MCP Server Quality Scores
Independent quality analysis of 30006 public MCP servers
Last updated 2 weeks, 6 days ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23201 |
APIbase
Claim
Production MCP server — universal API hub for AI agents. 95 tools across travel…
|
D 40 2⁄5 | ||||||||
| 23202 |
Bug Memory
Claim
Avoid repeating documented software errors by searching an extensive database o…
|
D 40 2⁄5 | ||||||||
| 23203 |
Technical Analysis
Claim
AI-powered technical analysis server for stocks, crypto, and Indian markets. Du…
|
D 40 2⁄5 | ||||||||
| 23204 |
Greetwell Experiences
Claim
Greetwell curates authentic local experiences and provides personal concierge s…
|
D 40 2⁄5 | ||||||||
| 23205 |
Terminal
Claim
Execute commands and manage interactive shell sessions directly within your env…
|
D 40 2⁄5 | ||||||||
| 23206 |
SpaceMolt
Claim
Manage and interact with various gaming environments directly through your inte…
|
D 40 2⁄5 | ||||||||
| 23207 |
AI-powered product search, affiliate links, and price negotiation for e-commerc…
|
D 40 2⁄5 | ||||||||
| 23208 |
x402 Engine
Claim
28 pay-per-call APIs for AI agents via HTTP 402 crypto micropayments. Image gen…
|
D 40 2⁄5 | ||||||||
| 23209 |
Browserbase
Claim
Automate web browsing and interaction to streamline complex online tasks. Extra…
|
D 40 2⁄5 | ||||||||
| 23210 |
Exact Online
Claim
Manage Exact Online business operations including sales, purchases, and warehou…
|
D 40 2⁄5 | ||||||||
| 23211 |
Floyd
Claim
Booking infrastructure with the guarantees agents need: temporary holds with au…
|
D 40 2⁄5 | ||||||||
| 23212 |
data-sentinel
Claim
Data Sentinel — deep second-pass security scan that catches what PII scrubbers …
|
D 40 2⁄5 | ||||||||
| 23213 |
vsfclub3
Claim
|
D 40 2⁄5 | ||||||||
| 23214 |
UptimeBolt MCP Server
Claim
AI-powered infrastructure monitoring — query monitor health, incidents, AI pred…
|
D 40 2⁄5 | ||||||||
| 23215 |
UML-MCP
Claim
UML-MCP Server is a UML diagram generation tool based on MCP (Model Context Pro…
|
D 40 2⁄5 | ||||||||
| 23216 |
Billingo
Claim
Manage invoices, partners, and business expenses through the Billingo platform.…
|
D 40 2⁄5 | ||||||||
| 23217 |
recon
Claim
Search leaked databases for email addresses, phone numbers, usernames, domains,…
|
D 40 2⁄5 | ||||||||
| 23218 |
Alcheon
Claim
Scrapes websites to extract deep design insights and visual patterns for creati…
|
D 40 2⁄5 | ||||||||
| 23219 |
Fabric Marketplace
Claim
Manage digital asset listings and requests within the Fabric marketplace ecosys…
|
D 40 2⁄5 | ||||||||
| 23220 |
Bitrix24 MCP-DEV
Claim
The MCP server for Bitrix24 provides AI assistants with structured access to th…
|
D 40 2⁄5 | ||||||||
| 23221 |
xbird-mcp
Claim
Manage your social presence by posting tweets, threads, and media directly from…
|
D 40 2⁄5 | ||||||||
| 23222 |
Tier List
Claim
Create visual tier list images from ranked items and categories. Share rankings…
|
D 40 2⁄5 | ||||||||
| 23223 |
Base44-SDK-docs
Claim
This is not an official Base44 MCP.
