MCP Server Quality Scores

Independent quality analysis of 45235 public MCP servers

45235
Discovered
29501
Scored
2112
Verified
16952
Complete

Last updated 1 hour, 53 minutes ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◉ Complete Scores
3251
latinogino
PrestaShop MCP Server Claim 1
Enables complete management of PrestaShop e-commerce stores through natural lan…
B 76 55 84 68 43 80 96
3252
iwanghc
Google Search Tool Claim
Enables AI assistants to perform real-time Google searches with anti-bot protec…
B 76 55 94 75 34 81 82
3253
rog0x
log Claim
Log parse, filter, analyze for AI agents
B 76 44 70 N/A N/A 40 95 91
3254
CorbettCajun
SpiderFoot MCP Server Claim 1
Enables interaction with SpiderFoot OSINT reconnaissance tools through MCP, all…
B 76 55 72 82 49 81 91
3255
Logos-Parthenos-AI
MCP-LinkedIn Claim
Dynamic tools to automate tasks on LinkedIn website.
B 76 55 88 63 45 81 96
3256
hadv
wisdomforge Claim
A powerful knowledge management system that forges wisdom from experiences, ins…
B 76 55 94 56 51 81 88
3257
IBM
A comprehensive MCP server for querying historical maritime shipping records, v…
B 76 55 60 74 73 81 99
3258
BPN-Solutions
VibeCheck MCP Server Claim 1
An AI-powered security audit tool that analyzes codebases for vulnerabilities u…
B 76 55 90 61 47 81 91
3259
xkelxmc
Uranium MCP Server Claim
Enables creation and management of NFT collections and assets through the Urani…
B 76 54 100 65 31 83 87
3260
ergut
mcp-logseq Claim
MCP server to interact with LogSeq via its Local HTTP API - enabling AI assista…
B 76 54 94 41 N/A 51 90 97
3261
r3-yamauchi
Enables AI assistants to interact with kintone data by providing comprehensive …
B 76 55 90 70 41 80 88
3262
nickweedon
A template project for building Model Context Protocol servers with FastMCP fra…
B 76 55 80 82 27 81 95
3263
Tyox-all
mund Claim 1
AI security scanner - secrets, PII, prompt injection, and exfiltration detectio…
B 76 54 90 63 N/A 51 89 78
3264
kiyoung8
Enables simulation and analysis of M/M/1 and M/M/c queuing systems using SimPy,…
B 76 55 78 82 40 81 89
3265
ynivin
Waveform MCP Server Claim 1
Enables analysis of RTL waveform files (VCD, FST) through WAL (Waveform Analysi…
B 76 55 84 91 N/A 37 95 57
3266
BenedatLLC
Provides a set of read-only Kubernetes functions via an MCP server, enabling in…
B 76 55 90 57 48 81 99
3267
JustinBeckwith
pylon-mcp Claim 1
MCP server for Pylon customer support platform
B 76 54 53 67 N/A 78 95 92
3268
aira-security
mcp-armor Claim
MCP Armor continuously secures and monitors Model Context Protocol operations t…
B 76 44 65 N/A N/A 47 95 94
3269
RemoteMCP
Remote-MCP Claim
A type-safe solution that enables remote access to Model Context Protocol (MCP)…
B 76 55 94 58 44 81 94
3270
myownipgit
An advanced MCP server for generating styled QR codes with logos, batch process…
B 76 54 90 60 N/A 22 95 99
3271
0GiS0
A TypeScript-based MCP server that implements a simple note-taking system using…
B 76 54 84 65 N/A 22 95 100
3272
akari2600
Provides AI assistants with structured access to complete Figma developer docum…
B 76 54 82 58 N/A 37 94 100
3273
JonaFly
RedNote MCP Claim
A server that enables access to Xiaohongshu (Little Red Book) content, allowing…
B 76 54 76 71 N/A 48 95 85
3274
littlebearapps
viewpo-mcp Claim
Provides AI assistants with visual feedback for responsive web design by captur…
