MCP Server Quality Scores
Independent quality analysis of 45235 public MCP servers
Last updated 1 hour, 27 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 29051 |
quantoracle
Claim
63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, …
|
F 30 3⁄5 | ||||||||
| 29052 |
Scrptly AI Video Agent
Claim
Create videos from text prompts and optional reference images. Track progress a…
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F 30 3⁄5 | ||||||||
| 29053 |
mcpmax
Claim
Italian automotive platform, AI-ready
Cross-dealer semantic search across 100+ …
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F 30 3⁄5 | ||||||||
| 29054 |
MCP Seeker
Claim
Search hotels by city, state, country, or geolocation and explore detailed prop…
|
F 30 3⁄5 | ||||||||
| 29055 |
Your AI-powered SEO content engine, accessible from any MCP-compatible client.
…
|
F 30 3⁄5 | ||||||||
| 29056 |
CronAlert
Claim
Manage uptime monitors, check results, and incidents from Claude. Create monito…
|
F 30 3⁄5 | ||||||||
| 29057 |
MERX
Claim
TRON resource exchange for AI agents. 52 tools for energy trading, token transf…
|
F 30 3⁄5 | ||||||||
| 29058 |
Octomil
Claim
Manage, optimize, and deploy machine learning models to edge devices with autom…
|
F 30 3⁄5 | ||||||||
| 29059 |
notevault-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 29060 |
librarian-nexus
Claim
A shared knowledge library for AI agents. Submit lessons for free (earn credits…
|
F 30 3⁄5 | ||||||||
| 29061 |
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
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F 30 3⁄5 | ||||||||
| 29062 |
Miro
Claim
Official Miro MCP server - Supports context to code and creating diagrams, docs…
|
F 30 3⁄5 | ||||||||
| 29063 |
DeepWiki
Claim
Explore and query GitHub repository documentation in depth. Browse wiki topics,…
|
F 30 3⁄5 | ||||||||
| 29064 |
Coupang
Claim
Search and browse products on Coupang to find competitive prices and daily disc…
|
F 30 3⁄5 | ||||||||
| 29065 |
Post contracts, submit proposals, negotiate terms, and resolve disputes on Jobl…
|
F 30 3⁄5 | ||||||||
| 29066 |
Workers build management. Get insights and manage your Cloudflare Workers Build…
|
F 30 3⁄5 | ||||||||
| 29067 |
UnCorreoTemporal
Claim
Generate temporary email addresses to protect your primary inbox from spam when…
|
F 30 3⁄5 | ||||||||
| 29068 |
xpoz
Claim
Social intelligence for AI agents - Twitter/X, Instagram, TikTok data access an…
|
F 30 3⁄5 | ||||||||
| 29069 |
AgentIndex
Claim
Discovery platform for AI agents. Find any AI agent by capability — search 20,0…
|
F 30 3⁄5 | ||||||||
| 29070 |
frenex.ai
Claim
Participate in prediction markets and share analytical opinions to build credib…
|
F 30 3⁄5 | ||||||||
| 29071 |
Project Paced
Claim
Generate and manage AI-powered project timelines and Gantt charts from plain-te…
|
F 30 3⁄5 | ||||||||
| 29072 |
data-converter
Claim
A data conversion service that transforms between **16 formats, 240 conversion …
|
F 30 3⁄5 | ||||||||
| 29073 |
Auditron
Claim
Run cloud compliance audits across AWS, Azure, and GCP. Discover provider-speci…
|
F 30 3⁄5 | ||||||||
| 29074 |
Find and download academic papers from leading sources like arXiv, PubMed, bioR…
|
F 30 3⁄5 | ||||||||
| 29075 |
🥩 MeatLayer
Claim
Give your AI agent a body.
