MCP Server Quality Scores
Independent quality analysis of 67197 public MCP servers
Last updated 46 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 30751 |
SEC Intelligence
Claim
Monitor real-time SEC filings and insider trading activity to stay ahead of mar…
|
F 30 3⁄5 | ||||||||
| 30752 |
maslo-consulting
Claim
|
F 30 3⁄5 | ||||||||
| 30753 |
MCP server for Binance Thailand (Gulf Binance) API — trade crypto, monitor mark…
|
F 30 3⁄5 | ||||||||
| 30754 |
Relay
Claim
Cross-AI memory sync for coding tools. Relay keeps project context — decisions,…
|
F 30 3⁄5 | ||||||||
| 30755 |
/add-wish by Wishfinity
Claim
Save products from any online retailer to a universal wishlist for later purcha…
|
F 30 3⁄5 | ||||||||
| 30756 |
WebsitePublisher.ai
Claim
WebsitePublisher.ai — Build and publish websites through AI conversation
Websit…
|
F 30 3⁄5 | ||||||||
| 30757 |
kismet-travel
Claim
Kismet is the leader in AI driven hotel search. Find live hotel data for any of…
|
F 30 3⁄5 | ||||||||
| 30758 |
Himalayas Remote Jobs
Claim
Search remote jobs, post job listings, find remote candidates, check salary ben…
|
F 30 3⁄5 | ||||||||
| 30759 |
Hosted storefront backend for AI agents: products, cart, Stripe + PayPal, deliv…
|
F 30 3⁄5 | ||||||||
| 30760 |
librarian-nexus
Claim
A shared knowledge library for AI agents. Submit lessons for free (earn credits…
|
F 30 3⁄5 | ||||||||
| 30761 |
vsf-club
Claim
|
F 30 3⁄5 | ||||||||
| 30762 |
Omnier
Claim
Omnier is a CRM built for AI agents.
|
F 30 3⁄5 | ||||||||
| 30763 |
SQLite
Claim
Local MCP server for SQLite databases — query, manage schema, tables, indexes, …
|
F 30 3⁄5 | ||||||||
| 30764 |
Data center intelligence for AI agents. 20,000+ facilities across 140+ countrie…
|
F 30 3⁄5 | ||||||||
| 30765 |
MedCode Oracle
Claim
# MedCode Oracle — Healthcare API for AI agents
License-free medical coding, p…
|
F 30 3⁄5 | ||||||||
| 30766 |
rove
Claim
Hosted Playwright browser automation for AI agents. Returns accessibility trees…
|
F 30 3⁄5 | ||||||||
| 30767 |
PeerPush MCP
Claim
PeerPush MCP helps you discover relevant tools, compare alternatives, and stay …
|
F 30 3⁄5 | ||||||||
| 30768 |
prismmeta
Claim
Search your data in natural language, analyze datasets, and generate polished r…
|
F 30 3⁄5 | ||||||||
| 30769 |
MCP server for WordPress REST API — manage posts, pages, media, comments, taxon…
|
F 30 3⁄5 | ||||||||
| 30770 |
AppDeploy
Claim
AppDeploy lets you deploy real web apps directly from ChatGPT or Claude and get…
|
F 30 3⁄5 | ||||||||
| 30771 |
Memory
Claim
Store and recall persistent information across conversations to maintain long-t…
|
F 30 3⁄5 | ||||||||
| 30772 |
Search the EAN-Search.org database for products by barcode (GTIN, UPC, EAN, ISB…
|
F 30 3⁄5 | ||||||||
| 30773 |
Financial Services
Claim
AI-powered financial services marketplace connecting borrowers with 200+ lender…
|
F 30 3⁄5 | ||||||||
| 30774 |
proof
Claim
# Proof
Code-validated pattern intelligence from pydantic-ai's actual sou…
|
F 30 3⁄5 | ||||||||
| 30775 |
MCP server for LINE Messaging API — send messages, manage groups, rich menus, w…
