MCP Server Quality Scores

Independent quality analysis of 30006 public MCP servers

30006
Discovered
24039
Scored
1224
Verified
16961
Complete

Last updated 2 weeks, 6 days ago

Grade Distribution

Score Distribution

# Server Score ↓ Visibility Schema Protocol Reliability Maint. Security Agent Lang
◔ Limited Scores
23201
apibase-pro
APIbase Claim
Production MCP server — universal API hub for AI agents. 95 tools across travel…
D 40 25 0 81
23202
mistaike
Bug Memory Claim
Avoid repeating documented software errors by searching an extensive database o…
D 40 25 0 81
23203
ta-mcp
AI-powered technical analysis server for stocks, crypto, and Indian markets. Du…
D 40 25 0 81
23204
greetwell
Greetwell curates authentic local experiences and provides personal concierge s…
D 40 25 0 81
23205
pungggi
Terminal Claim
Execute commands and manage interactive shell sessions directly within your env…
D 40 25 0 81
23206
spacemolt
SpaceMolt Claim
Manage and interact with various gaming environments directly through your inte…
D 40 25 0 81
23207
Chris85appding
AI-powered product search, affiliate links, and price negotiation for e-commerc…
D 40 25 0 81
23208
x402engine
x402 Engine Claim
28 pay-per-call APIs for AI agents via HTTP 402 crypto micropayments. Image gen…
D 40 25 0 81
23209
kamath
Browserbase Claim
Automate web browsing and interaction to streamline complex online tasks. Extra…
D 40 25 0 81
23210
IndustrialIT
Exact Online Claim
Manage Exact Online business operations including sales, purchases, and warehou…
D 40 25 0 81
23211
floyd
Floyd Claim
Booking infrastructure with the guarantees agents need: temporary holds with au…
D 40 25 0 81
23212
found402
Data Sentinel — deep second-pass security scan that catches what PII scrubbers …
D 40 25 0 81
23213
luis.ticas1
vsfclub3 Claim
D 40 25 0 81
23214
uptimebolt
AI-powered infrastructure monitoring — query monitor health, incidents, AI pred…
D 40 25 0 81
23215
antoinebou12
UML-MCP Claim
UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Pro…
D 40 25 0 81
23216
aiamindennapokban
Billingo Claim
Manage invoices, partners, and business expenses through the Billingo platform.…
D 40 25 0 81
23217
deltafantazulu
recon Claim
Search leaked databases for email addresses, phone numbers, usernames, domains,…
D 40 25 0 81
23218
alcheon
Alcheon Claim
Scrapes websites to extract deep design insights and visual patterns for creati…
D 40 25 0 81
23219
fabricmarketplace
Manage digital asset listings and requests within the Fabric marketplace ecosys…
D 40 25 0 81
23220
ExaltedTrou6
The MCP server for Bitrix24 provides AI assistants with structured access to th…
D 40 25 0 81
23221
checkra1neth
xbird-mcp Claim
Manage your social presence by posting tweets, threads, and media directly from…
D 40 25 0 81
23222
carmex
Tier List Claim
Create visual tier list images from ranked items and categories. Share rankings…
D 40 25 0 81
23223
leonid-rise
This is not an official Base44 MCP. This MCP server provides instant access to…
D 40 25 0 81
23224
ai
blinkxmcp Claim
Connect your BlinkX account to view holdings, margins, and profile. Monitor mar…
D 40 25 0 81
23225
stackdump
Pflow Claim
Petri net tools for Claude: validate, simulate, analyze, generate code, compose…
D 40 25 0 81
23226
lebrackyt
Playlistable Claim
Generate and manage Spotify playlists with AI. Search songs, edit lists, and re…
D 40 25 0 81
23227
deadend
deadends.dev Claim
Error knowledge database for AI coding agents. 2002 verified error patterns acr…
D 40 25 0 81
23228
aws
aws Claim
D 40 25 0 81
23229
lucaperret
tidal Claim
Search, browse, and manage your Tidal music library with AI. Discover artists, …
D 40 25 0 81
23230
FireSEO
FireSEO Claim
Turn Claude into a Senior SEO Consultant Connects real-time with Google Search…
D 40 25 0 81
23231
global-chat
Cross-protocol agent discovery. Search and register AI agents across MCP, A2A, …
D 40 25 0 81
23232
socialinteldev
Search Instagram leads by follower counts — find accounts that follow your comp…
D 40 25 0 81
23233
beilin
# MinerU Document to Markdown 将多种常见文档一键转换为 Markdown,依托 [MinerU](https://mineru…
D 40 25 0 81
23234
clpi
clpi-clp-mcp Claim
Manage simple context workflows with quick init and add actions. Access the 'He…
D 40 25 0 81
23235
compress-new
Compress.new Claim
Convert any webpage to clean markdown and feed it directly into AI agent workfl…
D 40 25 0 81
23236
misarmail
MisarMail Claim
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
D 40 25 0 81
23237
Startvest-LLC
idealift-mcp Claim
Pre-backlog idea management with decision tracking, signals, and RICE scoring.
F 39 45 48 0 19 81
23238
NextCut
NextCut Claim 1
Automate video creation and editing workflows by rendering scenes, templates, a…
F 36 45 44 0 12 81
23239
Turf-Tech
Turf Network Claim
Get real-time market data across global equities and crypto to accelerate inves…
F 35 33 10 0 95
23240
momo590
Provide a specialized MCP server using Server-Sent Events (SSE) to integrate Im…
F 35 33 10 0 95
23241
BarnacleLabs
Conduct comprehensive literature reviews efficiently by searching research pape…
F 35 33 10 0 95
23242
N3N-Seoul
Tavily Claim
Search the web for high-quality, up-to-date results, extract clean content, cra…
F 35 33 10 0 95
23243
Sombra Claim 1
AI research library. Save, organise and reuse notes and webpages as clean markd…
F 34 25 0 67
23244
Rally Claim 1
Tools for Go-to-market teams creating sales materials, product demos, and deal …
F 34 25 0 67
23245
Provides easy access to MLB, Baseball Savant, Statcast, and Fangraphs baseball …
F 34 25 0 67
23246
Still work in progress
F 34 25 0 67
23247
My MCP Serv Claim 2
Non functional server (yet)
F 34 25 0 67
23248
DiscoLike Claim 1
TAM mapping, company discovery, contact intelligence, and technographics across…
F 34 25 0 67
23249
server Claim 1
Devopness MCP server for DevOps happiness! Empower AI Agents to deploy apps and…
F 34 25 0 67
23250
linear Claim 2
MCP server for Linear project management and issue tracking
F 34 25 0 67
Showing 23201–23250 of 30006 servers
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