MCP Server Quality Scores

Independent quality analysis of 50330 public MCP servers

50330
Discovered
29743
Scored
2112
Verified
16952
Complete

Last updated 30 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
16601
zenmindyj
WeChat Article Parser Claim 2
Parses WeChat public account articles to extract metadata, content, and generat…
F 25 55 54 41 19 76 74
16602
DynamicEndpoints
PayPal MCP Claim 1 2
This is an MCP server to manage PayPal
F 25 55 78 43 44 74 82
16603
joansongjr
mcp Claim 1
Email infrastructure for AI agents. Create inboxes on the fly, send and receive…
F 25 54 60 71 36 78 100
16604
Bortlesboat
Bitcoin MCP Claim 1 2
49 Bitcoin tools for AI agents: fees, mempool, blocks, mining, price. Zero conf…
F 25 66 90 46 0 72 70 94
16605
hongsw
Hello-MCP Claim 1
A utility tool that enables Claude Desktop to interact with external tools via …
F 25 55 64 71 66 77 81
16606
thirdstrandstudio
Figma MCP Server Claim 1
Interact seamlessly with the Figma API to manage files, comments, components, a…
F 25 54 86 68 N/A 59 90 96
16607
PaddlePaddle
PaddleOCR MCP Server Claim 1
Multiple text-type recognition, handwriting recognition, and high-precision par…
F 25 55 78 41 79 78 94
16608
jacklandis29
CodeChecker MCP Claim 2 4
A code review tool for Cursor IDE that uses OpenAI's GPT models to provide inte…
F 25 55 86 53 13 76 92
16609
Upsonic
Upsonic Claim 1
Build autonomous AI agents in Python.
F 25 54 86 38 N/A 80 87 84
16610
Azure-Samples
Provides weather information from the National Weather Service API with full MC…
F 25 55 84 68 19 74 100
16611
Tzott
Apifox MCP Server Claim 1 2
This server acts as a Message Communication Protocol (MCP) service for integrat…
F 25 55 48 67 17 78 79
16612
hathibelagal-dev
mcp-pyautogui Claim 1 2
An MCP server for PyAutoGUI
F 25 54 47 30 N/A 42 84 100
16613
cyanheads
mentor-mcp-server Claim 1 2
A Model Context Protocol server providing LLM Agents a second opinion via AI-po…
F 25 54 81 71 N/A 49 89 91
16614
PostHog
Official PostHog MCP Server for product analytics, feature flags, experiments, …
F 25 66 60 10 0 77 77 82
16615
PV-Bhat
gemsuite-mcp Claim 2 3
Professional Gemini API integration for Claude and all MCP-compatible hosts wit…
F 25 54 90 68 N/A 50 88 92
16616
yogeshbuilds
Discord MCP Server Claim 2
Enables sending messages to Discord channels directly from Cursor IDE using Dis…
F 25 55 60 60 26 76 88
16617
jkawamoto
mcp-bear Claim 1 2
A MCP server for interacting with Bear note-taking software.
F 25 54 57 68 N/A 80 77 99
16618
ankur-1garg
Repo Analyzer MCP Server Claim 1 2
An MCP server that analyzes Git repositories and provides Dockerfile creation g…
F 25 54 45 38 N/A 18 89 88
16619
chrishayuk
MCP Code Sandbox Server Claim 2 3
An extensible Message Communication Protocol server that provides secure code e…
F 25 66 66 51 0 24 74 93
16620
CelestoAI
agentor Claim 1
Open source version of Claude Managed Agents. Fastest way to build and deploy r…
F 25 66 96 79 95 84 76 66
16621
esignaturescom
mcp-server-esignatures Claim 1 2
Contract and template management for drafting, reviewing, and sending binding c…
F 25 55 90 55 47 80 39
16622
tianqitang1
enrichr-mcp-server Claim 2 4
A MCP server that provides gene set enrichment analysis using the Enrichr API
F 25 55 69 60 42 80 90
16623
The-Nexus-Guard
aip-identity Claim 1 2
MCP server for AI agent identity — verify agents with Ed25519 signatures, check…
F 25 55 51 0 46 76 99
16624
kartegagithub
Laviya AI Orchestration MCP runtime for IDE and agent integrations.
F 25 54 60 73 N/A 28 84 91
16625
yshk-mrt