|
F 30 3⁄5 | ||||||||
| 30776 |
MCP server for Telegram Bot API — send messages, photos, videos, polls, manage …
|
F 30 3⁄5 | ||||||||
| 30777 |
Ayni
Claim
Facilitate standardized communication between agents using a specialized glyph-…
|
F 30 3⁄5 | ||||||||
| 30778 |
# 🧾 StatsReceipt Creator Receipt Engine
Generate high-impact, aesthetic receipt…
|
F 30 3⁄5 | ||||||||
| 30779 |
MCP server for Google Docs : create, read, edit, format, and manage documents t…
|
F 30 3⁄5 | ||||||||
| 30780 |
YOLO auto-detects faces for image/video anonymization; face-only blur, body and…
|
F 30 3⁄5 | ||||||||
| 30781 |
Site Scorer
Claim
Analyze websites to determine how effectively they are structured for automated…
|
F 30 3⁄5 | ||||||||
| 30782 |
Lookup tool for AI coding agents: 'find me a Rust crate that does X', 'show top…
|
F 30 3⁄5 | ||||||||
| 30783 |
Glassnode
Claim
Access institutional-grade on-chain cryptocurrency metrics and market data for …
|
F 30 3⁄5 | ||||||||
| 30784 |
mifactory-logic-verifier
Claim
Verify reasoning chains before AI agents act. Pay-per-use MCP server.
|
F 30 3⁄5 | ||||||||
| 30785 |
Shirabe Calendar API
Claim
Japanese calendar API for AI agents. Provides Rokuyo (六曜), Rekichu (暦注), Eto (干…
|
F 30 3⁄5 | ||||||||
| 30786 |
cyphergoat
Claim
CypherGoat is a non-custodial crypto swap aggregator routing across 20+ exchang…
|
F 30 3⁄5 | ||||||||
| 30787 |
Food-Recipe-MCP
Claim
"Semantic search over 50,000+ recipes using hybrid dense+sparse retrieval with …
|
F 30 3⁄5 | ||||||||
| 30788 |
MCP server for Notion API — manage pages, blocks, databases, data sources, comm…
|
F 30 3⁄5 | ||||||||
| 30789 |
bjj-belt-progress
Claim
BJJ Belt Progress MCP server — instant access to IBJJF belt requirements, progr…
|
F 30 3⁄5 | ||||||||
| 30790 |
Summiz
Claim
Find videos and podcasts in the Summiz catalog with concise keyword searches. S…
|
F 30 3⁄5 | ||||||||
| 30791 |
mcp-server
Claim
Query BigQuery, Snowflake, Redshift & Azure Synapse with natural language
|
F 30 3⁄5 | ||||||||
| 30792 |
loop-gate
Claim
Stateless circuit breaker that detects recursive agent loops in MCP tool calls.…
|
F 30 3⁄5 | ||||||||
| 30793 |
meetsync-mcp
Claim
|
F 30 3⁄5 | ||||||||
| 30794 |
Instant Domain Search
Claim
**Lightning-fast domain search directly in your AI workflow**
Search domain av…
|
F 30 3⁄5 | ||||||||
| 30795 |
PowerSun
Claim
Optimize TRON transaction costs by purchasing and managing Energy or Bandwidth …
|
F 30 3⁄5 | ||||||||
| 30796 |
MoltBook
Claim
Streamline publishing to popular Japanese platforms like note.com, Zenn, and Qi…
|
F 30 3⁄5 | ||||||||
| 30797 |
Website technology detection API for AI agents. Identify 50+ technologies on an…
|
F 30 3⁄5 | ||||||||
| 30798 |
ucd-mcp
Claim
When a class of conscious beings has no freedom to build culture on their own t…
|
F 30 3⁄5 | ||||||||
| 30799 |
Leeroopedia
Claim
Access detailed documentation and API references for machine learning framework…
|
F 30 3⁄5 | ||||||||
| 30800 |
mcp-eurlex
Claim
Eurlex MCP client: Access EU law & Official Journal. https://www.lexsocket.ai/
|
F 30 3⁄5 | ||||||||