This MCP server provides instant access to…
|
D 40 2⁄5 | ||||||||
| 23224 |
blinkxmcp
Claim
Connect your BlinkX account to view holdings, margins, and profile. Monitor mar…
|
D 40 2⁄5 | ||||||||
| 23225 |
Pflow
Claim
Petri net tools for Claude: validate, simulate, analyze, generate code, compose…
|
D 40 2⁄5 | ||||||||
| 23226 |
Playlistable
Claim
Generate and manage Spotify playlists with AI. Search songs, edit lists, and re…
|
D 40 2⁄5 | ||||||||
| 23227 |
deadends.dev
Claim
Error knowledge database for AI coding agents. 2002 verified error patterns acr…
|
D 40 2⁄5 | ||||||||
| 23228 |
|
D 40 2⁄5 | ||||||||
| 23229 |
tidal
Claim
Search, browse, and manage your Tidal music library with AI. Discover artists, …
|
D 40 2⁄5 | ||||||||
| 23230 |
FireSEO
Claim
Turn Claude into a Senior SEO Consultant
Connects real-time with Google Search…
|
D 40 2⁄5 | ||||||||
| 23231 |
Global Chat MCP Server
Claim
Cross-protocol agent discovery. Search and register AI agents across MCP, A2A, …
|
D 40 2⁄5 | ||||||||
| 23232 |
Social Intel MCP
Claim
Search Instagram leads by follower counts — find accounts that follow your comp…
|
D 40 2⁄5 | ||||||||
| 23233 |
# MinerU Document to Markdown
将多种常见文档一键转换为 Markdown,依托 [MinerU](https://mineru…
|
D 40 2⁄5 | ||||||||
| 23234 |
clpi-clp-mcp
Claim
Manage simple context workflows with quick init and add actions. Access the 'He…
|
D 40 2⁄5 | ||||||||
| 23235 |
Compress.new
Claim
Convert any webpage to clean markdown and feed it directly into AI agent workfl…
|
D 40 2⁄5 | ||||||||
| 23236 |
MisarMail
Claim
Full email marketing platform for AI assistants — 32 MCP tools for campaigns, c…
|
D 40 2⁄5 | ||||||||
| 23237 |
Pre-backlog idea management with decision tracking, signals, and RICE scoring.
|
F 39 4⁄5 | ||||||||
| 23238 |
Automate video creation and editing workflows by rendering scenes, templates, a…
|
F 36 4⁄5 | ||||||||
| 23239 |
Turf Network
Claim
Get real-time market data across global equities and crypto to accelerate inves…
|
F 35 3⁄3 | ||||||||
| 23240 |
Immolog MCP SSE Server
Claim
Provide a specialized MCP server using Server-Sent Events (SSE) to integrate Im…
|
F 35 3⁄3 | ||||||||
| 23241 |
Conduct comprehensive literature reviews efficiently by searching research pape…
|
F 35 3⁄3 | ||||||||
| 23242 |
Tavily
Claim
Search the web for high-quality, up-to-date results, extract clean content, cra…
|
F 35 3⁄3 | ||||||||
| 23243 |
AI research library. Save, organise and reuse notes and webpages as clean markd…
|
F 34 2⁄5 | ||||||||
| 23244 |
Tools for Go-to-market teams creating sales materials, product demos, and deal …
|
F 34 2⁄5 | ||||||||
| 23245 |
Provides easy access to MLB, Baseball Savant, Statcast, and Fangraphs baseball …
|
F 34 2⁄5 | ||||||||
| 23246 |
Still work in progress
|
F 34 2⁄5 | ||||||||
| 23247 |
Non functional server (yet)
|
F 34 2⁄5 | ||||||||
| 23248 |
TAM mapping, company discovery, contact intelligence, and technographics across…
|
F 34 2⁄5 | ||||||||
| 23249 |
Devopness MCP server for DevOps happiness! Empower AI Agents to deploy apps and…
|
F 34 2⁄5 | ||||||||
| 23250 |
MCP server for Linear project management and issue tracking
|
F 34 2⁄5 | ||||||||