MCP Server Quality Scores

Independent quality analysis of 69182 public MCP servers

69182
Discovered
→
33868
Scored
→
2112
Verified
→
16953
Complete

Last updated 2 hours, 2 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
52351
hlavacm
solocrawl Claim
Enables web search, scraping, and live package version lookup for local LLMs, w…
— ○ ⏳ — N/A N/A — — —
52352
aaronckj
mcp-nettools Claim
MCP server for network diagnostics providing tools like ping, DNS lookup, port …
— ○ ⏳ — — — — — —
52353
junter1989k-ai
Spain payments for AI agents — cards / Apple Pay via Stripe. Never holds funds.
— ○ ⏳ — — — — — —
52354
Proxuma
Enables AI assistants to query Power BI datasets via MCP, automatically anonymi…
— ○ ⏳ — N/A N/A — — —
52355
tooluse-labs
MCP server for [Perfetto](https://perfetto.dev) trace analysis. Runs PerfettoSQ…
— ○ ⏳ — N/A N/A — — —
52356
biswajitpanday
Provides real-time date and time information to AI assistants via the Model Con…
— ○ ⏳ — — — — — —
52357
tomnz
pixelblaze Claim
Enables Claude to create, update, and manage LED patterns on a PixelBlaze contr…
— ○ ⏳ — N/A N/A — — —
52358
benswork-space
priceof Claim
Verified pricing data for 50+ SaaS products. Query, compare, and calculate team…
— ○ ⏳ — N/A N/A — 95 —
52359
luciVuc
Enables web search via DuckDuckGo and web content fetching through the Model Co…
— ○ ⏳ — N/A N/A — — —
52360
ChampCityChris
ChatGPT-compatible MCP server and Electron launcher for controlled local projec…
— ○ ⏳ — N/A N/A — — —
52361
WPDiggerStudio
Intelligent framework-aware context layer for AI-powered WordPress plugin devel…
— ○ ⏳ — N/A N/A — 95 —
52362
Arshiyan-Elahi
Enables Claude to search jobs, manage proposals, messages, and contracts on Upw…
— ○ ⏳ — N/A N/A — — —
52363
chukaibejih
A comprehensive task management MCP server built with FastMCP, featuring full C…
— ○ ⏳ — N/A N/A — — —
52364
aurynsinclair
MCP server for generating images using Gemini, supporting multiple aspect ratio…
— ○ ⏳ — — — — — —
52365
7-e1even
search-mcp Claim
Aggregates security research articles from WeChat, QAX Butian, and Xianzhi comm…
— ○ ⏳ — N/A N/A — — —
52366
dataforaction-tom
Extends Airtable MCP server with full CRUD, bulk import/upsert, data analysis, …
— ○ ⏳ — — — — — —
52367
stzhiyang
Enables image recognition using vision models via OpenAI-compatible APIs, suppo…
— ○ ⏳ — — — — — —
52368
anomalyarmor-uib0
AnomalyArmor Claim
Data observability for AI agents. Query alerts, monitor freshness, investigate …
— ○ ⏳ — — — — 81 —
52369
lang-ai
A Model Context Protocol server that analyzes customer cancellation survey data…
— ○ ⏳ — — — — 81 —
52370
nhattan-dev
A cloud backend for a voice assistant that processes natural language commands,…
— ○ ⏳ — — — — — —
52371
Iteksmart
Connect AI agents to iTechSmart UAIO, ProofLink verification, and autonomous IT…
— ○ ⏳ — — — — — —
52372
Deepak31mu
An HTTP-based MCP server that provides filesystem tools and code analysis, enab…
— ○ ⏳ — N/A N/A — — —
52373
GRID-is
Enables Claude to query and manipulate GRID spreadsheets via the GRID API using…
— ○ ⏳ — — — — — —
52374
atfinke
Mail MCP Claim
Local MCP server for macOS Mail reads plus visible unsent compose, reply, and f…
— ○ ⏳ — N/A N/A — — —
52375
mrgeorgegray
Provides access to the Intervals.icu API for interacting with training data, ac…
— ○ ⏳ — — — — — —
52376
mambalabsdev
Find the companies that won US or UK public contracts, grants or SBIR awards in…
— ○ ⏳ — N/A N/A — — —
52377
ServiceWare20
Model Context Protocol (MCP) server for the MetaWealth Asset Launch Dashboard. …
— ○ ⏳ — — — — — —
52378
EnesCinr
Enables querying Turkish market prices, searching products, and comparing price…
— ○ ⏳ — — — — — —
52379
LuciferForge
Security auditor for MCP servers that enumerates tools, resources, and prompts,…
— ○ ⏳ — — — — — —
52380
waifuai
Enables direct SOL payments for content access by integrating MCP with the Sola…
— ○ ⏳ — — — — 81 —
52381
mattcoatsworth
A comprehensive MCP server for managing Zendesk Support, Talk, Chat, and Guide …
— ○ ⏳ — — — — — —
52382
rikard2
lemonado-mcp Claim
— ○ ⏳ — N/A N/A — 95 —
52383
CollHub Claim 1
Documents, projects, comments, workflows and data sources of your CollHub insta…
— ○ — N/A N/A — 81 —
52384
opastorello
Enables AI agents to interact with the Olist ERP (Tiny) API v3, providing 168 t…
— ○ ⏳ — — — — — —
52385
tedahn
Enables persistent memory storage and retrieval for AI conversations using Mem0…
— ○ ⏳ — — — — 81 —
52386
salted-butter-joshua
Exposes Dify knowledge base retrieval capabilities via MCP for use in Cursor an…
— ○ ⏳ — N/A N/A — — —
52387
cunicopia-dev
ebay-mcp Claim
Search eBay and get real price data, straight from an AI agent.
— ○ ⏳ — — — — — —
52388
Nealmalhotra
calhacks-2 Claim
— ○ ⏳ — N/A N/A — 95 —
52389
gyannetics
A beginner-friendly MCP server offering time, math, internet quotes, dad jokes,…
— ○ ⏳ — — — — — —
52390
cappt-team
Enables generating outlines and presentations using Cappt.
— ○ ⏳ — — — — — —
52391
bbauersjt
Provides a direct bridge between Claude and an authenticated Chrome session, en…
— ○ ⏳ — N/A N/A — — —
52392
spxrtiat111
tribe-mcp Claim
MCP server that exposes TRIBE brand data from a Turso database, enabling brand-…
— ○ ⏳ — — — — — —
52393
redhat-community-ai-tools
Enables users to interact with Prow CI/CD systems, retrieving build logs and di…
— ○ ⏳ — — — — — —
52394
TerminallyLazy
A clean-room SHARP-on-MCP compliant FHIR R4 MCP server that enables AI agents t…
— ○ ⏳ — — — — — —
52395
dkvdm
An MCP server that enables secure credential retrieval from 1Password to be use…
— ○ ⏳ — N/A N/A — 95 —
52396
captia-technology
Industrial glossary, protocol reference, technical search and OEE calculation. …
— ○ ⏳ — — — — — —
52397
nsackett-cf
Enables remote MCP connections with Cloudflare Access OAuth authentication, pro…
— ○ ⏳ — — — — — —
52398
Reculi
recite-word Claim
recite
— ○ ⏳ — N/A N/A — 95 —
52399
Amin-Azmoodehh
sentineltm Claim
— ○ ⏳ — N/A N/A — 95 —
52400
Flightmussy
Europe's 478 best beaches: sea temperature, sand, best months, swimming, surf. …
— ○ ⏳ — — — — — —
Showing 52351–52400 of 69182 servers