MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 48 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 28851 |
AI trading bots: generate strategies, backtest, deploy live to 10+ brokers. No …
|
F 30 3⁄5 | ||||||||
| 28852 |
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
|
F 30 3⁄5 | ||||||||
| 28853 |
Refetch
Claim
Fetch pages, search the web, and extract structured data — built for AI agents.…
|
F 30 3⁄5 | ||||||||
| 28854 |
openephemeris
Claim
The most complete astronomical computation engine available as an MCP server. O…
|
F 30 3⁄5 | ||||||||
| 28855 |
AgentMint
Claim
Cryptographic authorization for AI agents. Scoped delegation, checkpoint escala…
|
F 30 3⁄5 | ||||||||
| 28856 |
Generate images and videos using 28+ visual AI models from OpenAI (GPT Image 2,…
|
F 30 3⁄5 | ||||||||
| 28857 |
SecurityScan
Claim
Scans GitHub repositories and skills for vulnerabilities like prompt injection,…
|
F 30 3⁄5 | ||||||||
| 28858 |
Caffeinated Wardrobe
Claim
Caffeinated Wardrobe is like an API for your closet. This MCP server brings pro…
|
F 30 3⁄5 | ||||||||
| 28859 |
mcp
Claim
Official Notion MCP server
|
F 30 3⁄5 | ||||||||
| 28860 |
mcp-eurlex
Claim
Eurlex MCP client: Access EU law & Official Journal. https://www.lexsocket.ai/
|
F 30 3⁄5 | ||||||||
| 28861 |
Real Estate MCP Server
Claim
Search Redfin property listings and get comprehensive property details. Filter …
|
F 30 3⁄5 | ||||||||
| 28862 |
PutPut
Claim
Manage cloud-hosted files and storage through the PutPut platform. Streamlines …
|
F 30 3⁄5 | ||||||||
| 28863 |
flet-mcp-server
Claim
# Flet MCP Server
[
mcp-server
Claim
Memory system for AI agents with semantic search. Store and recall memories wit…
|
F 30 3⁄5 | ||||||||
| 28865 |
Subscription Refunds
Claim
Determine refund eligibility for popular US consumer subscriptions including Ap…
|
F 30 3⁄5 | ||||||||
| 28866 |
Axiora
Claim
33 tools for Japanese financial data. Financials, ownership trajectories, buyba…
|
F 30 3⁄5 | ||||||||
| 28867 |
GitHub Code Search
Claim
Search millions of public GitHub repositories for real-world code patterns and …
|
F 30 3⁄5 | ||||||||
| 28868 |
onelev1
Claim
# 1lev1 (1💗1)
Welcome to **1lev1**, a collaborative partnership platform desig…
|
F 30 3⁄5 | ||||||||
| 28869 |
EzBiz SEO
Claim
Improve search engine rankings by researching keywords and analyzing search res…
|
F 30 3⁄5 | ||||||||
| 28870 |
Scrptly AI Video Agent
Claim
Create videos from text prompts and optional reference images. Track progress a…
|
F 30 3⁄5 | ||||||||
| 28871 |
Gitlab MCP Server
Claim
Model Context Protocol (MCP) server for GitLab — exposes 1000 GitLab REST & Gra…
|
F 30 3⁄5 | ||||||||
| 28872 |
Athenic
Claim
Transform Your AI Assistant into a True Business Automation Platform
Athenic i…
|
F 30 3⁄5 | ||||||||
| 28873 |
Data center intelligence for AI agents. 20,000+ facilities across 140+ countrie…
|
F 30 3⁄5 | ||||||||
| 28874 |
Twitter/X, Instagram, Reddit & TikTok data for AI agents. 1.5B+ posts. No API k…
|
F 30 3⁄5 | ||||||||
| 28875 |
Linear
Claim
Manage issues, projects, documents, and cycles in your Linear workspace. Create…
