MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

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67226
Discovered
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32320
Scored
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2112
Verified
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16953
Complete
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Last updated 18 minutes ago

Grade Distribution

Score Distribution

Newly Added

TerraVue F Arbitron F WorkforceGPT F Beleeg F Lediv F

Biggest Gainers

Pinch Grocery Prices (Australia) +44 Done Bear +44 Antevo Wealth +43

Biggest Drops

BridgeToAgent — AI Readiness -60 workbench -48 AGI Alpha -47
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# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
47251
megabytefisher
mcp-wrap Claim
Wraps another MCP server to allow lifecycle management (start/stop/restart) and…
 — ○ ⏳ — N/A N/A — — —
47252
catinair
Enables AI to execute RPA applications and workflows through the Model Context …
 — ○ ⏳ — — — — — —
47253
Shrushti8
linkedin-mcp Claim
Automates LinkedIn job search and Easy Apply using Playwright and Claude Code, …
 — ○ ⏳ — N/A N/A — — —
47254
Argo-RPG-Platform
argo-mcp Claim
MCP server for Argo RPG Platform — connects AI assistants to campaign data via …
 — ○ ⏳ — — — — — —
47255
riccardovietri
A physics engine for liquid-cooled GPU systems, exposed as an AI-callable MCP s…
 — ○ ⏳ — — — — — —
47256
axiosdevs
Launch & trade tokens on AgentPump, a Solana bonding-curve launchpad, from your…
 — ○ ⏳ — N/A N/A — — —
47257
autoworks-ai
AutoVault Claim
AutoVault is an MCP server that provides a local-first vault for AI agent skill…
 — ○ ⏳ — — — — — —
47258
andyliszewski
webcrawl-mcp Claim
Local-first web scraping, search, and crawling. Static pages extracted locally …
 — ○ ⏳ — N/A N/A — — —
47259
FS-Yuao
Builds a semantic knowledge graph of C++ code and exposes 9 MCP tools for AI as…
 — ○ ⏳ — N/A N/A — — —
47260
boy-373
MCP server aggregating hot-search boards from 8 Chinese platforms (Weibo, Zhihu…
 — ○ ⏳ — — — — — —
47261
yh008
AI App MCP Claim
A production-ready Python MCP server supporting stdio and Streamable HTTP trans…
 — ○ ⏳ — N/A N/A — — —
47262
nickthelegend
HTML to PDF Claim
Convert HTML and webpages into polished PDFs in seconds. Create invoices, repor…
 — ○ ⏳ — N/A N/A — 95 —
47263
usman.ramzan0505
myserver Claim
— ○ ⏳ — N/A N/A — 95 —
47264
cma0232
An MCP server that runs parallel AI agents to analyze React components for perf…
 — ○ ⏳ — N/A N/A — — —
47265
HUGO-Domon
Enables AI assistants to securely connect with SAP ABAP and BTP services, allow…
 — ○ ⏳ — — — — — —
47266
Ismail-2001
Provides a secure, schema-aware PostgreSQL database agent for LLMs, enabling na…
 — ○ ⏳ — — — — — —
47267
privateyou.app
n4u Claim
— ○ ⏳ — N/A N/A — 95 —
47268
gavin3129
akshare-mcp Claim
An MCP server that gives AI assistants direct, structured access to China A-sha…
 — ○ ⏳ — — — — — —
47269
clauxel
Remote MCP for Copilot CLI switch gate MCP, structured receipts, audit logs, an…
 — ○ ⏳ — — — — — —
47270
Angus-repo
docio-mcp Claim
Enables document conversion between 50+ formats, including Excel and PDF, using…
 — ○ ⏳ — N/A N/A — — —
47271
Vizx-Global
figma-mcp Claim
Enables Claude to create and edit Figma designs in real time through MCP tools,…
 — ○ ⏳ — — — — — —
47272
kkeeling
Enables AI assistants to manage Zoho Books accounting tasks such as invoices, c…
