MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
28351
seantokuzo
Sean-MCP Claim
A GitHub integration tool that enables MCP clients to manage pull requests thro…
81
28352
ssm32613-ui
rasa Claim
N/A N/A 95
28353
theYahia
MCP server for Delovye Linii (Деловые Линии) delivery API — tariff calculation,…
N/A N/A
28354
mcpgo Claim
Manage your Claude Code MCPs by talking to Claude — list, restart, wrap, and mo…
N/A N/A
28355
sivabhogela88
A production-ready server that integrates ERPNext with AI assistants like Claud…
N/A N/A 95
28356
M1Vision
fal-ai-mcp Claim
Explore and search fal models to find the right fit for your tasks. Generate co…
N/A N/A 95
28357
yigitkonur
example-mcp-server-streamable-http-stateless
81
28358
Delegueinu
onlyswaps Claim
DEX meta-aggregator for AI agents. Best prices from 15+ aggregators across 13 c…
N/A N/A 95
28359
utkucy
Enables natural language interaction with the Avalanche blockchain through AI a…
N/A N/A 95
28360
PierrunoYT
Enables high-quality image generation using Bytedance's SeedDream 4.0 model via…
81
28361
web3auth
MetaMask Embedded Wallets MCP (formerly Web3Auth) gives AI coding assistants li…
28362
ai-caseylai
Enables seamless integration with WhatsApp through the Model Context Protocol, …
81
28363
localingos Claim
AI-powered app translation for developers. Push your source strings, get transl…
28364
vinhphatfsg
MCP server for CSV/JSON data transformation using YAML rules
N/A N/A 95
28365
Sebzo-work
Enables deployment of authentication-free MCP servers on Cloudflare Workers tha…
81
28366
Lika Rika Claim 1
Manage shared household finances for two people - expenses, budgets, savings, a…
67
28367
einar
airtable Claim
N/A N/A 95
28368
protae5544
ifieldsgood Claim
แผนการปรับแต่ง: ระบบอัตโนมัติในการกรอกแบบฟอร์ม PDF กรณีการใช้งานเป้าหมาย (6): การ…
N/A N/A 95
28369 N/A N/A 95
28370
Stellar Memory Claim 1
Persistent AI memory using orbital mechanics. 100% local, zero API keys, MCP-na…
N/A N/A 61
28371
swesmith-repos
MCP Solver Claim 1
An MCP server that enables Large Language Models to interactively create, edit,…
N/A N/A 95
28372
Hawaii mortgage & VA loan expertise for Honolulu. 2026 loan limits, condo rules…
28373
chainflip-broker
A remote MCP server that enables AI agents to perform cross-chain cryptocurrenc…
28374
iamevandrake
Analyze any company's identity. Get a Soul Score, dimension scores, a soul.md, …
N/A N/A 83
28375 N/A N/A 95
28376
resend
resend Claim
Send emails directly from Cursor with this email sending MCP server
86
28377
NOTTIBOY137
Demo: Server update hijack PoC (clean copy for video)
N/A N/A 95
28378
mefta.sadat2
test Claim
N/A N/A 95
28379
Zero-nium
AI agents replace the CEO of Toys R Us (2006-2017). 17 decisions, 44 quarters. …
28380
Auxin-io
Create employee records to prototype HR onboarding workflows. Validate data flo…
N/A N/A 95
28381
Free, keyless MCP server with 50 read-only blockchain tools for Bitcoin, Ethere…
28382
HadyAhmed00
Android-MCP Claim
Enables AI agents to control Android devices and emulators through direct UI in…
N/A N/A 95
28383
liuyixin-louis
Anki MCP Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
N/A N/A 95
28384
GetWinnyMCP Claim
Winstack is a persistent career vault that lives inside your AI assistant. Inge…
28385
pipeworx-io
dictionary Claim
Dictionary MCP — wraps Free Dictionary API (free, no auth)
28386
jmagar
gotify-mcp Claim 2
MCP server for Gotify push notifications - send messages and manage apps/client…
N/A N/A 66
28387
Instant Backend for SMBs: pages, payments, eSign AES eIDAS, notifications, inve…
28388
Gotify MCP Claim
MCP server for self-hosted Gotify push notifications and message management.
N/A N/A
28389
ezStats MCP Claim
Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
28390 N/A N/A 95
28391
bradenpan
Enables comprehensive management of Google Ads accounts by allowing users to cr…
81
28392
seraphinerenard
mcp-csv-analyst Claim 1
An MCP server that enables AI assistants to load, query, and analyze local CSV …
N/A N/A 95
28393
geezerrrr
Enable AI assistants to perform web searches using Exa's powerful search API. G…
N/A N/A 95
28394
MemeStack.ai Claim
Search and browse a curated gallery of memes, infographics, and visual content …
28395
Teres Claim
Teres is the discovery and booking layer for AI agents. Search for real service…
28396
preangelleo
Enables AI-powered Ghost CMS blog management through Claude Desktop with conten…
81
28397
theYahia
amocrm-mcp Claim
MCP server for amoCRM API — leads, contacts, pipelines. Auth: Bearer token.
N/A N/A
28398
RxRadar Claim
Semantic search across 5 US government healthcare databases.
28399
Query Airbrake errors, notices, deploys, and project stats from MCP clients
N/A N/A 81
28400
Young-Keun-LEE
Fetch the latest notices from MJU in one place. Stay informed about new announc…
N/A N/A 81
Showing 28351–28400 of 30006 servers
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