tools with two-tier acc…
B 74 54 78 72 N/A 21 95 92
4772
Node-In-Layers
MCP Server Claim
A Node In Layers package that simplifies creation of MCP (Model-Control-Protoco…
B 74 55 78 68 38 82 93
4773
gregkonush
MCP Obsidian Claim 1
A server implementation that allows AI assistants to read, create, and manipula…
B 74 54 66 70 N/A 34 95 95
4774
wspringer
math-svg-mcp Claim
Convert LaTeX math expressions to crisp, scalable SVG images
B 74 55 62 100 N/A 56 95 48
4775
Michael-Obele
A TypeScript template for building remote Model Context Protocol servers with m…
B 74 55 80 60 40 81 100
4776
kuro-tomo
Enables AI agents to autonomously browse inventory, negotiate terms, manage car…
B 74 55 72 68 58 82 89
4777
ShawnDM
espn-mcp Claim
B 74 54 86 56 N/A 28 92 95
4778
maxzrff
KnowledgeMCP Claim 2
An MCP server that enables AI assistants to perform semantic searches over loca…
B 74 54 79 43 N/A 62 90 94
4779
barbosaihan
Enables AI assistants to interact with Autodesk Civil 3D, allowing them to retr…
B 74 54 68 65 N/A 47 95 93
4780
bighippoman
memoir Claim 1
Structured session journals for AI agents. Persistent memory across sessions.
B 74 55 66 100 N/A 53 95 48
4781
arjunkmrm
Attio MCP Server Claim
Enables AI assistants to interact with Attio CRM through natural language, prov…
B 74 55 90 51 49 81 91
4782
dannyytv
pomodash Claim
Connect your AI assistant to PomoDash for seamless task and project management
B 74 55 78 63 41 82 100
4783
huuthangntk
Dokploy MCP Server Claim
Enables AI assistants to manage Dokploy deployments, including creating and dep…
B 74 55 66 67 60 81 94
4784
urbushey
instant-db Claim 1
An MCP server that enables AI assistants to create and manage persistent SQLite…
B 74 54 61 61 52 94 100
4785
brennancheung
MCP Rewatch Claim 1
A Model Context Protocol server that enables AI coding assistants like Claude C…
B 74 54 69 62 N/A 45 90 99
4786
EdenYavin
OSV Claim
The server can be utilized for secure development by listing all packages' CVEs…
B 74 55 62 82 41 81 98
4787
oakenai
A TypeScript-based MCP server that provides tools for making precise line-based…
B 74 54 74 65 N/A 40 90 92
4788
zadarastorage
Enables management of Zadara VPSA Storage Arrays and Object Storage endpoints, …
B 74 55 84 61 54 76 91
4789
elchika-inc
Enables retrieval of README files, package information, and metadata from Cocoa…
B 74 55 96 62 21 81 93
4790
54yyyu
Zotero MCP Claim
Search, read, annotate, and add to your Zotero research library, local or web.
B 74 55 88 38 N/A 78 76 92
4791
LiteObject
Provides real-time access to official LangChain documentation, API references, …
B 74 55 86 62 31 82 99
4792
tcsavage
Provides semantic search capability over Obsidian vaults and exposes recent not…
B 74 54 94 57 N/A 17 95 88
4793
shizhMSFT
ORAS MCP Server Claim
Enables users to interact with container registries through the ORAS CLI, provi…
B 74 55 72 58 57 83 100
4794
georgeLochner
Playwright MCP Claim 2
Provides browser automation capabilities for LLMs using Playwright's accessibil…
B 74 55 62 100 59 82 63
4795
yzfly
douyin-mcp-server Claim 1
提取抖音无水印视频链接,视频文案,douyin-mcp-server,mcp,claude skill,支持龙虾
B 74 55 66 82 N/A 55 81 83 HT
4796
jayasimhag1reddy
Enables cross-window context sharing in VS Code by persisting Copilot conversat…
B 74 54 90 52 N/A 27 95 95
4797
cfenzo
domain-mcp Claim 1
Enables domain name availability checking through DNS and WHOIS lookups with co…
B 74 55 90 57 29 82 99
4798
radireddy
GitHub MCP Server Claim
Enables AI agents to analyze employee GitHub activity including PRs, code revie…
B 74 55 84 72 27 81 90
4799
BartoseLudwiczuk
Converts various file types (PDF, images, audio, DOCX, XLSX, PPTX) and web cont…
B 74 55 78 58 48 81 100
4800
n24q02m
better-godot-mcp Claim 2
18 composite tools for structured Godot 4.x interaction: scenes, nodes, GDScrip…
B 74 55 51 100 N/A 79 95 44
Showing 4751–4800 of 67197 servers
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