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
28051
testdino-inc
testdino-mcp Claim 1
A MCP server for TestDino
N/A N/A 83
28052
Mnehmos
A backend server that executes advanced logic primitives and cognitive operatio…
81
28053
apology-is-policy
Hyades Claim
Render LaTeX math as pure Unicode text art for terminals, code comments, and em…
28054
Read blueprints, business cases, implementation plans, and specs from your codi…
N/A N/A
28055
yourbright-jp
OAuth-protected JPYC wallet, transfer, and contract workflows on Polygon.
28056
scka-de
Sanctions screening and PEP checks via OpenSanctions API for AI agents
N/A N/A
28057
Polaralias
Enables interaction with ClickUp's project management platform through comprehe…
81
28058
seekr-sh
Enables web search through Google and Wikipedia plus content extraction from an…
81
28059
mcp-listen Claim
Give your AI agents the ability to listen. Microphone capture and speech-to-tex…
N/A N/A
28060
MCP server for PayTo agreements and payment initiation in Australia.
N/A N/A
28061
MemoryNexus
Memory Nexus Claim
Persistent memory and handoff intelligence layer for MCP agents. Most memory se…
28062
Search ~8.5M products from 2,500+ Central European e-shops. Semantic, keyword, …
28063
vibefix-tech
vibefix Claim
Bug bounty platform for vibe coders. Post bugs, find fixes, run diagnostics.
N/A N/A 83
28064
shubhamekapure
Deep social media search for LLMs: Facebook, Reddit, LinkedIn, Instagram & more.
N/A N/A
28065
Real-time booking, 7-currency pricing, and FAQ for Reykjavik's Viking portrait …
28066
tylrdnns
plantos Claim
Agricultural intelligence MCP server providing soil analysis, weather data, cro…
N/A N/A 95
28067
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
28068
bitsbound
mcp-server Claim
N/A N/A 95
28069
zero-8848
Provide AI assistants with comprehensive PostgreSQL database management capabil…
N/A N/A 95
28070
PierrunoYT
Enables AI image generation using the minimax/image-01 model via Replicate API.…
81
28071
Lightning-paid AI reasoning and decisions for agents. L402 Bitcoin payments, no…
28072
MCP proxy server for NextRole CV tailoring services
N/A N/A
28073
Append Log MCP Claim 1
A generic append-only log MCP server. Persist timestamped JSON entries and quer…
N/A N/A 81
28074
neupaneprashant
Integrates Yahoo Finance data with Claude to provide real-time and historical f…
81
28075
tharunkalluru
Follows the Model Context Protocol to enable code agents to use Netlify API and…
N/A N/A 95
28076
wmarceau
canva-mcp Claim 1
MCP server for Canva - create designs, manage assets, use templates, export gra…
N/A N/A 83
28077
MCP server for R package development using usethis, devtools, renv, and testthat
N/A N/A 81
28078
wefi-ai
eKYC Suite Claim
KYC / eKYC MCP server for face compare, liveness, OCR, and image labeling.
N/A N/A
28079
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
28080
savidev1987
An MCP server implementation that integrates Claude/VS Code with Salesforce, en…
81
28081
hyunseok-ctrl
An MCP server that enables natural language interaction with the Notion API, al…
N/A N/A 95
28082
MarshallEriksen-Neura
A lightweight gateway server that provides a unified connection entry point for…
81
28083
eka-care
Eka EMR Claim
Healthcare MCP server for Eka.care EMR. Connect your AI agent to manage patient…
28084
banjtheman
Browse available books and quickly access summaries, details, and tables of con…
N/A N/A 95
28085
elliot-evno
A basic MCP server with example tools including message echo functionality and …
N/A N/A 95
28086
Preethi0716
weather Claim 1
An MCP server for weather information.
N/A N/A 95
28087
novyxlabs
Novyx MCP Claim
Persistent memory for AI agents with rollback, audit trails, and semantic searc…
N/A N/A 95
28088
joaopedro17
qa-mcp Claim
An MCP server that enables Claude to create and manage TestRail test cases dire…
28089
operaton
Operaton MCP Claim
Exposes over 300 Operaton BPM REST operations as tools for AI agents to interac…
28090
chirag127
Crawl websites recursively to build a hierarchical map of pages. Convert HTML i…
N/A N/A 95
28091
zrszrszrs
zz Claim
N/A N/A 95
28092
Enrich IPs, emails, domains, companies. Scrape SEC, news, jobs, Crunchbase. Bit…
28093
SocialAPI-AI
socialapi Claim 1
MCP server for SocialAPI — manage social media comments, DMs, reviews, and ment…
N/A N/A 83
28094
danieleugenewilliams
Provides persistent local memory functionality for AI assistants, enabling them…
N/A N/A 95
28095
JHSeo-git
Provide a simple and easy-to-run MCP server implementation that supports stdio …
N/A N/A 95
28096
diagrammo
dgmo-mcp Claim
Render 29 diagram and chart types to SVG/PNG with browser preview and HTML repo…
N/A N/A 95
28097
TwelveTake-Studios
Enables AI assistants to read, write, organize, search, and compile Scrivener w…
N/A N/A 95
28098
octofs Claim 1
Standalone MCP filesystem tools server — view, edit, shell, ast-grep, workdir.
N/A N/A 81
28099
TheRealDataBoss
Zero model drift between AI agents. Session continuity for Claude, GPT, Gemini,…
N/A N/A 95
28100
bzsanti
MCP server for PDF generation, parsing, splitting, merging, and manipulation vi…
N/A N/A
Showing 28051–28100 of 30006 servers
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