MCP Server Quality Scores

Independent quality analysis of 45732 public MCP servers

45732
Discovered
29516
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 21 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43401
KEY60228
Enables MCP clients to access and read mdbook documentation, including structur…
N/A N/A
43402
bossdong955
MCP server that fetches Weibo hot search trends. Supports Stdio, SSE, and Strea…
43403
htooayelwinict
A lightweight MCP server that enables AI coding assistants to interact with Ope…
43404
awslabs
A high-performance Model Context Protocol (MCP) server that provides seamless i…
N/A N/A
43405
daniel3303
Equibles Claim
Self-hosted financial data terminal for AI agents. Scrapes and serves SEC filin…
43406
Matheus-Gama-deluna
Maestro Claim
An autonomous MCP server for AI-assisted development with zero-API approach, au…
N/A N/A
43407
salviz
Real browser automation for Termux/Android. Runs Firefox or Chromium on Xvfb on…
N/A N/A
43408
rahulnayanegali
MCP server that guides an AI agent through stack trace triage, from raw error t…
N/A N/A
43409
Perufitlife
MCP server for Appwrite security audits that scans permissions and provides str…
43410
OfekBenEliezer
MCP on Azure Claim
Enables listing image blobs from Azure Blob Storage and generating descriptions…
43411
serkan-ozal
Playwright-powered browser automation and debugging for VS Code and Cursor via …
N/A N/A
43412
Kcrong
Enables browsing and querying Smartsheet data through read-only MCP tools, allo…
43413
vincegx
Transform Figma designs into pixel-perfect React + Tailwind components using th…
N/A N/A
43414
geekjourneyx
Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布
N/A N/A
43415
andriyshevchenko
MCP server with persistent memory, voice understanding, multi-thread orchestrat…
43416
iflow-mcp
This MCP server simplifies interaction with the ConnectWise Manage API through …
43417
LuiccianDev
Analyzes Git repository changes and generates conventional, context-aware commi…
N/A N/A
43418
kayoMichael
Classifies Bowman Prospects baseball cards using image recognition, provides pl…
N/A N/A
43419
Averyy
A local MCP server that lets Claude delegate scoped work to Codex with structur…
N/A N/A
43420
buYoung
personal-mcp Claim
MCP server that bridges coding agents (Claude Code, Codex, Gemini CLI) via ACP …
N/A N/A
43421 N/A N/A 95
43422
beee003
axonn-mcp Claim
MCP server for Axonn, enabling access to US energy regulatory filings, real-tim…
43423
thevibeworks
Enables sending iOS push notifications through the Bark service directly from C…
43424
DanielChicot
octopus-mcp Claim
Lets Claude analyse your Octopus Energy account: usage, costs, tariff compariso…
43425
quinnjr
Enables AI agents to manage LinkedIn profiles, posts, connections, skills, educ…
43426
pipeworx-io
twelvedata Claim
Enables access to real-time and historical market data including stocks, ETFs, …
43427
romilly
Enables creating and iterating on animated SVG diagrams from text input, photos…
N/A N/A
43428
saikandikatta
An MCP server that finds cheap flights with flexible dates and smart suggestion…
43429
thananauto
Provides utility tools including random jokes, current weather, and name-based …
43430
jlewitt1
Keshro MCP Claim
The intelligent execution layer for coding agents, exposed as an MCP server for…
N/A N/A
43431
LKbaba
grok-mcp Claim
Connects Claude Code to xAI's Grok for real-time web and X (Twitter) search wit…
43432
baijuw
Enables network configuration, connectivity testing, and routing management for…
43433
Steleet
Enables tamper-evident anchoring of file, text, or JSON hashes to the BSV block…
N/A N/A
43434
jcdreamjc
悟道数据 Wudao Data 是面向 OpenClaw、Hermes、Claude 和自建 AI Agent 的 A股股票数据 MCP Server,提供市…
43435
YawLabs
A small AWS MCP for AI assistants: one server, one config entry, SSO re-auth ba…
N/A N/A
43436
lucamarien
Enables AI-assisted RAW photo development via RawTherapee CLI, with a visual fe…
N/A N/A
43437
Spacetime-Technology
safehold Claim
Local, encrypted MCP vault for passports, IDs, visas and photos. You control ac…
N/A N/A
43438
accountsalmar
Connects to Odoo ERP to provide comprehensive inventory analysis, including dem…
81
43439
mcpassure
MCP CNES Claim
Consulta o CNES (estabelecimentos de saúde): profissionais, leitos, equipamento…
N/A N/A
43440
kascada
logmcp Claim
Read-only log access for AI assistants over HTTPS. Whitelist log files on your …
N/A N/A
43441
grocery-prices Claim 1
UK grocery price comparison across major supermarkets.
N/A N/A 81
43442
xiaobenyang-com
预测年度GMV,快速评估业务增长趋势。分析评论情感,识别正负面反馈。整合关键洞察,提升营销与产品决策效率。
N/A N/A 95
43443
Jeffreytsai1004
Enables AI-assisted 3D modeling and scene control in Autodesk Maya through natu…
N/A N/A
43444
heiths
Enables users to access and query the ORKL Threat Intelligence Library, includi…
43445
nitzpo
MCP server for querying Israeli government real estate data, enabling property …
43446
koorosh-alt
A Context-as-a-Service MCP server that maintains structured, graph-based contex…
81
43447
MaartenSmeets
Enables LLMs to fetch and extract web content using browser automation, OCR, an…
N/A N/A
43448
sandraschi
AI-driven AR lens orchestrator for live OBS streams that enables control of Str…
N/A N/A
43449
theSynthOS
SynthOS Claim
AI-powered DeFi yield routing. Deposit into risk-scored yield bundles, analyze …
81
43450
dingdawg
Universal governance layer for AI agents — MCP-native, fail-closed, LNN interpr…
Showing 43401–43450 of 45732 servers
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