MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 26 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
42301
Rumblingb
Captures webpage screenshots via ScreenshotOne API, offering desktop, mobile, a…
42302
Edition-X
arcane Claim
Provides persistent, searchable memory and knowledge capture for AI-assisted de…
N/A N/A
42303
vasilistotskas
WebLens Claim
Scrape, crawl, map and extract the web. Pay per call in USDC, no account or API…
42304
cloud9-labs
mcp-shopify Claim
MCP server for Shopify Admin API. Enables product, order, customer, and invento…
N/A N/A
42305
devsung94
A minimal starter for building OpenAI Apps SDK compatible MCP servers that supp…
81
42306
danduh
Enables file operations, npm package management, and configuration checking thr…
N/A N/A
42307
rsutana
rocks-db Claim
Enables executing SQL queries (SELECT, INSERT, UPDATE, DELETE) and database int…
N/A N/A
42308
eigma-app
Eigma Claim
Files what you learn into a personal wiki and quizzes you before you forget it.
42309
lockwood-launch
zxoar Claim
Agent-first trading on the ZXOAR launchpad (Uniswap V4): scan, vet, guarded buy…
N/A N/A
42310
AStheTECH
Integrates with Razorpay's payment infrastructure to manage orders, process pay…
42311
enkiEng
Enables AI models to write, format, compile, lint, and structure modern Fortran…
N/A N/A
42312
cobusvdwest
Free digital marketing quote and strategy requests from Juicy Designs SA. No pr…
42313
vibefix-tech
vibefix Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
N/A N/A 83
42314
rabi-siddique
This MCP server provides authentication via wallet sign-in (SIWE) and authoriza…
42315
cloudflare
Browser rendering service. Fetch web pages, convert to markdown, and capture sc…
81
42316
SaltfishSheep
Enables AI agents to search Minecraft obfuscated name mappings (class, method, …
N/A N/A
42317
bpzx
A Model Context Protocol server for web scraping and searching, with automatic …
42318
epistemedeus
Check if a website is visible to AI search (ChatGPT, Perplexity, Claude). No in…
42319
HuiDiHu
Deploys a Model Context Protocol server on Cloudflare Workers that enables AI m…
N/A N/A 95
42320
MCP-Mirror
MCP SysOperator Claim 1
An MCP server for Infrastructure as Code that enables AI assistants to manage c…
81
42321
covariance-network
ProductClank Claim
Boost posts and launch community growth campaigns from your AI assistant. OAuth…
42322
clawd-ops
A stdio MCP server that allows MCP-capable agents to call an A2A endpoint, enab…
42323
TuringTap
TuringTap Claim
Live decrypted HTTP(S) traffic visibility for AI agents, plus human handoff for…
42324
hamzatrq
Enables AI assistants to fully control and manage Odoo 18 ERP instances through…
42325
aaameobius-crypto
opendaw-mcp Claim
Enables AI agents to control a browser-based digital audio workstation (openDAW…
42326
DevOps-Represent
Enables AI clients to use custom tools, maintain memory, and follow structured …
42327
Winter-And-You-Gone
Windows桌面截图与窗口自动化工具,支持后台操作、不抢焦点,可截取窗口/屏幕、模拟鼠标键盘、点击菜单等。
N/A N/A
42328
HR-DONK
MCP server for intelligent circuit diagram recognition, enabling detection of c…
N/A N/A
42329
kristianfreeman
Enables Claude to interact with hledger for financial analysis, including accou…
N/A N/A
42330
Omarbadran37
Enables AI assistants to create and manage asynchronous coding tasks through Go…
42331
lauripiispanen
game-mcp Claim
Bridges AI assistants to running game instances for testing, debugging, and ver…
N/A N/A
42332
fastman
mcp-kaneo Claim
MCP server for Kaneo task management API. Lets your AI coding assistant manage …
42333
cdrn
sigil Claim
Local keystore + MCP server. Claude can sign EVM transactions but never sees th…
N/A N/A
42334
selic
MCP server for ConnectWise PSA (Manage) enabling ticket management, time entry,…
42335
SeydinaBANE
Server MCP Claim
Provides math and weather tools accessible via LangGraph agent using MCP protoc…
81
42336
vassiliylakhonin
Auditable strategic-risk memos for AI agents — sanctions, regulatory, geopoliti…
N/A N/A
42337
fuyouai
通过IMAP和SMTP协议实现邮箱读写操作,支持腾讯企业邮箱,可收发邮件、管理文件夹和搜索邮件。
42338
AparaviSoftware
Integrates with Aparavi's document processing API to allow LLMs to process docu…
42339
lazymac2x
Cloudflare Workers MCP server: ai-changelog-writer
42340
InfoseekAI
Deep dive your metrics. Contact us for an API key. Learn more at https://Infose…
N/A N/A 95
42341
atmflow55
datafood-mcp Claim
DataFood: 16 data sources (crypto/DeFi/security/news/finance) via one MCP. Bund…
42342
trtmn
Connect your AI coding assistant to TestRail to manage test cases, runs, result…
42343
angrysky56
Provides intelligent cryptocurrency trading assistance using Coinbase Advanced …
N/A N/A
42344
Hendo52
A local MCP SSE server that proxies Cloudflare Workers AI and provides multi-st…
42345
paragraph-xyz
MCP server that connects AI agents to your Paragraph publication, enabling post…
42346
darialissi
Enables users to analyze their habits over a specified period and receive weekl…
N/A N/A
42347
shagarwal
databazaar Claim
Agent-first data marketplace — AI agents search, purchase, and sell datasets vi…
N/A N/A 95
42348
pipeworx-io
Enables AI agents to query City of Toronto open data through the CKAN API, prov…
42349
lucygoodchild
Enables AI assistants to perform 3D modeling and CAD operations in FreeCAD, inc…
N/A N/A
42350
ggilligan12
kibana-mcp Claim
Enables AI assistants to manage Kibana security alerts, rules, and exception li…
N/A N/A
Showing 42301–42350 of 67197 servers
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