A TypeScript-based middleware that translates Claude AI's decisions into OBS We…
F 25 54 86 66 N/A 45 87 88
16626
BandaruDheeraj
Enables AI assistants to access TestFlight beta tester feedback, including scre…
F 25 55 70 68 35 76 99
16627
iHackSubhodip
A Model Context Protocol server that enables AI assistants to interact with iOS…
F 25 55 63 33 N/A 35 80 93
16628
helius-labs
Helius MCP Claim 2 3
MCP server for Helius — Solana blockchain data access for AI assistants, provid…
F 25 55 71 0 43 70 95
16629
GongRzhe
Provides image generation capabilities for Claude using the Replicate Flux mode…
F 25 55 96 70 46 80 96
16630
2geonhyup
DART-MCP Claim 1 3
An MCP server that enables Claude to perform financial analysis and visualizati…
F 25 54 33 41 N/A 26 89 74
16631
snowyegret23
UnityInfoMCP Claim 1
A runtime inspection and automation toolkit that enables MCP clients to interac…
F 25 54 66 45 N/A 69 87 86
16632
shukehi
MCP Binance Claim 1
Enables users to fetch real-time cryptocurrency market data from Binance includ…
F 25 55 54 63 23 75 89
16633
sns45
dear-claude Claim 1 4
Spawn Claude Code instances from 6 platforms when 'Dear Claude' is mentioned.
F 25 54 78 63 N/A 45 52 99
16634
ClueoFoundation
ClueoMCP Claim 1
🎭 The Personality Layer for LLMs- Transform any MCP-compatible AI with rich, co…
F 25 55 90 71 N/A 52 80 92
16635
tmdaidevs
Provides live optimization analysis and health checks for Microsoft Fabric item…
F 25 55 78 71 36 76 96
16636
m2rads
Enables automated end-to-end testing powered by Playwright where test cases are…
F 25 54 92 68 N/A 68 87 99
16637
megachadxyz
MegaChad Claim 1
Burn-to-create looksmaxxing engine on MegaETH. 14 MCP tools for DeFi, NFTs, and…
F 25 66 92 100 94 45 78 99
16638
OhSeongRak
Enables Claude to search for available meeting rooms, check reservation status,…
F 25 54 72 61 N/A 19 89 48
16639
itest4u
Enables control and automation of Android devices using uiautomator2 and ADB. I…
F 25 54 60 23 N/A 40 84 99
16640
manushi4
ScreenHand Claim 1
An open-source MCP server for macOS and Windows that provides native desktop co…
F 25 54 72 65 N/A 60 87 90
16641
Sahilverse-web
EduChain MCP Server Claim 1
Integrates the EduChain library with Claude Desktop to generate educational con…
F 25 54 42 30 N/A 16 87 97
16642
mariocandela
beelzebub Claim 2
Beelzebub is a honeypot framework that lets you build honeypot tools using MCP.…
F 25 55 78 38 85 74 35
16643
nirholas
universal-crypto-mcp Claim 1
Universal MCP server for AI agents to interact with any* blockchain via natural…
F 25 54 96 42 N/A 76 87 90
16644
samouh-waleed
prompyai Claim 2
Scores your prompts against your real codebase — context-aware prompt intellige…
F 25 54 84 61 N/A 53 83 93
16645
w-jeon
Google Drive MCP Server Claim 2 4
Integrates with Google Drive to enable listing, reading, and searching over fil…
F 25 55 78 60 18 78 100
16646
KaranThink41
Automate your Slack workspace interactions by posting messages, replying to thr…
F 25 64 78 68 0 41 90 98
16647
CCCpan
An MCP server that provides comprehensive data verification in China, including…
F 25 54 60 60 66 90 99
16648
imchandanmohan
MCP Crypto Portfolio Claim 1
Connects Claude AI to KuCoin portfolio and Notion workspace for real-time crypt…
F 25 55 66 63 48 77 91
16649
zhangzhongnan928
A secure system enabling AI assistants to interact with blockchain data and pre…
F 25 55 66 71 39 80 97
16650
Teradata
Teradata MCP Server Claim 2
A server providing tools for querying and analyzing Teradata databases, includi…
F 25 55 90 82 75 71 87
Showing 16601–16650 of 50330 servers
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