MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 3 weeks, 1 day ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
27251
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
27252
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
27253
bitsbound
mcp-server Claim
N/A N/A 95
27254
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
N/A N/A 95
27255
PierrunoYT
Enables AI image generation using the minimax/image-01 model via Replicate API.…
81
27256
Lightning-paid AI reasoning and decisions for agents. L402 Bitcoin payments, no…
27257
MCP proxy server for NextRole CV tailoring services
N/A N/A
27258
Append Log MCP Claim 1
A generic append-only log MCP server. Persist timestamped JSON entries and quer…
N/A N/A 81
27259
neupaneprashant
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
81
27260
tharunkalluru
Follows the Model Context Protocol to enable code agents to use Netlify API and…
N/A N/A 95
27261
wmarceau
canva-mcp Claim 1
MCP server for Canva - create designs, manage assets, use templates, export gra…
N/A N/A 83
27262
MCP server for R package development using usethis, devtools, renv, and testthat
N/A N/A 81
27263
wefi-ai
eKYC Suite Claim
KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling.
N/A N/A
27264
seraphinerenard
mcp-pdf-tools Claim 1
An MCP server that enables users to read, search, and analyze PDF documents. It…
N/A N/A 95
27265
savidev1987
An MCP server implementation that integrates Claude/VS Code with Salesforce, en…
81
27266
hyunseok-ctrl
An MCP server that enables natural language interaction with the Notion API, al…
N/A N/A 95
27267
MarshallEriksen-Neura
A lightweight gateway server that provides a unified connection entry point for…
81
27268
eka-care
Eka EMR Claim
Healthcare MCP server for Eka.care EMR. Connect your AI agent to manage patient…
27269
banjtheman
Browse available books and quickly access summaries, details, and tables of con…
N/A N/A 95
27270
elliot-evno
A basic MCP server with example tools including message echo functionality and …
N/A N/A 95
27271
Preethi0716
weather Claim 1
An MCP server for weather information.
N/A N/A 95
27272
novyxlabs
Novyx MCP Claim
Persistent memory for AI agents with rollback, audit trails, and semantic searc…
N/A N/A 95
27273
joaopedro17
qa-mcp Claim
An MCP server that enables Claude to create and manage TestRail test cases dire…
27274
operaton
Operaton MCP Claim
Exposes over 300 Operaton BPM REST operations as tools for AI agents to interac…
27275
chirag127
Crawl websites recursively to build a hierarchical map of pages. Convert HTML i…
N/A N/A 95
27276
zrszrszrs
zz Claim
N/A N/A 95
27277
Enrich IPs, emails, domains, companies. Scrape SEC, news, jobs, Crunchbase. Bit…
27278
SocialAPI-AI
socialapi Claim 1
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
N/A N/A 83
27279
danieleugenewilliams
Provides persistent local memory functionality for AI assistants, enabling them…
N/A N/A 95
27280
JHSeo-git
Provide a simple and easy-to-run MCP server implementation that supports stdio …
N/A N/A 95
27281
diagrammo
dgmo-mcp Claim
Render 29 diagram and chart types to SVG/PNG with browser preview and HTML repo…
N/A N/A 95
27282
TwelveTake-Studios
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
N/A N/A 95
27283
octofs Claim 1
Standalone MCP filesystem tools server — view, edit, shell, ast-grep, workdir.
N/A N/A 81
27284
TheRealDataBoss
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
N/A N/A 95
27285
bzsanti
MCP server for PDF generation, parsing, splitting, merging, and manipulation vi…
N/A N/A
27286
SergioRico1
thrd Claim
Thrd MCP: agent email tools for events/threads, safe send/reply, usage, trust a…
N/A N/A 83
27287
composer Claim
Give your AI coding agent an architecture canvas to design and evolve diagrams.
N/A N/A
27288
UK Data API Claim
24 UK data endpoints — property, weather, companies, vehicles, finance. Paid vi…
27289 N/A N/A 95
27290
prembobby39-gif
uimax-mcp Claim
Frontend expert for Claude Code. Screenshots, Lighthouse, axe-core, code analys…
N/A N/A
27291
Query live prop firm discount codes, compare firms, and find cheapest funded tr…
N/A N/A
27292
vmanoilov
think Claim
N/A N/A 95
27293
supersonicwisd1
A Multi-Agent Collaboration Protocol server that automates newsletter creation …
81
27294
Token safety (27 scam patterns, 6 EVM chains) + AI agent economy with $AIGEN re…
27295
kikakika
testweather Claim
N/A N/A 95
27296
ThuRealPapi27
A serverless AI-powered system built with Cloudflare Workers that handles multi…
N/A N/A 95
27297
benswel
qr-for-agent Claim
Dynamic QR code MCP server for AI agents. Create, retarget, and track QR codes
N/A N/A 95
27298
kyw1419
cotest Claim
N/A N/A 95
27299
FNZ1961
GrACE-MCP Claim
A knowledge graph MCP server that integrates Graphiti and the ACE framework for…
81
27300
vertaaux-mcp Claim
MCP server for VertaaUX.ai — run UX & accessibility audits from your LLM or IDE
N/A N/A
Showing 27251–27300 of 30006 servers
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