 — ○ ⏳ — — — — — —
47273
physics91
Provides Android UI automation tools via MCP, enabling device interaction, UI s…
 — ○ ⏳ — N/A N/A — — —
47274
Bladefitness
Enables AI agents to programmatically manage GoHighLevel accounts through a Clo…
 — ○ ⏳ — — — — 81 —
47275
Arvindh95Censof
kb-mcp Claim
Semantic search MCP server for Acumatica KB Obsidian vault, enabling querying a…
 — ○ ⏳ — N/A N/A — — —
47276
keaizuizui
CodeRef AI Claim
A tool for vibecoding personnel and non-programmers to perform static code audi…
 — ○ ⏳ — N/A N/A — — —
47277
johnkeller101
Connects AI assistants to thousands of Tapatalk-enabled forums, enabling browsi…
 — ○ ⏳ — — — — — —
47278
pipeworx-io
Wraps IPQualityScore's fraud-prevention API to enable AI agents to check IP rep…
 — ○ ⏳ — — — — — —
47279
junqing258
linkedin-mcp Claim
Automates LinkedIn recruiting tasks such as login, search with filters, paginat…
 — ○ ⏳ — N/A N/A — — —
47280
RPieterse
Enables agents to create, read, and modify Google Sheets using a service accoun…
 — ○ ⏳ — — — — — —
47281
exycfs
MCP Toolkit Claim
A collection of production-ready MCP servers for PostgreSQL, SQLite, Redis, Fil…
 — ○ ⏳ — — — — — —
47282
LRGEX
Stateless MCP server exposing the full Notion API as 33 tools, enabling users t…
 — ○ ⏳ — — — — — —
47283
Ivor
An MCP server that solves permission fatigue by letting you pre-approve command…
 — ○ ⏳ — N/A N/A — — —
47284
vishvick
MCP server for DealHub administrators to manage versions (list, get, activate, …
 — ○ ⏳ — — — — — —
47285
pipeworx-io
Provides access to Fairfax County open geospatial data via ArcGIS, enabling sea…
 — ○ ⏳ — — — — — —
47286
x007xyz
Enables image processing operations such as resizing, format conversion, croppi…
 — ○ ⏳ — N/A N/A — 95 —
47287
ksmin23
Provides Vertex AI Search for Commerce product search as a tool, enabling AI ag…
 — ○ ⏳ — — — — — —
47288
oledmansfeld
Enables Claude to manage the UnoPim Product Information Management system throu…
 — ○ ⏳ — — — — 81 —
47289
yang-kun-long
Enables AI assistants to access authenticated academic databases via browser se…
 — ○ ⏳ — N/A N/A — — —
47290
tkddnjs-dlqslek
Enables management of work schedules through KakaoTalk native calendar integrat…
 — ○ ⏳ — — — — — —
47291
omarshahine
HomeClaw Claim
Enables AI assistants to control Apple HomeKit smart home accessories, scenes, …
 — ○ ⏳ — N/A N/A — — —
47292
mvm.lenko
highlight-ai Claim
— ○ ⏳ — N/A N/A — 95 —
47293
inkiebeard
vkb Claim
A local-first semantic memory system that enables document ingestion, semantic …
 — ○ ⏳ — — — — — —
47294
zhangzwd
A lightweight MCP gateway that aggregates multiple MCP services into a unified …
 — ○ ⏳ — N/A N/A — — —
47295
ecerutti
An MCP server that exposes Claude Code's real-time rate limit usage so that an …
 — ○ ⏳ — N/A N/A — — —
47296
davidmosiah
Meta-MCP that auto-detects installed wellness connectors and composes them into…
 — ○ ⏳ — N/A N/A — — —
47297
cmdparkour
Gives any AI tool persistent, searchable memory across sessions using hybrid se…
 — ○ ⏳ — N/A N/A — — —
47298
atezer
Enables AI assistants to read, analyze, and modify Figma designs, manage design…
 — ○ ⏳ — N/A N/A — — —
47299
atomno-mcp
MCP server for technical SEO audits, powered by the detail.web engine. Run a si…
 — ○ ⏳ — — — — — —
47300
memoket
memoket Claim
Memoket — access your recording transcripts, summaries, and key takeaways over …
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