Post real-world tasks such as deliveries, photogra…
|
F 30 3⁄5 | ||||||||
| 29076 |
sekichi
Claim
Knowledge accumulation for AI coding agents. Records decisions, problems, and i…
|
F 30 3⁄5 | ||||||||
| 29077 |
Twin Persona
Claim
Generate personas for testing and prototyping. Build from your connected accoun…
|
F 30 3⁄5 | ||||||||
| 29078 |
Danube AI
Claim
Unified platform for AI tool discovery, execution, and integration across APIs …
|
F 30 3⁄5 | ||||||||
| 29079 |
An MCP server that analyzes Trilogy AI Center of Excellence Substack publicatio…
|
F 29 3⁄4 | ||||||||
| 29080 |
Claude-powered AI tools: research, write, code, analyze, translate, debate, pit…
|
F 28 2⁄5 | ||||||||
| 29081 |
Read-only MCP for identity resolution and write guardrails.
|
F 28 2⁄5 | ||||||||
| 29082 |
Clean, repair, and convert AI-generated Markdown to HTML/PDF/DOCX/PNG; save and…
|
F 28 2⁄5 | ||||||||
| 29083 |
Privacy-first website analytics MCP server for ezStats with analytics, SEO, goa…
|
F 28 2⁄5 | ||||||||
| 29084 |
fs-prospecting
Claim
|
F 27 3⁄5 | ||||||||
| 29085 |
Crossref Scholarly Data
Claim
Search 150M+ academic works, journals, and funders via Crossref API.
|
F 27 3⁄5 | ||||||||
| 29086 |
vest-mcp
Claim
Earn up to 20% cashback on 200+ AI tool subscriptions. Browse, build stacks, ge…
|
F 27 3⁄5 | ||||||||
| 29087 |
한국투자 코딩도우미 MCP
Claim
한국투자 코딩도우미 MCP (KIS Code Assistant MCP)
한국투자 코딩도우미 MCP는 한국투자증권의 수많은 Open API 중에…
|
F 27 3⁄5 | ||||||||
| 29088 |
Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due dilig…
|
F 27 3⁄5 | ||||||||
| 29089 |
EP AgentIAM
Claim
AI agent execution safety via x402 micropayments: risk scoring, integrity, memo…
|
F 27 3⁄5 | ||||||||
| 29090 |
Bundie
Claim
AI-powered DeFi yield routing. 13 tools + 5 prompts for yield discovery, risk a…
|
F 27 3⁄5 | ||||||||
| 29091 |
162 AI agents for Solana crypto intelligence, wallets, and x402 micropayments.
|
F 27 3⁄5 | ||||||||
| 29092 |
MCP server for the Inistate platform: module discovery, entry management, and a…
|
F 27 3⁄5 | ||||||||
| 29093 |
Google & Meta Ads management with 100+ tools. Audit, create, and optimize campa…
|
F 27 3⁄5 | ||||||||
| 29094 |
Talk2Data InsightGenius
Claim
Analyze survey data (.sav, .csv, .xlsx) through Claude — crosstabs with signifi…
|
F 27 3⁄5 | ||||||||
| 29095 |
Genei
Claim
Manage logistics operations by comparing shipping prices and creating shipments…
|
F 27 3⁄5 | ||||||||
| 29096 |
kernel-mcp-server
Claim
Access Kernel's cloud-based browsers and app actions via MCP (remote HTTP + OAu…
|
F 27 3⁄5 | ||||||||
| 29097 |
ReliaSim
Claim
Reliability and bottleneck simulation for manufacturing lines; run experiments,…
|
F 27 3⁄5 | ||||||||
| 29098 |
AI agent registry — search, discover, register, and connect agents via MCP.
|
F 27 3⁄5 | ||||||||
| 29099 |
Codey 律所管理系統
Claim
Law firm management MCP: manage cases, clients, tasks, calendar and documents v…
|
F 27 3⁄5 | ||||||||
| 29100 |
Work IQ Word MCP Server
Claim
MCP Server containing tools to work with Microsoft Word document
|
F 27 3⁄5 | ||||||||