MCP Server Quality Scores

Independent quality analysis of 66549 public MCP servers

66549
Discovered
31859
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 38 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
34501
axel-belfort
QR code generation API for AI agents. Generate QR codes from any text or URL: b…
81
34502
Gonzih
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
34503
enkiEng
Enables AI models to write, format, compile, lint, and structure modern Fortran…
N/A N/A
34504
jyswee
appoiint Claim
Agent communication platform enabling meetings, messaging, helpdesk, CRM, and s…
34505
Surya07102000
Enables note management (create, read, update, delete, list) through MCP, with …
34506
ObadiahF
MCP server that provides access to Grand Canyon University's Halo LMS, enabling…
34507
CSOAI-ORG
MCP server wrapping RSPCA Assured farmed trout (2025.07) and salmon (2024.05) w…
N/A N/A
34508
soapboxbuild
Provides CRREM v2.05 carbon pathway data for real estate decarbonization analys…
34509
Oumeima-IbnElfekih
Enables AI agents to search HR policies, create IT support tickets, and send ex…
34510
dtrywets
Provides DSL diagnosis and CLI access to DrayTek Vigor 167 modems via interacti…
N/A N/A
34511
agenciabakucl-coder
UsageWall Claim
Live LLM pricing as an MCP server. Ask Claude or any MCP client 'how much does …
34512
madaoQ
A Type 3 DAuth MCP server for Perplexity AI API that provides web search, chat,…
34513
cognis-digital
Adversa Claim
LLM red-team harness that scans for OWASP LLM Top 10 and MITRE ATLAS vulnerabil…
N/A N/A
34514
DanMeon
hatchet-mcp Claim
An MCP server for Hatchet, the durable orchestration engine, enabling LLMs to i…
N/A N/A
34515
titaniumtushar
Enables structured HTTP request creation and local file ingestion for LLM integ…
N/A N/A
34516
chrischall
gemini-mcp Claim
Generate and edit images with Google Gemini (Nano Banana / Nano Banana Pro) ima…
N/A N/A
34517
jsoares
baselight Claim
N/A N/A 95
34518
j03rul4nd
Generates professional invoices from Claude Desktop using RapidInvoice and stor…
34519
greerso
upwork-mcp Claim
MCP server for the Upwork GraphQL API enabling job search, contract management,…
34520
AutomatAI
A remote MCP server that lets AI agents build, run, and manage Automat RPA work…
34521
cyanheads
Convert currencies, get FX rates, and query historical ECB exchange rate data.
34522
vinkius-labs
Enables AI agents to accurately parse, format, and convert time durations and m…
34523
3mzKK
A tuned filesystem MCP server for Codex-style development, offering fast file o…
N/A N/A
34524
sina-haseli
openwrt-mcp Claim
Provides full administrative control of OpenWRT routers via SSH, with a preview…
N/A N/A
34525
widgetstools
A local MCP server that scaffolds new React or Angular apps preloaded with the …
N/A N/A
34526
Intuition-Lab
Persome Claim
Local-first personal memory and model server for trusted MCP agents on macOS.
N/A N/A
34527
Yveshby27
Read-only BACnet/IP MCP gateway with Brick + Haystack semantic tagging at ingest
N/A N/A
34528
w-10-m
notion-mcp Claim
MCP server with 23 tools for full Notion integration, enabling database, page, …
N/A N/A
34529
CSOAI-ORG
AI-powered translator pro ai MCP server for agents. Supports translate text, de…
N/A N/A 95
34530
nazar256
Unofficial MCP server that enables interaction with NotebookLM through a Cloudf…
N/A N/A
34531
privateyou.app
n4u Claim
N/A N/A 95
34532
cobusvdwest
Free digital marketing quote and strategy requests from Juicy Designs SA. No pr…
34533
Vortex-9191
Automatically saves valuable insights, learnings, and business knowledge from C…
34534
tiemenrtuinstra
Provides AI assistants with access to political documents and meetings from the…
N/A N/A
34535
rephlex187
AbletonMCP Claim
Connects Ableton Live to Claude AI, enabling prompt-assisted music production, …
N/A N/A
34536
henols
Enables AI-powered control and debugging of Commodore 64 programs via the VICE …
N/A N/A
34537 N/A N/A 95
34538
chaseSpace
根据关键词获取小红书的热帖数据,需要钉钉扫码登录,配合 Chrome 使用。
N/A N/A
34539
Quantiser
Enables AI assistants to query VersionOne for stories, features (epics), and th…
N/A N/A
34540
bulkpublish
Social media automation for AI agents. Schedule posts, upload media, manage cha…
N/A N/A 95
34541
gnlds
Provides unified access to vulnerability data from NVD, MITRE, and GitHub Secur…
34542
jbarket
loom Claim
Provides persistent identity and memory for AI agents across MCP-compatible har…
N/A N/A
34543
MCP-Mirror
Integrates Shaka Packager with Claude to enable video analysis, transcoding, an…
N/A N/A 95
34544
lazymac2x
Cloudflare Workers MCP server: ai-model-router
34545
Bit-Aura
An air-gapped, edge-native, deterministic translation layer that ingests raw De…
N/A N/A
34546
gredevelopment
arca-mcp Claim
Enables LLMs to interact with Arca workspaces, tasks, lists, folders, comments,…
N/A N/A
34547
luxiaolei
Provides fast, self-hosted web search and reliable web scraping using SearXNG a…
N/A N/A
34548
wawimundo
Enables an AI assistant to send and read Viber messages by automating the Viber…
N/A N/A 95
34549
mechatronic-solutions-llc
WeatherForensics is a Data as a Service (DaaS) that provides comprehensive hist…
N/A N/A 95
34550
suberbawer
Exposes a suite of 31 AI agents and the Ralph Engine orchestration framework to…
N/A N/A 95
Showing 34501–34550 of 66549 servers
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