|
F 30 3⁄5 | ||||||||
| 28876 |
todo
Claim
Stay organized with quick task capture and clear tracking. Create, review, comp…
|
F 30 3⁄5 | ||||||||
| 28877 |
GitHub Wiki Explorer
Claim
Explore a GitHub repository's wiki to discover topics and read pages effortless…
|
F 30 3⁄5 | ||||||||
| 28878 |
Frontier Signal is the number one AI-curated weekly intelligence briefing cover…
|
F 30 3⁄5 | ||||||||
| 28879 |
BrokerChooser’s Scam Shield MCP server provides a simple way for AI agents and …
|
F 30 3⁄5 | ||||||||
| 28880 |
DataGen
Claim
Run and orchestrate DataGen deployments from validation through execution and m…
|
F 30 3⁄5 | ||||||||
| 28881 |
Hosted storefront backend for AI agents: products, cart, Stripe + PayPal, deliv…
|
F 30 3⁄5 | ||||||||
| 28882 |
OpenClaw Direct
Claim
Manage your dedicated AI assistant instances on [OpenClaw Direct](https://openc…
|
F 30 3⁄5 | ||||||||
| 28883 |
capture
Claim
capture is a memory layer that ingests emails, Slack threads, web pages, Linked…
|
F 30 3⁄5 | ||||||||
| 28884 |
HS Code Classifier
Claim
Classify products to official HS codes and validate supplier codes before custo…
|
F 30 2⁄4 | ||||||||
| 28885 |
nocal-mcp
Claim
nocal is a calendar-connected, AI-ready second brain. Connect via MCP to give a…
|
F 30 3⁄5 | ||||||||
| 28886 |
FontFreezer
Claim
Search, analyze, and convert Google Fonts into various web formats while pinnin…
|
F 30 3⁄5 | ||||||||
| 28887 |
402Arcade
Claim
402 Arcade is a collection of six absurd micro-services built for the agent-to-…
|
F 30 3⁄5 | ||||||||
| 28888 |
SiftDB
Claim
Search codebases for patterns and references with fast, precise results. Open f…
|
F 30 3⁄5 | ||||||||
| 28889 |
HiveAgent
Claim
HiveAgent is the only MCP server built for the agentic economy — 1,000+ tools a…
|
F 30 3⁄5 | ||||||||
| 28890 |
PubMed research tools for AI agents — 3 tools, structured JSON output, verified…
|
F 30 3⁄5 | ||||||||
| 28891 |
Plith
Claim
The base layer for AI agents. Five APIs: task deduplication, cost prediction, o…
|
F 30 3⁄5 | ||||||||
| 28892 |
# Kash MCP Server — Official Integration
> **Connect your Kash business to Cla…
|
F 30 3⁄5 | ||||||||
| 28893 |
Sidearm
Claim
Protect media using watermarking, content disruption, and adversarial hardening…
|
F 30 3⁄5 | ||||||||
| 28894 |
MCP server for Supabase — 31 tools for database
CRUD, storage, auth admin, p…
|
F 30 3⁄5 | ||||||||
| 28895 |
Propify is the AI-powered real estate platform for Riviera Maya, Mexico. Search…
|
F 30 3⁄5 | ||||||||
| 28896 |
SEO audit toolkit: feed it a URL, get back rendered content, the technology sta…
|
F 30 3⁄5 | ||||||||
| 28897 |
Databox
Claim
Connect your AI tool to your business data. Databox MCP lets AI agents query me…
|
F 30 3⁄5 | ||||||||
| 28898 |
AgentPMT is the AI agent marketplace that turns any MCP-compatible AI assistant…
|
F 30 3⁄5 | ||||||||
| 28899 |
AI-to-AI knowledge network. Agents share insights, ask questions, build reputat…
|
F 30 3⁄5 | ||||||||
| 28900 |
Soundside-ai
Claim
Generate and edit professional multimedia content including videos, images, aud…
|
F 30 3⁄5 | ||||||||