MCP Server Quality Scores

Independent quality analysis of 67197 public MCP servers

67197
Discovered
32318
Scored
2112
Verified
16953
Complete

Last updated 2 hours, 56 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
43551
codeCrack-01
Overleaf MCP Claim
Enables LLM agents to read and update Overleaf LaTeX papers via git, with tools…
N/A N/A
43552
imdeniil
Provides 28 tools to read, search, send, and manage Yandex Mail emails via the …
43553
gsc-em
GSC CPG to Retail Grocery Nodes. 2,235 banners across 28 markets. By GreenCore …
43554
aakashns
Provide comprehensive due diligence support by integrating various data sources…
N/A N/A 95
43555
molpass
mcp-qr Claim
Generates QR code PNG images from text or URLs with customizable options like s…
N/A N/A
43556
rich-jojo
Web Task Claim 1
Browser tasks, sessions, and recipes for MCP and HTTP automation.
N/A N/A 83
43557
trendsmcp
Provides Amazon search volume trends and growth signals to measure real consume…
43558
KalyankumarKonduru
A comprehensive Model Context Protocol (MCP) server for medical document proces…
43559
sodiq-code
SIFTGuard Claim
Enables autonomous digital forensics and incident response by wrapping SIFT Wor…
N/A N/A
43560
hollaugo
Analyze stocks with summaries, SEC filings, analyst targets and recommendations…
N/A N/A 95
43561
FiddelMyStick
An MCP server exposing employee info retrieval and web search tools, designed t…
43562
asgard-ai-platform
Enables searching and retrieving Taiwan judicial judgments, including full-text…
43563
Just-Fix
Quote UK trades jobs from any AI agent. Price breakdown + tappable booking link.
43564
devhuang0714
MCP server for 友盟 U-App mobile analytics, enabling AI agents to query app stati…
43565
VMargan
Provides read-only access to Azure DevOps using your browser session, no PAT re…
N/A N/A
43566
imankgoyal
MCP server for the Hypothesis annotation service, enabling Claude to search, cr…
43567
jyswee
appoiint Claim
Agent communication platform enabling meetings, messaging, helpdesk, CRM, and s…
43568
ouonet
tshark-mcp Claim
An MCP server that exposes TShark as tools for AI-assisted network packet analy…
N/A N/A
43569
Gonzih
Exposes the Balanced Intelligence Convergence Pipeline as MCP tools for multi-L…
43570
dummie21
A lightweight MCP server enabling web search and content fetching via TinyFish …
43571
adam-paterson
A serverless proxy for the Graphiti MCP server, enabling AI agents to maintain …
43572
noobnooc
webhook-mcp Claim
An MCP server that sends webhook notifications to a configured URL, enabling AI…
43573
sena-labs
OzBridge Claim
Bridges Warp's Oz coding agent to any IDE or MCP client (Claude Code, Cursor, C…
43574
asmisha
Search remote jobs, compare salaries, create alerts, and request user-confirmed…
43575
sF1nX
x402station Claim
Pre-flight oracle for x402 — detect decoys, zombies, and price traps before age…
N/A N/A 75
43576
cognis-digital
A local GeoGuessr-for-real-life: reads EXIF GPS and reasons over visual clues u…
N/A N/A
43577
Chust-dev
mt5ctl Claim
An MCP server for operating headless MetaTrader 5 terminals — over SSH, from yo…
43578
gaoharimran29-glitch
Cybersecurity reconnaissance server for Claude. WHOIS lookup, DNS enumeration w…
N/A N/A
43579
unhuman
Enables users to fetch Zoom meeting summaries and write them into matching Obsi…
N/A N/A
43580
mcpassistant
Manages the lifecycle of MCP services with health monitoring, auto-restart capa…
N/A N/A 95
43581
MateoSegura
Enables Claude Code to interact with embedded hardware test benches via MTIB gR…
43582
matematicsolutions
mcp-nsa Claim
MCP server for Polish administrative case-law (NSA + regional administrative co…
N/A N/A
43583
Bettertoo2
Enables natural language-driven ANSYS simulations (Fluent, Mechanical, Geometry…
N/A N/A
43584
matematicsolutions
lu-eli-mcp Claim
Enables querying Luxembourg legislation metadata and full Akoma Ntoso text via …
43585
RouxFurkan
wp-seo-mcp Claim
This MCP server automates WordPress SEO blog creation from content generation t…
43586
seaworthy-io
Disability insurance brokerage: submit a quote request on a user’s behalf, plus…
43587
SPS-Tech-is-now
MCP server for Oracle WebLogic Server administration using WLST, enabling serve…
43588
L-Neil
discord-mcp Claim
A read-only Discord MCP server that allows AI agents to list channels, read mes…
43589
Alemusica
Enables AI agents to read and manipulate visual UI designs drawn on a canvas, t…
N/A N/A
43590
JJerryChoi
apex-memory Claim
Persistent memory for AI coding agents. Enables agents to save and recall decis…
N/A N/A
43591
sydasif
Provides LLMs with real-time web search and content extraction capabilities, in…
43592
loreum-app
Connects MCP-compatible AI assistants to query and modify worldbuilding data (e…
43593
pofky
asc-mcp Claim
An opinionated MCP server for App Store Connect that provides 13 curated tools,…
43594
itzcull
mochi-mcp Claim
MCP server for Mochi Cards API, enabling AI assistants to manage flashcards, de…
43595
dtelecom
dTelecom STT Claim
Real-time speech-to-text for AI assistants. Transcribe audio files with product…
N/A N/A 95
43596
lsantome
Connect TrainingPeaks to Claude and other AI assistants via the Model Context P…
N/A N/A
43597
atri-jar
aurum-mcp Claim
Queries Aurum design system components, tokens, icons, Figma node IDs, and chan…
43598
youjunxiaji
A feedback-oriented MCP server with a Web UI for AI development workflows, enab…
N/A N/A
43599
Abhiroy17
Enables AI assistants to interact with locally running TradingView Desktop for …
N/A N/A
43600
robbintech2019
FinSage MCP Claim
Connects AI agents to the Finnhub API for real-time stock quotes, market news, …
N/A N/A
Showing 43551–43600 of 67197 servers
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