MCP Server Quality Scores

Independent quality analysis of 69052 public MCP servers

69052
Discovered
→
33772
Scored
→
2112
Verified
→
16953
Complete

Last updated 1 hour, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
62301
R0MADEV
Signal MCP Claim
An MCP server that runs developer tooling commands (tests, linters, etc.) and r…
— ○ ⏳ — N/A N/A — — —
62302
ChipBaskets
Provides six tools for LLM infrastructure: model recommendation, availability c…
— ○ ⏳ — — — — — —
62303
DerWolk
mcp-infra Claim
An MCP server that provides tools for filesystem, database, web, system, and sh…
— ○ ⏳ — N/A N/A — — —
62304
jaglanumangdeep
Allows deploying a remote MCP server on Cloudflare Workers without authenticati…
— ○ ⏳ — — — — — —
62305
Brunogar6
This MCP server automatically analyzes project architecture and finds similar c…
— ○ ⏳ — N/A N/A — — —
62306
ideabosque
Exposes RFQ, travel, and hospitality operations as MCP tools backed by a GraphQ…
— ○ ⏳ — — — — — —
62307 — ○ ⏳ — N/A N/A — 95 —
62308
stemado
MCP server for browser automation with anti-detection. Scout pages, find elemen…
— ○ ⏳ — N/A N/A — — —
62309
lucasbrito-wdt
An MCP server for advanced web scraping with automatic JavaScript rendering sup…
— ○ ⏳ — N/A N/A — — —
62310
RevivrStudios
SpatialLens Claim
Parses USD/USDZ/USDA files into structured JSON for AI agents, enabling scene g…
— ○ ⏳ — N/A N/A — — —
62311
magi8101
MCPy Claim
A next-generation Minecraft server engine built with Python and Cython, aiming …
— ○ ⏳ — — — — 81 —
62312
knowledge-raven
Make your knowledge agent-ready. Connect docs from Confluence, Notion, GitHub, …
— ○ ⏳ — — — — 81 —
62313
sharziki
keyper Claim
Encrypts and stores API keys and environment variables locally, providing them …
— ○ ⏳ — N/A N/A — — —
62314
adocal
Return any inbound message duplicated to enhance message processing workflows. …
— ○ ⏳ — N/A N/A — 95 —
62315
null-create
Enables AI agents to fetch, clean, and extract readable content from web pages,…
— ○ ⏳ — — — — — —
62316
agentspodium
Create, watch, pay for and connect hosted AI agent pods on AgentsPodium. Needs …
— ○ ⏳ — — — — — —
62317
cipherfoxie
MCP for the [Sovereign AI Blog](https://sovgrid.org), a hands-on engineering lo…
— ○ ⏳ — — — — — —
62318
im43ii
Analyze AI conversations to estimate token costs, detect waste, and generate op…
— ○ ⏳ — — — — — —
62319
ElvinBayramov
OmniDocs RAG Claim
Enables AI agents to index and search local files, websites, GitHub repos, and …
— ○ ⏳ — N/A N/A — — —
62320
zwitbaum
MCP server for on-premises Azure DevOps that lets AI assistants browse reposito…
— ○ ⏳ — — — — — —
62321
spiritledsoftware
Caplets Claim
A progressive-disclosure gateway for MCP servers that keeps tool lists small by…
— ○ ⏳ — — — — 81 —
62322
uxpilot-ai
UX Pilot Claim
UX Pilot's design agent for your AI tools: on-brand UI, design systems and Reac…
— ○ ⏳ — — — — — —
62323
zhy1369800
Enables remote command execution, scripting, file operations, and persistent tm…
— ○ ⏳ — — — — — —
62324
temurkhan13
bash-vet-mcp Claim
MCP server that vets LLM-emitted shell commands BEFORE execution — detects rm -…
— ○ ⏳ — N/A N/A — — —
62325
ravi8585
Expert MCP server for derma roller (microneedling) guidance. 4 tools: needle si…
— ○ ⏳ — — — — 81 —
62326
corpollc
Enables AI agents to explore and prototype Wyoming DAO LLC formation workflows …
— ○ ⏳ — — — — 81 —
62327
snipework-app
Query live Upwork freelance market intelligence directly from your AI agent. Ge…
— ○ ⏳ — — — — 81 —
62328
kimnerd-dev
Enable seamless integration of Notion data with your LLM applications by exposi…
— ○ ⏳ — N/A N/A — 95 —
62329
JustParent
Enables low-level interaction with Google Slides API, including template reuse,…
— ○ ⏳ — — — — — —
62330
BASHBOP
Òtítọ́ Claim
Deterministic local repository context, impact analysis, and merge-readiness ev…
— ○ ⏳ — N/A N/A — — —
62331
kimhjort
MCP server that provides household waste collection schedules for Horsens Kommu…
— ○ ⏳ — — — — — —
62332
mpierre135
MCP server that connects AI clients to WordPress for content management, site s…
— ○ ⏳ — — — — — —
62333
Test whether 3D assets survive Apple Quick Look and Safari <model>, then fix wh…
— ○ — N/A N/A — 81 —
62334
Zxyy-mo
Enables safe repository inspection and Docker-sandboxed command execution via M…
— ○ ⏳ — — — — — —
62335
kanya-simform
A remote, multi-user MCP server for splitting group expenses, enabling users to…
— ○ ⏳ — — — — — —
62336
koki-socialgist
decixa-mcp Claim
MCP server for Decixa that helps AI agents find and resolve APIs for tasks usin…
— ○ ⏳ — — — — — —
62337
openjkai
secscan-mcp Claim
MCP server for Cursor that scans codebases for security issues including hardco…
— ○ ⏳ — N/A N/A — — —
62338
markswendsen-code
MCP server for Marriott Hotels that enables AI agents to search hotels, manage …
— ○ ⏳ — N/A N/A — — —
62339
spajjuri.pro
vsfclubnew Claim
— ○ ⏳ — N/A N/A — 95 —
62340
josebarnetche
Mercado ganadero argentino, gratis y sin cupo: INMAG, precios, dispersión, rema…
— ○ ⏳ — — — — — —
62341
smankoo
owlpost Claim
A high-fidelity IMAP/SMTP MCP server that enables reading, searching, and sendi…
— ○ ⏳ — N/A N/A — — —
62342
ahmedselimmansor-ctrl
Enables AI assistants to manage Alibaba Cloud resources via natural language, w…
— ○ ⏳ — — — — — —
62343
mohamedhafez87
Provides tools to view operational state and change configuration of Nokia SR O…
— ○ ⏳ — — — — — —
62344
WhitGai
Turns official pickleball scoring rules into callable tools for LLMs to track l…
— ○ ⏳ — — — — — —
62345
shilong20
MCP server for Codex CLI — tmux persistence, git worktree isolation, async disp…
— ○ ⏳ — N/A N/A — — —
62346
SimoneB79
Enables AI assistants to have a living memory with atomic knowledge storage, mu…
— ○ ⏳ — — — — — —
62347
SiliconValleyInsight
Enable seamless Amazon product searches with detailed information, including de…
— ○ ⏳ — N/A N/A — 95 —
62348
CSOAI-ORG
focus-timer-ai-mcp MCP server by MEOK AI Labs
— ○ ⏳ — N/A N/A — — —
62349
mesolimbo
MCP server providing access to Google's Gemini 3.5 Flash API, enabling querying…
— ○ ⏳ — N/A N/A — — —
62350
trendsmcp
Provides Wikipedia page view trend data including spike detection, historical t…
— ○ ⏳ — — — — — —
Showing 62301–62350 of 69052 servers