MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 2 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3451
whiteside-daniel
Enables read-only interaction with Zoho CRM data through natural language queri…
B 76 55 74 82 N/A 24 95 89
3452
NvkAnirudh
A Model Context Protocol (MCP) server that automates generating LinkedIn post d…
B 76 55 72 73 56 78 99
3453
jun-omise
Enables comprehensive payment processing through Omise APIs including charges, …
B 76 55 86 62 43 81 98
3454
mrsknetwork
YouTube MCP Claim
Interact with public YouTube data via the official Data API v3
B 76 54 66 72 N/A 57 95 89
3455
nqmn
Enables SSH remote access to servers through Claude, allowing users to execute …
B 76 55 90 63 38 81 95
3456
0xbrainkid
agentfolio-mcp-server Claim 2
AI agent identity verification via SATP on Solana. Trust scores and on-chain at…
B 76 55 75 60 N/A 66 82 100
3457
sanggggg
Enables storing and managing dynamic review records with custom schemas for any…
B 76 55 78 100 24 81 80
3458
itsiiromiuy
Enables AI assistants to save and manage question-and-answer pairs within a str…
B 76 55 72 72 68 76 91
3459
metricool
mcp-metricool Claim
mcp-metricool
B 76 55 70 82 49 81 95
3460
IzumiSy
MCP Memory Server with DuckDB backend
B 76 54 62 56 N/A 86 94 89
3461
YuNaga224
Obsidian Memory MCP Claim 1
Stores AI memories as Markdown files for visualization in Obsidian's graph view…
B 76 54 90 47 N/A 44 92 100
3462
es6kr
Claude Code Session Manager
B 76 54 90 51 N/A 37 92 100
3463
riker-t
Enables AI assistants to access Ramp's developer documentation and API schemas …
B 76 54 92 58 N/A 23 95 97
3464
abs222222
MCP File Downloader Claim 1
Enables Claude Desktop to download files from web URLs with automatic browser f…
B 76 54 90 56 N/A 41 90 93
3465
nota
gyazo Claim 1
Official Model Context Protocol server for Gyazo
B 76 55 92 82 72 86 38
3466
ConAcademy
buttplug-mcp Claim
Buttplug.io Model Context Protocol (MCP) Server
B 76 54 68 60 N/A 70 92 92
3467
aiurda
cursor10x-mcp Claim 1
The Cursor10x MCP is a persistent multi-dimensional memory system for Cursor th…
B 76 55 96 100 N/A 46 81 41
3468
drdee
Memory MCP Claim 2
A Model Context Protocol server that allows users to store, retrieve, update, a…
B 76 55 85 100 N/A 40 90 47
3469
michaelneale
Goose App Maker MCP Claim 1
This MCP server allows users to create, manage, and serve web applications thro…
B 76 55 72 82 N/A 19 95 97
3470
JoshTrebilco
Faber MCP Server Claim 1
Enables the deployment and management of Laravel applications on Faber servers …
B 76 54 84 53 N/A 50 90 99
3471
lxman
Safari MCP Server Claim 1
Provides AI assistants with Safari browser automation and developer tools acces…
B 76 54 90 56 N/A 42 87 95
3472
mxn2020
Enables AI agents to fully control the Forge Engine (Godot fork) by manipulatin…
B 76 54 84 60 N/A 53 84 94
3473
chonseng
Enables flight search and price comparison by scraping flight information from …
B 76 55 62 82 N/A 42 95 94
3474
nhevers
A persistent memory server for Claude Code that captures session context and to…
B 76 54 84 58 N/A 50 90 93
3475
privetin
Chroma MCP Server Claim 2
A Model Context Protocol server providing vector database capabilities through …
B 76 54 77 63 N/A 42 92 99
3476
RMITBLOG
A read-only MCP server that provides visibility into Parallels Remote Applicati…
B 76 55 80 60 53 83 100
3477
jake-hebert
Provides a user-friendly setup wizard that guides users through connecting Clau…
B 76 55 94 87 N/A 22 95 58
3478
StefanoCaruso456
MCP Platform Claim
A reusable runtime infrastructure for hosting Model Context Protocol servers an…
B 76 55 72 68 55 83 100
3479
zcaceres
fetch-mcp Claim 1
An MCP server to flexibly fetch JSON, text, and HTML data
B 76 54 75 52 N/A 60 92 100
3480
newideas99
RAT MCP Server Claim 1
Facilitates two-stage reasoning processes using DeepSeek for detailed analysis …
B 76 55 90 68 45 81 87
3481
GongRzhe
A2A MCP Server Claim 1
A bridge server that enables MCP-compatible AI assistants like Claude to seamle…
B 76 55 72 82 45 81 92
3482
sandraschi
clawd-mcp Claim 1
Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to …
B 76 54 72 68 N/A 59 92 86
3483
georgeck
Fetches and processes Hacker News discussions to prepare them for Claude to gen…
B 76 55 86 100 49 83 48
3484
bmurdock
A comprehensive Model Context Protocol server that integrates with the Scryfall…
B 76 55 92 63 43 81 89
3485
binspireai
Binspire MCP Claim
Connects LLMs to the Binspire API to build autonomous AI-driven waste managemen…
B 76 55 82 61 54 80 99
3486
idreesmuhammadqazi-create
Generates AI-powered clarifying questions for user task requests using Claude, …
B 76 55 78 68 53 80 99
3487
199-mcp
mcp-kling Claim 1
🎬 The FIRST MCP server for Kling AI video generation! Generate stunning AI vide…
B 76 55 94 100 N/A 45 81 42
3488
Py2755
aiogram-mcp Claim 1
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
B 76 54 69 63 N/A 80 83 92
3489
0GiS0
A TypeScript-based MCP server that implements a simple note-taking system using…
B 76 54 84 65 N/A 22 95 100
3490
muammar-yacoob
Unity MCP Claim
Provides real-time control of Unity Editor through natural language commands. E…
B 76 54 66 58 N/A 67 95 96
3491
usama-dtc
Salesforce MCP Server Claim 2
An MCP server implementation that integrates Claude with Salesforce, enabling n…
B 76 55 69 100 42 76 82
3492
vedantparmar12
A sophisticated server that enables AI assistants to automatically analyze code…
B 76 55 78 66 60 81 91
3493
srclight
srclight Claim
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
B 76 54 94 28 N/A 75 89 93
3494
filipkrayem
Enables AI agents to consult with multiple AI models (GPT, Gemini, Grok, etc.) …
B 76 55 90 71 28 81 95
3495
shawndrake2
Provides access to comprehensive U.S. economic data including GDP, personal inc…
B 76 55 96 66 27 80 97
3496
Dataring-engineering
mcp-server-trino Claim 1
Trino MCP Server to query and access data from Trino Clusters.
B 76 55 86 67 39 80 100
3497
guangxiangdebizi
GitHub MCP Server Claim
Enables AI assistants to analyze GitHub repository structures and read file con…
B 76 55 100 68 24 81 92
3498
adhikasp
mcp-client-cli Claim
A simple CLI to run LLM prompt and implement MCP client.
B 76 54 84 41 N/A 71 95 91
3499
quareth
Enables management of Cloudflare Ruleset Engine and WAF configurations through …
B 76 55 86 71 40 80 93
3500
coo-quack
calc-mcp Claim 1
21 MCP tools for math, randomness, dates, encoding, hashing, and more — determi…
B 76 54 84 65 N/A 87 94 50
Showing 3451–3500 of 30006 servers
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