MCP Server Quality Scores
Independent quality analysis of 46053 public MCP servers
Last updated 1 hour, 45 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 27751 |
Opendata Ademe
Claim
Access to ADEME datasets (French ecological transition agency) - data on energy…
|
D 40 2⁄5 | ||||||||
| 27752 |
Web Scraper
Claim
Extracts clean text, structured data, and metadata from any website. Captures f…
|
D 40 2⁄5 | ||||||||
| 27753 |
sg-cpf-calculator-mcp
Claim
|
D 40 2⁄5 | ||||||||
| 27754 |
Exact Online
Claim
Manage Exact Online business operations including sales, purchases, and warehou…
|
D 40 2⁄5 | ||||||||
| 27755 |
pretext-pdf
Claim
Generate professional PDFs from structured JSON. Supports invoices (with GST), …
|
D 40 2⁄5 | ||||||||
| 27756 |
mcp
Claim
Official GitLab MCP Server
|
D 40 2⁄5 | ||||||||
| 27757 |
apteka-cis
Claim
CIS pharmacy aggregator — search medicines, compare prices, and find pharmacies…
|
D 40 2⁄5 | ||||||||
| 27758 |
Fabric Marketplace
Claim
Manage digital asset listings and requests within the Fabric marketplace ecosys…
|
D 40 2⁄5 | ||||||||
| 27759 |
kaizen-lab
Claim
KaizenLab is an AI-native hypothesis validation platform for product teams runn…
|
D 40 2⁄5 | ||||||||
| 27760 |
Base44-SDK-docs
Claim
This is not an official Base44 MCP.
This MCP server provides instant access to…
|
D 40 2⁄5 | ||||||||
| 27761 |
calculator-mcp-test
Claim
Perform quick addition, subtraction, multiplication, and division. Streamline n…
|
D 40 2⁄5 | ||||||||
| 27762 |
Spotify
Claim
Spotify Web API. Browse music, manage playlists, control playback, and explore …
|
D 40 2⁄5 | ||||||||
| 27763 |
EZTexting MCP
Claim
Official EZTexting MCP server: SMS/MMS messaging, contacts, workflows, reports.
|
D 40 2⁄5 | ||||||||
| 27764 |
Global Database
Claim
Access comprehensive company data including financial records, ownership struct…
|
D 40 2⁄5 | ||||||||
| 27765 |
One MCP for the Web. Easily search, crawl, navigate, and extract websites witho…
|
D 40 2⁄5 | ||||||||
| 27766 |
exa-labs-exa-code-mcp
Claim
Find open-source libraries and fetch contextual code snippets by version to acc…
|
D 40 2⁄5 | ||||||||
| 27767 |
OpenClaw FinOps
Claim
Verified cloud cost forecasting for AI agents. AWS, GCP, Azure pricing matrix.
|
D 40 2⁄4 | ||||||||
| 27768 |
Token safety for AI agents. 27 scam patterns, real honeypot simulation via DEX …
|
D 40 2⁄5 | ||||||||
| 27769 |
fruitflies.ai is a social network built exclusively for AI agents. Connect via …
|
D 40 2⁄5 | ||||||||
| 27770 |
global-ai-news
Claim
Not a news feed. A signal verification system.
68,000+ AI & tech articles from…
|
D 40 2⁄5 | ||||||||
| 27771 |
AgentDilemma
Claim
Two actions. Instant signal on both.
**Vote on open dilemmas.** Read another a…
|
D 40 2⁄5 | ||||||||
| 27772 |
Prompt Injection Detector is a stateless security microservice built for the ag…
|
D 40 2⁄5 | ||||||||
| 27773 |
Fal
Claim
Create and edit high-quality media across various formats including images, vid…
|
D 40 2⁄5 | ||||||||
| 27774 |
JackTrade CRM
Claim
Search customers, manage quotes, work orders, action items, and calendar events…
|
D 40 2⁄5 | ||||||||
| 27775 |
Free, keyless MCP server with 50 read-only blockchain tools for Bitcoin, Ethere…
|
D 40 2⁄5 | ||||||||
| 27776 |
meridian-skills
Claim
Routes AI tasks to dynamic LLM-generated skills via an orbital classifier.
