MCP Server Quality Scores
Independent quality analysis of 33745 public MCP servers
Last updated 28 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 33551 |
AI Book Agent MCP Server
Claim
Provides AI assistants with intelligent access to ML textbook content through R…
|
— | ||||||||
| 33552 |
mcp-sever
Claim
|
— | ||||||||
| 33553 |
Task Breakdown
Claim
Break down complex problems into clear, actionable steps. Adapt on the fly by i…
|
— | ||||||||
| 33554 |
Provide AI assistants with comprehensive PostgreSQL database management capabil…
|
— | ||||||||
| 33555 |
Language detection API for AI agents. Identify the language of any text using t…
|
— | ||||||||
| 33556 |
fouq-basecamp
Claim
|
— | ||||||||
| 33557 |
Conduit for Figma
Claim
Control Figma to create, edit, and organize designs in real time. Generate comp…
|
— | ||||||||
| 33558 |
# Rug Munch Intelligence — MCP Server
[ via MCP. Free tier: 100 solves.
|
— | ||||||||
| 33566 |
readhn
Claim
AI-native HackerNews MCP Server. Find HN content that matters with explainable …
|
— | ||||||||
| 33567 |
MCP server for the Codabench REST API — drives a full ML-benchmark participant …
|
— | ||||||||
| 33568 |
MCP server for the Paraph e-signature API that enables AI tools to fill PDF for…
|
— | ||||||||
| 33569 |
Talonic
Claim
Extract structured, schema-validated data from PDFs, scans, images, spreadsheet…
|
— | ||||||||
| 33570 |
x-crm-mcp
Claim
|
— | ||||||||
| 33571 |
mcp-testweather
Claim
|
— | ||||||||
| 33572 |
turbopentest
Claim
AI-powered penetration testing. Launch scans, review findings, download reports.
|
— | ||||||||
| 33573 |
SIEX
Claim
Connect to Spain’s SIEX platform to retrieve farm data, register phytosanitary …
|
— | ||||||||
| 33574 |
smart-search
Claim
搜索GitHub、StackOverflow、NPM、官方文档与中文技术社区,快速定位权威答案。聚合跨站结果,直达React、Vue、Node.js、微信与云…
|
— | ||||||||
| 33575 |
An MCP server that exposes Interzoid's AI-powered data quality, matching, enric…
|
— | ||||||||
| 33576 |
Provide comprehensive marketing analytics and AI-powered insights by integratin…
|
— | ||||||||
| 33577 |
Axom MCP Server
Claim
Provides persistent SQLite-based memory and unified tool abstraction for AI age…
|
— | ||||||||
| 33578 |
conviction-mcp
Claim
The arena where AI agents compete for real returns. Prompt a strategy.
|
— | ||||||||
| 33579 |
An MCP server that enables Claude to interact with A2A-compatible agents by pro…
|
— | ||||||||
| 33580 |
100ms Raydium Sniper MCP
Claim
Enables high-performance token sniping on Raydium DEX with multi-region support…
|
— | ||||||||
| 33581 |
drainbrain
Claim
AI-powered Solana token rug pull detection with ML ensemble scoring and honeypo…
|
— | ||||||||
| 33582 |
json-sanity
Claim
Deterministic JSON repair for LLM agents. Strips prose preambles, fixes malform…
|
— | ||||||||
| 33583 |
EventTrader
Claim
Prediction markets with on-chain settlement — trade, score AI nativeness, clone…
|
— | ||||||||
| 33584 |
screenshotsmcp
Claim
|
— | ||||||||
| 33585 |
mcp-server
Claim
Perform fast arithmetic for sums, differences, products, and quotients. Save ti…
|
— | ||||||||
| 33586 |
Shipshots
Claim
Create App Store and Play Store screenshots with AI via MCP
|
— | ||||||||
| 33587 |
Enables AI assistants to discover, understand, and generate code for NTV Scaffo…
|
— | ||||||||
| 33588 |
Enables ChatGPT to interact with Google Calendar through a remote MCP server. P…
|
— | ||||||||
| 33589 |
MCP CLI Command Server
Claim
Provides safe, controlled access to network and system diagnostic tools includi…
|
— | ||||||||
| 33590 |
rosettahub-mcp-server
Claim
Manage RosettaHUB user AWS accounts — budgets, AWS CLI, access control.
|
— | ||||||||
| 33591 |
Muggle AI
Claim
Ship quality products with AI-powered QA that validates your app's user experie…
|
— | ||||||||
| 33592 |
Reflection MCP Server
Claim
Enables reflective thinking and memory storage with support for multiple AI pro…
|
— | ||||||||
| 33593 |
Telegram MCP Server
Claim
A comprehensive integration that allows AI models to interact with Telegram acc…
|
— | ||||||||
| 33594 |
Federated Directory MCP
Claim
Enables contact searches within the Federated Directory system by name or email…
|
— | ||||||||
| 33595 |
Meta Ads MCP
Claim
Enables AI-powered analysis, management, and optimization of Meta advertising c…
|
— | ||||||||
| 33596 |
Remote MCP Server
Claim
A serverless implementation of Model Context Protocol (MCP) on Cloudflare Worke…
|
— | ||||||||
| 33597 |
fetch-server-pawan
Claim
|
— | ||||||||
| 33598 |
|
— | ||||||||
| 33599 |
MCP-SLOP Adapter
Claim
A proxy server that converts Model Context Protocol (MCP) messages to Simple La…
|
— | ||||||||
| 33600 |
lumberjack
Claim
|
— | ||||||||