MCP Server Quality Scores

Independent quality analysis of 67226 public MCP servers

67226
Discovered
32326
Scored
2112
Verified
16953
Complete

Last updated 1 hour, 48 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
54451
laszlopere
Chemistry toolbox computed from authoritative data: molecular weight / molar ma…
81
54452
adam-hanna
Provides semantic code search over codebases using local embeddings with natura…
N/A N/A
54453
Eynor-K
Local MCP server for urban analytics that wraps BlocksNet agent, enabling natur…
N/A N/A
54454
nidamen
super-mcp Claim
A gateway that aggregates multiple MCP servers into a single endpoint, namespac…
54455
ethos-zero
A local shared-memory MCP server for Claude, Codex, Hermes, and other MCP-aware…
N/A N/A
54456
Dithilli
Tracks mistakes and solutions from past Claude sessions to avoid repeating fail…
N/A N/A
54457
timon-strauss
Enables Claude to read, create, and edit a single pre-bound PowerPoint file via…
N/A N/A
54458
sinisterace
Enables Salesforce Agentforce agents to find compatible replacement batteries, …
54459
pipeworx-io
Enables querying and searching King County Open Data datasets via Socrata SoQL,…
54460
PowePow
Live service status, active incidents, search, and outage history from Downtest…
54461
omaree14
Enables running MCP tools remotely on Cloudflare Workers with OAuth login. Supp…
N/A N/A
54462
coffeenmusic
altium-mcp Claim
Use Claude to control or ask questions about your Altium project.
N/A N/A
54463
mezotv
Enables AI agents to upload temporary public review artifacts (screenshots, scr…
54464
martinimarcello00
Enables exploration of Kubernetes metrics, logs, traces, and service graph data…
N/A N/A
54465
CSOAI-ORG
personal-finance-ai-mcp MCP server by MEOK AI Labs
N/A N/A
54466
andyleimc-source
mdymcp Claim
Unified MCP server for Mingdao platform, providing 98 tools for collaboration A…
N/A N/A
54467 N/A N/A 95
54468
stefan-xyz
An MCP server with tools for interacting with RuneScape (RS) and Old School Run…
N/A N/A 95
54469
standardbeagle
image-mcp Claim
Provides 80+ image processing tools including AI generation, background removal…
54470
xiaoxiaoxiaotao
Enables agents to search papers across Semantic Scholar and arXiv, read and ext…
54471
Lumeo-sd
Enables managing OpenSprinkler irrigation controllers via Claude Desktop, inclu…
54472
lehre-labs
Auto-discovers llms.txt documentation from project dependencies and exposes it …
N/A N/A
54473
christian-beep383
CarryFeed Claim
Resolve public X/Twitter profiles, posts, and media through CarryFeed.
N/A N/A
54474
dmoka
catalog Claim
Search 41,000+ agent skills, MCP servers, plugins & loops — real install counts…
54475
Rukhsar24081998
Integrates with Google Docs and Gmail for AI-driven document editing and email …
N/A N/A
54476
A0Nexus-bit
Crypto (BTC/ETH) + ERCOT electricity data & forecasts as MCP tools. Pay-per-cal…
N/A N/A
54477
yasuhidekoizumi-afk
rms-mcp Claim
Enables retrieval of Rakuten RMS sales data, including daily summaries, product…
54478
shuyueW1991
MCP server for rurussian.com that enables multi-agent learning workflows with t…
N/A N/A
54479
laxmena
An MCP server for WriteFreely that enables AI agents to publish and manage cont…
54480
jonesbanana
Connects Claude.ai to your Motion workspace, enabling task and project manageme…
54481
tuberrabbit
A lightweight notification service that sends webhooks when AI agents complete …
54482
mako10k
Production-ready MCP server enabling LLM text generation, template management, …
N/A N/A
54483
vinur1992
testing_repo Claim 1
An MCP server that created for demo
N/A N/A 95
54484
tratto-email
Lets AI tools send transactional emails, check status, and manage contacts thro…
54485
Roelovanheeren
Enables ElevenLabs AI agents to manage dental clinic appointments through Googl…
54486
emanuelmoraes
Enables AI clients to manage and manipulate text files in a secured local direc…
N/A N/A
54487
subhangadirli
An MCP server that integrates Kagi Translate as tools for translation, URL tran…
54488
j0hanz
Read-only MCP server for secure filesystem exploration, searching, and analysis…
N/A N/A 95
54489
solomonneas
maltego-mcp Claim
Enables LLMs to author Maltego .mtgx graph files and perform OSINT lookups, wit…
N/A N/A
54490
dannydarko
Haunt API Claim
Structured web extraction for AI agents. Pass any URL and a prompt, get clean J…
81
54491
akatjd
blog-mcp Claim
자동으로 네이버 블로그 글을 생성하고 발행하는 MCP 서버로, 사진과 간단한 정보를 입력하면 SEO 최적화된 초안을 작성하고 스타일 학습을 통…
N/A N/A
54492
rijul170
Enables AI-powered security operations through natural language, managing endpo…
54493
solacese
Read-only MCP server for Solace PubSub+ brokers and Event Portal. Enables Claud…
54494
Leviai-ai
WebWatch MCP Claim
An MCP server for monitoring website changes. Enables tracking URLs, detecting …
N/A N/A
54495
TailorMadeWeddings
Integrates Claude Desktop with GoHighLevel CRM, providing 269+ tools for contac…
54496
FlashZ
adb-mcp Claim
A comprehensive MCP server for Android Debug Bridge, enabling AI agents to cont…
N/A N/A
54497
browserkit-dev
browserkit Claim
An open-source framework for building site-specific MCP servers that run over r…
N/A N/A
54498
cstillick
Enables querying state-level campaign finance data, including donors, expenditu…
N/A N/A
54499
k4nuck
Gergy AI MCP Claim
An intelligent assistant built on Model Context Protocol architecture that prov…
81
54500
nickzren
Enables AI assistants to query gene annotations, expression, pathways, variants…
Showing 54451–54500 of 67226 servers