B 76 54 66 75 N/A 53 92 91
3275
sandraschi
clawd-mcp Claim 1
Bridges Cursor and Claude Desktop with the OpenClaw and Moltbook ecosystems to …
B 76 54 72 68 N/A 59 92 86
3276
srclight
srclight Claim
Deep code indexing MCP server with SQLite FTS5, tree-sitter, and embeddings. 29…
B 76 54 94 28 N/A 75 89 93
3277
gregario
3dprint-oracle Claim
3D printing filament and materials knowledge base. 6,957 filaments from Spoolma…
B 76 54 67 68 N/A 49 95 97
3278
Tomorrow-You
Voice Bridge Claim
Multi-engine TTS for AI coding assistants. 5 engines, free engine included.
B 76 44 67 N/A N/A 37 95 97
3279
mattiasw
BrowserLoop Claim 1
A Model Context Protocol (MCP) server for taking screenshots of web pages using…
B 76 55 78 75 70 81 71
3280
browserstack
mcp-server Claim 1
BrowserStack's Official MCP Server
B 76 55 68 82 N/A 78 95 55
3281
ofershap
mcp-server-scraper Claim 1
Web scraping — extract clean markdown, links, and metadata from any URL. Free F…
B 76 55 72 100 55 95 50
3282
code-alchemist01
Provides comprehensive code analysis (quality, complexity, linting, dependencie…
B 76 55 90 100 N/A 39 95 38
3283
DeusData
Persistent codebase knowledge graph. Survives session restarts and context comp…
B 76 54 90 25 N/A 83 95 90
3284
metricool
mcp-metricool Claim
mcp-metricool
B 76 55 70 82 49 81 95
3285
kasanova-io
Kaspa MCP Claim
Enables users to manage Kaspa wallets, check balances, and send KAS tokens dire…
B 76 54 68 63 N/A 54 92 100
3286
hovecapital
MCP server for read-only PostgreSQL database queries in Claude Desktop
B 76 54 63 56 N/A 68 95 100
3287
fritzprix
Enables AI agents to solve Rubik's Cube puzzles through systematic manipulation…
B 76 54 78 68 N/A 45 95 84
3288
mjbeatty89
mcp_code_executor Claim 1
B 76 54 90 56 N/A 42 88 93
3289
valado
pantheon-mcp Claim 1
MCP server providing task specific agentic instructions. No more outdated Markd…
B 76 55 86 60 N/A 46 83 98
3290
AbdelhakRazi
Connects AI assistants to the TrustMRR API to browse, filter, and analyze start…
B 76 55 66 71 N/A 65 81 98
3291
Py2755
aiogram-mcp Claim 1
MCP server for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts, event …
B 76 54 69 63 N/A 80 83 92
3292
George5562
Enables natural language interaction with Jira for managing projects, issues, t…
B 76 55 96 63 30 81 97
3293
BlekZz
Enables AI assistants to interact with Metabase analytics platform, allowing th…
B 76 55 90 71 23 81 100
3294
mrsknetwork
YouTube MCP Claim
Connect AI assistants to YouTube: search, transcripts, metadata, and more.
B 76 54 66 72 57 95 89
3295
savri-io
Enables users to access and manage Savri analytics data, including visitor stat…
B 76 55 90 66 42 80 90
3296
Noacodenoobe
Draw.io MCP Server Claim
Enables programmatic creation and management of draw.io diagrams through MCP to…
B 76 54 78 56 N/A 52 95 96
3297
vasylenko
Search, read, create, and update Bear Notes directly from Claude. Local-only wi…
B 76 54 62 65 N/A 60 95 100
3298
Developerayo
Concordium mcp-sever for interacting with the concordium chain
B 76 55 96 57 41 81 95
3299
bigbugAi
Enables access to BigBugAI cryptocurrency tools for getting trending tokens and…
B 76 55 72 73 52 81 97
3300
massgen
MassGen Claim
🚀 MassGen is an open-source multi-agent scaling system that runs in your termin…
B 76 54 90 25 N/A 70 95 100
Showing 3251–3300 of 45235 servers
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