MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29503
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 19 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
○ Unscored
45101
gnanam1990
kitepass-mcp Claim
Enables LLMs to query Kite Passport user info, sessions, wallet balance, and ba…
N/A N/A
45102
xyj2570
xhs-mcp Claim
A lightweight MCP server that provides read-only access to Xiaohongshu (Little …
45103
priyanshum143
mcp-ffmpeg Claim
A job queue-based FFmpeg wrapper enabling AI assistants to perform video proces…
N/A N/A
45104
emarkou
setlistify Claim
An MCP server that fetches real setlists from setlist.fm and creates Spotify pl…
N/A N/A
45105
jlavoieca
An MCP server protected by Cloudflare Access, validating JWTs to conditionally …
45106
Souvikns
AsyncAPI-MCP Claim
An MCP server that gives AI assistants access to the AsyncAPI specification - s…
45107
wernerpe
MCPacer Claim
An AI-powered running coach that connects Claude to your Strava data, providing…
N/A N/A
45108 N/A N/A 95
45109
malkreide
srgssr-mcp Claim
MCP server connecting AI models to SRG SSR public APIs – weather, TV/radio meta…
45110
dannymaaz
Memory MCP Claim
Persistent project memory for AI models and coding agents. Memory MCP stores ar…
45111
mithung-vunet
Model Context Protocol (MCP) Server for Vunet vuSmartMaps - A multi-tenant obse…
45112
sandraschi
inkscape-mcp Claim
Enables AI agents to control Inkscape for vector graphics editing via MCP tools.
N/A N/A
45113
CSOAI-ORG
health-check-ai-mcp MCP server by MEOK AI Labs
N/A N/A
45114
vaporif
Enables AI assistants to search videos, read channels, browse playlists, fetch …
45115
xyTom
Empower any MCP-compatible AI Agent(MCP Client) with engineering-grade capabili…
45116
akmalovaa
proxmox-mcp Claim
Minimal MCP server for Proxmox VE — 38 tools for nodes, VMs, LXC, storage, and …
45117
pubspro
pharma-mcp Claim
MCP server for ClinicalTrials.gov, PubMed, FDA drug labels, FAERS, and ICH guid…
N/A N/A
45118
matemiro
Provides web search capabilities using the Tavily API, enabling AI models to se…
N/A N/A
45119
ioTus
A production-ready MCP bridge server connecting Claude Chat to any GitHub repos…
45120
evidai
xstocks Claim
Buy tokenized US stocks (xStocks) on Solana via Jupiter DEX in USDC. Daily cap.…
N/A N/A
45121
Lord2709
Enables financial calculations such as compound interest, loan EMI, and savings…
N/A N/A
45122
michielinksee
cockpit-mcp Claim
Accounting automation MCP server for Japanese tax firms. Two-stage classifier (…
N/A N/A
45123
iflow-mcp
Enables creation and editing of Word, Excel, and PowerPoint documents within MC…
N/A N/A
45124
rafteles2016
An MCP server for automating Microsoft Dynamics CRM and Power Platform through …
81
45125
amichae2
Exposes a broad mathematics toolkit including symbolic algebra, calculus, numer…
N/A N/A
45126
HeiSir2014
Enables web search and content fetching via DuckDuckGo without requiring an API…
45127
Ausium
Enables chaos engineering on Kubernetes clusters by providing tools to inject f…
45128
rubychilds
MCP server that enables AI coding agents to read and write to a local-first HTM…
N/A N/A
45129
springdo
mcp-cookbook Claim
Enables browsing recipes, searching by category, and viewing detailed recipe in…
45130
ahmad-act
Implements a secure MCP server with API Key and JWT authentication, providing t…
N/A N/A
45131
glassflow
Model Context Protocol server for managing and diagnosing GlassFlow streaming p…
45132
sfearl1
Enables AI-powered visual analysis of webpages for UI/UX assessment, including …
45133
nine710
mcp-redact Claim
Local-first CLI and MCP server for redacting sensitive text before sharing logs…
N/A N/A
45134
liuyixin-louis
Anki MCP Claim
Enables AI assistants like Claude to interact with Anki flashcard decks through…
N/A N/A 95
45135
pipeworx-io
Provides Mapbox geocoding, routing, isochrones, map matching, and static map im…
45136
Shin-sibainu
Provides programmatic access to Google Search Console API data through Claude C…
45137
pofky
Check app review status, read reviews, download sales reports from App Store Co…
N/A N/A 75
45138
metatool-ai
A proxy MCP server that aggregates tools from multiple MCP servers and forwards…
45139
ambermem
Amber Claim
Gives your AI persistent memory across conversations. Stores facts automaticall…
45140
anthropics
claude-ai-mcp Claim
Report issues related to MCP integration with Claude here.
N/A N/A
45141
malamutemayhem
110+ tools for AI agents spanning social media, finance, gaming, music, AU-spec…
N/A N/A
45142
Gorgon-Cyber
gorgon-scout Claim
Run AI-driven web-app and API security scans (DAST) from Claude or any MCP agen…
N/A N/A
45143
chenkumi
Enables AI assistants to inspect and query a MySQL database through safe, struc…
N/A N/A
45144
drolosoft
go-docs-mcp Claim
Multi-format document MCP server — read, search, OCR, and extract from PDF, TXT…
N/A N/A
45145
Enlavan
Enables access to financial market data including EOD, intraday, fundamentals, …
45146
SoftInstigate
restheart Claim
The Agent-Ready Backend for MongoDB.
N/A N/A
45147
lailai258
An MCP-only server that launches AI CLI tasks (Claude, Codex, Gemini, Forge, Op…
N/A N/A
45148
douglac
Conta Azul ERP MCP — sales, customers, finance and NF-e via OAuth 2.0. Read + w…
45149
pipeworx-io
Oecd Claim
OECD MCP — Organisation for Economic Co-operation and Development data
45150
indiamcp
razorpay Claim 1
MCP server for Razorpay API.
N/A N/A 83
Showing 45101–45150 of 45235 servers