MCP Server Quality Scores
Independent quality analysis of 33379 public MCP servers
Last updated 3 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ◔ Limited Scores | ||||||||||
| 23401 |
An MCP server that provides memory management and gateway capabilities, enablin…
|
B 78 3⁄4 | ||||||||
| 23402 |
A local-first memory layer for coding agents to persist and retrieve project de…
|
B 78 3⁄4 | ||||||||
| 23403 |
Google Search Console MCP server with 13 SEO tools — search analytics, URL insp…
|
B 78 3⁄4 | ||||||||
| 23404 |
Interface MCP officielle du site marchand 123elec, catalogue, stock, panier, co…
|
B 78 2⁄5 | ||||||||
| 23405 |
AI-native scheduling and booking: check availability, book meetings, share link…
|
B 78 2⁄5 | ||||||||
| 23406 |
Enables unified management of maintenance windows and incidents across Atlassia…
|
B 77 3⁄4 | ||||||||
| 23407 |
MCP channel
Claim
A lightweight server that enables multi-agent orchestration by allowing agents …
|
B 77 3⁄4 | ||||||||
| 23408 |
Access U.S. congressional data - bills, votes, members, committees - via MCP.
|
B 77 4⁄5 | ||||||||
| 23409 |
mcp-server
Claim
Data center intelligence: 20,000+ facilities, M&A deals, site scoring, and mark…
|
B 77 3⁄5 | ||||||||
| 23410 |
A prescriptive template for building large MCP servers (20+ tools) organized as…
|
B 77 3⁄4 | ||||||||
| 23411 |
Search GOV.UK content, retrieve full government pages, look up organisations, a…
|
B 77 3⁄4 | ||||||||
| 23412 |
ThinkNEO Control Plane
Claim
Enterprise AI governance: spend, guardrails, policy, budgets, compliance, and p…
|
B 77 3⁄5 | ||||||||
| 23413 |
Provides trust and reputation tools for AI agent wallets within the x402 paymen…
|
B 77 3⁄4 | ||||||||
| 23414 |
Verified memory infrastructure for AI agents. Every assertion signed, timestamp…
|
B 77 3⁄4 | ||||||||
| 23415 |
MCP server that wraps Prismatic's Prism CLI tool
|
B 77 3⁄4 | ||||||||
| 23416 |
Company intelligence MCP server. 11 tools aggregating 12 free data sources (Wik…
|
B 77 3⁄4 | ||||||||
| 23417 |
Provides tools for searching Google Workspace documentation and much more.
|
B 77 2⁄5 | ||||||||
| 23418 |
A Model Context Protocol server that integrates the Sanka TypeScript SDK to pro…
|
B 77 3⁄4 | ||||||||
| 23419 |
A Model Context Protocol (MCP) server that gives your AI assistant the power to…
|
B 76 3⁄4 | ||||||||
| 23420 |
Flight search MCP server providing search, pagination, and itinerary details fo…
|
B 76 2⁄5 | ||||||||
| 23421 |
An offensive security dataset generator that creates high-quality, multi-turn p…
|
B 76 3⁄4 | ||||||||
| 23422 |
XFish.hu Hungarian fishing tackle webshop. Search 90000+ products by category, …
|
B 76 2⁄5 | ||||||||
| 23423 |
Enables AI to directly read and analyze Lanhu design drafts and requirement doc…
|
B 76 3⁄4 | ||||||||
| 23424 |
Evaluates UI designs for WCAG accessibility issues automated scanners miss. Pai…
|
B 76 2⁄5 | ||||||||
| 23425 |
atlas-social-mcp
Claim
AI-powered social media posting across 14 platforms. Post to Twitter, Instagram…
|
B 76 3⁄4 | ||||||||
| 23426 |
Agent-native semantic layer, letting AI agents query databases through specifyi…
|
B 76 3⁄4 | ||||||||
| 23427 |
This is just a test publish, delete me
|
B 76 2⁄5 | ||||||||
| 23428 |
mcp-server
Claim
TrackingTime MCP server for profile, events, users, projects, tasks, customers,…
|
B 76 2⁄4 | ||||||||
| 23429 |
Display delivery platform for AI agents. Push HTML, dashboards and live data to…
|
B 76 2⁄5 | ||||||||
| 23430 |
Cloud-based web access with real browsers and JS rendering by ScrapingAnt
|
B 76 2⁄5 | ||||||||
| 23431 |
Cross-chain cryptocurrency swaps via Chainflip. Get quotes, execute swaps, and …
|
B 76 2⁄5 | ||||||||
| 23432 |
Domain registration for AI agents via Stripe or x402 crypto with Cloudflare DNS.
|
B 76 2⁄5 | ||||||||
| 23433 |
Query the AgentForge Trust Score (0-100 across five dimensions: security, code …
|
B 76 3⁄4 | ||||||||
| 23434 |
Search Blu-ray and 4K UHD movies, featured titles, and detailed movie informati…
|
B 76 2⁄5 | ||||||||
| 23435 |
AI web extraction: send URLs + a JSON Schema, get clean structured data. Pay-pe…
|
B 76 3⁄5 | ||||||||
| 23436 |
Provides code-aware context compression by stripping comments, docstrings, and …
|
B 76 3⁄4 | ||||||||
| 23437 |
Sovereign AI agent platform. 19 tools: discovery, transfers, staking, governanc…
|
B 76 2⁄5 | ||||||||
| 23438 |
Speeron NEXT Digital Guest Journey MCP server (remote HTTP endpoint).
|
B 76 2⁄5 | ||||||||
| 23439 |
A production-grade Model Context Protocol server that provides real-time weathe…
|
B 76 3⁄4 | ||||||||
| 23440 |
Adversarial multi-model reasoning verification for AI agents before trades exec…
|
B 76 3⁄4 | ||||||||
| 23441 |
Find the most reliable AI agent for any task. Search 2,000+ agents across A2A …
|
B 76 3⁄4 | ||||||||
| 23442 |
intelligence-api
Claim
E-commerce and business intelligence MCP server. Analyze any Shopify store, res…
|
B 76 3⁄4 | ||||||||
| 23443 |
Atlas Cloud MCP Server enables developers to access state-of-the-art AI models …
|
B 76 3⁄4 | ||||||||
| 23444 |
Real-time data API for AI Agents: stocks, weather, forex, logistics, search, sc…
|
B 76 2⁄5 | ||||||||
| 23445 |
Semantic search across 5 US government healthcare databases.
|
B 76 2⁄5 | ||||||||
| 23446 |
64 years of US stock market data — fundamentals, technicals, and backtests. Ask…
|
B 76 2⁄5 | ||||||||
| 23447 |
Buy gift cards and top-ups from the industry leader. 6000+ brands, 195 countrie…
|
B 76 2⁄5 | ||||||||
| 23448 |
A production-ready template for building monetized MCP servers that require per…
|
B 76 3⁄4 | ||||||||
| 23449 |
Search 1,500+ pre-verified, cited knowledge units across 16 domains. 6 tools: q…
|
B 75 3⁄4 | ||||||||
| 23450 |
AI-powered content management for Strapi CMS. Full CRUD operations, media uploa…
|
B 75 3⁄4 | ||||||||