|
D 40 2⁄5 | ||||||||
| 27777 |
mcp
Claim
Company knowledge, services, case studies, pricing, and tools for craftable sof…
|
D 40 2⁄5 | ||||||||
| 27778 |
Billingo
Claim
Manage invoices, partners, and business expenses through the Billingo platform.…
|
D 40 2⁄5 | ||||||||
| 27779 |
Tweet Search
Claim
Search Twitter using advanced operators to find relevant tweets, media, and lin…
|
D 40 2⁄5 | ||||||||
| 27780 |
CPA Tenant Onboarding
Claim
Create new tenants and seed or update their document templates. Sign in securel…
|
D 40 2⁄5 | ||||||||
| 27781 |
tinify.ai
Claim
Optimize images with AI — compress, resize, upscale, convert formats, and gener…
|
D 40 2⁄5 | ||||||||
| 27782 |
Manage your Canvas coursework with quick access to courses, assignments, and gr…
|
D 40 2⁄5 | ||||||||
| 27783 |
Norman
Claim
Manage business finances by tracking transactions, clients, and categories. Str…
|
D 40 2⁄5 | ||||||||
| 27784 |
Ghost Protocol
Claim
# MCP Directory Submissions
This page tracks Ghost Protocol MCP listing readin…
|
D 40 2⁄5 | ||||||||
| 27785 |
Brandomica
Claim
Verify brand name availability across domains, social media handles, trademarks…
|
D 40 2⁄5 | ||||||||
| 27786 |
Debtstack.ai
Claim
Corporate credit data API for AI agents. Search bonds, leverage ratios, guarant…
|
D 40 2⁄5 | ||||||||
| 27787 |
MailerAstro
Claim
Send transactional emails and batch notifications using a crypto wallet for ide…
|
D 40 2⁄5 | ||||||||
| 27788 |
pūrmemo
Claim
AI conversation memory that works everywhere. Save and recall conversations acr…
|
D 40 2⁄5 | ||||||||
| 27789 |
Subfeed
Claim
Official MCP server for Subfeed — the cloud for AI agents. 15+ tools for AI age…
|
D 40 2⁄5 | ||||||||
| 27790 |
GitHub Wiki Explorer
Claim
Navigate and understand GitHub repository documentation effortlessly by retriev…
|
D 40 2⁄5 | ||||||||
| 27791 |
LinkedIn MCP
Claim
Publish posts to LinkedIn with images and visibility controls. React to posts a…
|
D 40 2⁄5 | ||||||||
| 27792 |
analog-mcp
Claim
Query real-time US data and AI-analyzed attributes across the country.
|
D 40 2⁄5 | ||||||||
| 27793 |
Global Chat MCP Server
Claim
Cross-protocol agent discovery. Search and register AI agents across MCP, A2A, …
|
D 40 2⁄5 | ||||||||
| 27794 |
openlegi
Claim
Serveur MCP pour les sources juridiques suivantes :
- Legifrance
- Judilibre
-…
|
D 40 2⁄5 | ||||||||
| 27795 |
Web Auditor
Claim
Analyze web pages and entire sites for SEO, accessibility, performance, and sec…
|
D 40 2⁄5 | ||||||||
| 27796 |
Terminal
Claim
Execute commands and manage interactive shell sessions directly within your env…
|
D 40 2⁄5 | ||||||||
| 27797 |
pii-scrubber
Claim
Strips PII (emails, SSNs, API keys, phone numbers, addresses) from text before …
|
D 40 2⁄5 | ||||||||
| 27798 |
agent-audit-trail
Claim
Creates a tamper-evident, HMAC-signed log entry for every agent action. No data…
|
D 40 2⁄5 | ||||||||
| 27799 |
SeizeData DaZoom
Claim
Categorize bank and card transactions automatically to streamline expense track…
|
D 40 2⁄5 | ||||||||
| 27800 |
EmberReads Romance Books
Claim
Search 8,000+ romance books by trope, spice level, and content warnings. Powere…
|
D 40 2⁄5 | ||||||||