MCP Server Quality Scores

Independent quality analysis of 67286 public MCP servers

67286
Discovered
32341
Scored
2112
Verified
16953
Complete

Last updated 3 hours, 52 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
60051
qdonnars
OhMyWind Claim
Sailing passage planner for any coast, with high-precision tides on the French …
60052
anduritko
carapidev Claim
Remote MCP server giving AI agents instant access to comprehensive vehicle data…
N/A N/A 95
60053
hypernaturalai
Hypernatural Claim
Create and edit AI videos from chat: plan shots, generate scenes, and export st…
60054
Mum3n8r
Generates AI-written personalized cold email opening lines from a prospect's we…
60055
chocoboy-dev
Mi-Mi-Mi MCP Claim
Adds emotional reactions (emojis, text, sounds) to code generation in opencode,…
N/A N/A
60056
dimple2626
Enables Claude to query Microsoft Clarity analytics remotely via HTTP, with bea…
60057
lvyimu
Enables AI-assisted penetration testing by connecting MCP clients to execute te…
N/A N/A
60058
xlfish233
Memvid MCP Claim
MCP server providing cognitive memory storage with dual memory system (project …
N/A N/A
60059
kavingas
newrelic-mcp Claim
Executes NRQL queries against New Relic via the NerdGraph API, enabling monitor…
N/A N/A
60060
closermethod
MCP server for AI agents selling into Latin America. 7 tools: country briefs (M…
60061
cloudflare
Digital Experience Monitoring. Get insight on critical application performance …
81
60062
Cast-Hub
CastHub Claim
Control CastHub digital signage. Manage TVs, presentations, schedules, and emer…
N/A N/A
60063
songyi-noh
Enables management of Azure Key Vault secrets and certificates, including creat…
81
60064
rookietopred02-gif
An MCP server for controlling Adobe Photoshop from AI assistants, with Windows-…
N/A N/A
60065
d3lanight
Your portable context layer — load it into any AI.
60066
cyanheads
WHO Global Health Observatory — 3,059 indicators across 194 member states.
60067
wyre-technology
A focused MCP server for Salesforce CRM that exposes read/write access to stand…
60068
nokhiz
DepFeed Claim
Change intelligence for coding agents: sourced breaking changes for npm, PyPI, …
60069
9KMan
MCP Server Claim
Enables natural-language querying of structured data via Model Context Protocol…
60070
adriangonzalezIABD
DocFiller Claim
Enables generating PDFs from DOCX/ODT templates using MCP with support for Open…
N/A N/A
60071
kira4094
Enables video generation from text prompts or images using Agnes AI's video mod…
60072
ykuwai
ppt-mcp Claim
An MCP server that provides real-time control of Microsoft PowerPoint via COM a…
N/A N/A
60073
BACH-AI-Tools
Provides tools to access Twitter data including tweets, user profiles, communit…
60074
sinmb79
GongMun Doctor MCP Claim
Enables secure local proofreading of Korean official documents (.hwpx/.hwp) usi…
N/A N/A 95
60075
junter1989k-ai
Korea POPBiLL e-tax-invoice: AI agents issue, query & transmit e-invoices, stat…
60076
awictor
SharedBrain Claim
Local-first, multi-user shared memory for AI agents with semantic search, offli…
60077
jungchihoon
A Model Context Protocol server that provides 29 Git operations and advanced wo…
N/A N/A 95
60078
mambalabsdev
Find the companies that won US or UK public contracts, grants or SBIR awards in…
N/A N/A
60079
mcpassistant
Enables automated testing and coverage reporting for MCP services with test exe…
N/A N/A 95
60080
econ-watch
Enables AI assistants to interact with the Vercel REST API to manage projects, …
81
60081
Irene-123
Enables AI assistants to diagnose, troubleshoot, and manage PC settings on Wind…
N/A N/A
60082
sacahan
CasualMarket Claim
A Taiwan stock trading MCP server providing over 23 tools for real-time stock p…
60083
Chronary
Chronary Claim
Calendar API for AI agents: events, availability, Google/Microsoft setup, sched…
60084
Coaspe
SAP ABAP MCP Claim
Develop, test, analyze, and operate SAP ABAP systems through ADT from AI coding…
N/A N/A
60085
elyngved
MCP server that provides search and retrieval of AI system failure modes from t…
60086
hillerliao
Enables querying index valuations (PE, PB, etc.) for 63 Chinese stock indices, …
N/A N/A
60087
Dave-Nguyen-PM
MCP server enabling Cursor to interact with Google Workspace services including…
60088
nvdigitalsolutions
Enables chatting with PostgreSQL databases through natural language, with GitHu…
60089 N/A N/A 95
60090
LogicStamp
MCP server that provides AI assistants with structured access to codebases via …
N/A N/A
60091
CSOAI-ORG
UK Care Quality Commission (CQC) Single Assessment Framework compliance for car…
N/A N/A
60092
attamari
Fetches web content and returns relevant chunks using RAG with semantic chunkin…
N/A N/A
60093
kioie
memex Claim
Local MCP memory for coding agents. SQLite on your machine — preferences persis…
N/A N/A
60094
bughide010
hide Claim
test
N/A N/A 95
60095
CormickKneey
Provides tools to fetch web content in HTML, JSON, text, or Markdown formats vi…
N/A N/A
60096
pipeworx-io
mcp-odds-api Claim
Enables fetching sportsbook odds, live scores, and event information across 70+…
81
60097
Sbharadwaj05
AI-powered MCP server that enables security analysts to query Wazuh SIEM/XDR fo…
60098
clauderecallhq
recall Claim
Persistent memory for Claude Code. Search, recall, and re-inject context from a…
N/A N/A 95
60099
cathrynlavery
A comprehensive Model Context Protocol server that enables Claude Desktop users…
81
60100
yassinech-99
A Model Context Protocol (MCP) server that enables LLMs to interact with the Vi…
N/A N/A
Showing 60051–60100 of 67286 servers