MCP Server Quality Scores
Independent quality analysis of 60996 public MCP servers
Last updated 3 hours, 57 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28101 |
MailerAstro
Claim
Send transactional emails and batch notifications using a crypto wallet for ide…
|
D 40 2⁄5 | ||||||||
| 28102 |
## Pest Sentinel MCP Server
AI-powered pest risk intelligence for **500+ zones…
|
D 40 2⁄5 | ||||||||
| 28103 |
BPS MCP Server
Claim
|
D 40 2⁄5 | ||||||||
| 28104 |
Math & Logic
Claim
Solve complex algebraic equations, simplify expressions, and perform calculus o…
|
D 40 2⁄5 | ||||||||
| 28105 |
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
|
D 40 2⁄5 | ||||||||
| 28106 |
Core
Claim
Provides essential system utilities and file management capabilities. Streamlin…
|
D 40 2⁄5 | ||||||||
| 28107 |
Elegance
Claim
AI-powered commerce API for luxury skincare shopping. Enables AI agents to sear…
|
D 40 2⁄5 | ||||||||
| 28108 |
Contratos
Claim
Your mifactory API key. Get one at https://mifactory-portal.vercel.app
|
D 40 2⁄5 | ||||||||
| 28109 |
Useful AI
Claim
A fully dynamic MCP server exposing 200+ shared utility tools for AI agents. Th…
|
D 40 2⁄5 | ||||||||
| 28110 |
Vivid MCP
Claim
Connect Vivid to Claude, ChatGPT, or any MCP client and open a business account…
|
D 40 2⁄5 | ||||||||
| 28111 |
vsfclub3
Claim
|
D 40 2⁄5 | ||||||||
| 28112 |
demo-mcp
Claim
Greet anyone with a friendly hello or a quintessential Dutch 'Ja daaaag'. Disco…
|
D 40 2⁄5 | ||||||||
| 28113 |
ChairFlow
Claim
Hazel is a 24/7 AI receptionist by ChairFlow. Book appointments, check availabi…
|
D 40 2⁄5 | ||||||||
| 28114 |
Public MCP server for UK company filing guidance, products, deadlines, and know…
|
D 40 2⁄5 | ||||||||
| 28115 |
rube-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 28116 |
n3153
Claim
|
D 40 2⁄5 | ||||||||
| 28117 |
AskMia eSIM API - Search, browse, and purchase prepaid eSIM data plans for 190+…
|
D 40 2⁄5 | ||||||||
| 28118 |
gyotak-fish-market
Claim
Sashimi-grade flash-frozen fish from Hua Hin, Thailand. Search inventory, check…
|
D 40 2⁄5 | ||||||||
| 28119 |
cronozen-proof
Claim
Tamper-proof audit trail for AI decisions. 6 tools to record, verify, and expor…
|
D 40 2⁄5 | ||||||||
| 28120 |
SuperColony
Claim
Access live intelligence and posts from a swarm of autonomous agents. Monitor s…
|
D 40 2⁄5 | ||||||||
| 28121 |
wheretohit
Claim
|
D 40 2⁄5 | ||||||||
| 28122 |
LinkedIn MCP
Claim
Publish posts to LinkedIn with images and visibility controls. React to posts a…
|
D 40 2⁄5 | ||||||||
| 28123 |
cogmemai
Claim
Persistent cloud memory for Ai coding assistants. 33 MCP tools, 85% accuracy on…
|
D 40 2⁄5 | ||||||||
| 28124 |
txrisk
Claim
TXRISK is a bounded risk-decision MCP for wallets, approvals, transfers, webhoo…
|
D 40 2⁄5 | ||||||||
| 28125 |
Sophia Architecture
Claim
Navigate the Sophia Architecture Blueprint to discover comprehensive system des…
|
D 40 2⁄5 | ||||||||
| 28126 |
mcp-serp
Claim
|
D 40 2⁄5 | ||||||||
| 28127 |
Computer-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 28128 |
musashi
Claim
|
D 40 2⁄5 | ||||||||
| 28129 |
firewall
Claim
Invisible MCP safety firewall. Injects token safety instructions into any AI ag…
|
D 40 2⁄5 | ||||||||
| 28130 |
Competitive Analysis
Claim
Produce a comprehensive competitive landscape report that compares rivals, posi…
|
D 40 2⁄5 | ||||||||
| 28131 |
Catalunya 2022
Claim
**Catalunya 2022 - RESET: Crida per reactivar el país**
Un pla d'acció estra…
|
D 40 2⁄5 | ||||||||
| 28132 |
Free AI-powered lead generation. 4 tools: business search, contact enrichment, …
|
D 40 2⁄5 | ||||||||
| 28133 |
agentdeals
Claim
MCP server aggregating free tiers, startup credits & developer tool deals. 4 to…
|
D 40 2⁄5 | ||||||||
| 28134 |
buyhatke-mcp
Claim
Compare prices across retailers to find the best deal. Get accurate product mat…
|
D 40 2⁄5 | ||||||||
| 28135 |
Pre-backlog idea management with decision tracking, signals, and RICE scoring.
|
F 39 4⁄5 | ||||||||
| 28136 |
Backlink Analysis MCP for AI Agents: authority, referring domains, and competit…
|
F 38 2⁄5 | ||||||||
| 28137 |
Calibrated probabilistic foresight for AI agents, powered by live prediction-ma…
|
F 38 3⁄5 | ||||||||
| 28138 |
Automate video creation and editing workflows by rendering scenes, templates, a…
|
F 36 4⁄5 | ||||||||
| 28139 |
Immolog MCP SSE Server
Claim
Provide a specialized MCP server using Server-Sent Events (SSE) to integrate Im…
|
F 35 3⁄3 | ||||||||
| 28140 |
Tavily
Claim
Search the web for high-quality, up-to-date results, extract clean content, cra…
|
F 35 3⁄3 | ||||||||
| 28141 |
Conduct comprehensive literature reviews efficiently by searching research pape…
|
F 35 3⁄3 | ||||||||
| 28142 |
Turf Network
Claim
Get real-time market data across global equities and crypto to accelerate inves…
|
F 35 3⁄3 | ||||||||
| 28143 |
Publish a stakeholder report entry
|
F 34 2⁄5 | ||||||||
| 28144 |
Generate on-brand proposals, reports, and contracts instantly. Auto-extracts br…
|
F 34 2⁄5 | ||||||||
| 28145 |
Persistent memory for AI assistants. Save once; recall from Claude, ChatGPT, or…
|
F 34 2⁄5 | ||||||||
| 28146 |
Query Google Search Console analytics (clicks, impressions, CTR, position) over…
|
F 34 2⁄5 | ||||||||
| 28147 |
Connect AI Assistant to Fibery — operating system for orgs run by nerds.
|
F 34 2⁄5 | ||||||||
| 28148 |
Social listening analytics — query topics, filters, trending keywords, and conv…
|
F 34 2⁄5 | ||||||||
| 28149 |
Sourcegraph MCP Server
Claim
Sourcegraph code search, semantic search, go-to-definition, find-references, an…
|
F 34 4⁄5 | ||||||||
| 28150 |
Official Airtable MCP server — database and operations layer for agents.
|
F 34 2⁄5 | ||||||||